

Introducing China’s first sink dishwasher
Fotile, the country’s top kitchen brand, unlocks a new category.
IDEO and Fotile have had a relationship since 2009, working together on projects including a unified design language for product offerings, retail environments, and IoT strategy. For the dishwasher, IDEO and the Fotile research team came together for design research, shadowing Chinese families in different cities as they prepared meals from start to finish. Together they discovered that unlike in Western cooking, where several kinds of cookware are used for different dishes, Chinese cooks tend to use the same cookware to prepare all of their dishes.
That meant that the cookware needed to be cleaned several times during a single meal preparation, rather than once at the end. In this context, the sink serves different purposes over the course of cooking—it’s a place to wash and store prepped ingredients, rinse the cookware, and deep clean the dishes used in food prep and during the meal.

Based on this insight, IDEO made a list of product design recommendations that became Fotile’s Sink Dishwasher—a counter-level, multi-purpose appliance that specifically suits Chinese cooking habits. IDEO’s design guidance gave Fotile the confidence it needed to launch its product into the market, and served as a blueprint for the future iteration of Fotile’s Sink Dishwasher.

On March 25, 2015, six months after the project ended, Fotile launched the world's first sink dishwasher designed for Chinese families. Eight months later, its market share exceeded 30 percent, setting off a wave of innovation in the Chinese dishwasher category.
In 2016, Fotile introduced a three-slot dishwasher with an added compartment for cleaning fruit and vegetables—a direct response to a research finding that Chinese families are concerned about food safety. When this new model hit the market, Fotile’s dishwasher market share jumped to 41.1%. In China, Fotile is now synonymous with “sink dishwasher,” and the company has a widespread reputation among consumers as a symbol of a safe and healthy Chinese family kitchen.

Since its founding in 1994, Fotile’s Chairman, Mao Zhongqun, has made it his goal to “do nothing but build a high-end Chinese family brand.”
30%
Fotile Sink Dishwasher’s share of the market in China, just eight months after launch
41%
Fotile’s dishwasher market share after it launched a three-slot version in 2016
#1 selling brand
in the mainstream price segment of the Chinese dishwasher market as of August 2023


Growing a brand for modern Chinese parents
China’s BoAo Group expands from an auto industry manufacturer to a lifestyle brand for modern families.
BoAo Group’s idea to design a new baby car seat was fueled by a newly revised minor protection law, which made using child safety seats mandatory beginning June 1st, 2021. As ZUOWE and IDEO looked around China’s emerging car seat market, the team noticed a singular focus on safety and safety features across most international and domestic brands. There was a clear opportunity for a new product that could meaningfully differentiate itself by not only providing safety features but also meeting the needs of modern Chinese parents.

To kick off the project, the IDEO team needed to answer two questions: What matters to the new generation of parents in China? And how will their style and approach to parenting affect their expectations for baby car seats? Taking into account the potentially different consumer needs in different geographies, the IDEO team headed to Shanghai, a city with more than 25 million people, and the city of Taizhou in Zhejiang province, which has a population of 2 million. They conducted in-depth home visits to local families, visited many brick-and-mortar mom-and-baby shops, and interviewed people like specialized nurses, parenting experts, and child psychologists.

Despite the differences between the two cities, IDEO discovered commonalities during consumer conversations. Young Chinese parents were experiencing a perceived identity gap. As individuals, they felt they had distinct personalities and a clear sense of self. They actively expressed themselves through their clothes and belongings. But when they became parents, this sense of self weakened or disappeared completely. Their identities shifted to being someone’s mom or dad overnight. This new generation was eager to show their unique approach to parenthood as they used to express their sense of self. But many products were designed for children, with little regard for parents.
This core finding helped set the direction for the new baby car seat design and brand Maple&Co. However, there were still two significant challenges to overcome. One, IDEO needed to design a product with stringent technical regulations and standards on a tight timeline—ZUOWE wanted to launch the new car seat at an important industry trade show within the year. And two, the team had to help the organization transform its thinking and ways of working to be more consumer-centric.

BoAo’s strength lies in its 20 years of experience developing and manufacturing car seats for major domestic and international automotive brands. This gave the company an edge in overcoming technical barriers and driving mass production. But its engineering and manufacturing mindset had become a barrier to transforming into a D2C brand. With such ingrained ways of working, pivoting to a more creative process can be hard.
To address this hurdle, IDEO set up co-creation workshops, bringing together ZUOWE’s newly formed baby car seat team and manufacturing experts from their factories to discuss design direction and details early on. The benefits of the collaboration were clear: It was easy to share feedback in a timely manner and make product design decisions very quickly. When IDEO presented a design that emphasized natural textures during a workshop on brand positioning, a member from Bo Ao’s manufacturing team said, “This feels very different. This could become a major selling point,” and that they had “never seen” anything like it done by other baby car seat brands.

A year after working together, ZUOWE Technology launched Maple&Co and the new Maple baby car seat across its main e-commerce channels. Modern and minimalist in soft natural colors and wooden veneers, Maple appeals to the aesthetics of young parents in China. Despite a series of micro COVID outbreaks in China, within three months, Maple had already achieved better-than-predicted sales and received favorable comments about the look and quality of the car seat from parents. Fast forward two years, additional collaborations with IDEO have enabled the young startup to grow its child travel portfolio from a signature car seat into a more holistic offering that includes highly functional, fashionable, and adaptable car booster seats and strollers that thoughtfully address the needs of modern Chinese families across various life stages at home—and on the go.



China's minor protection law mandated the use of child safety seats beginning June 1, 2021.
Despite incoming regulations fueling a surge in purchases, car seats on the market rightly prioritized safety but did not consider the emotional needs and lifestyle preferences of a new generation of Chinese parents.
1 year
after the project ended, a new, differentiated baby seat product and brand, Maple&Co, launched
Top 6
during the 2023 “Double 11” shopping festival, Maple&CO secured the 6th spot on Tmall's new brand pre-sale list


How a $4000 vet bill sparked innovation at American Express
American Express and IDEO teamed up to design features that offer Card Members more payment control and flexibility.
“Over a year ago, I had to take my cat to the vet for an unexpected and expensive surgery,” says one Card Member. “To be honest, I still don’t know if I’ve paid the bill off.”
Many crave the flexibility to pay for large purchases over time, but also want to avoid the pitfalls of debt. Others rely on debit or cash for small items—no one wants to accumulate interest on a cup of coffee, lunch with a friend, or box of Kleenex—but then miss out on valuable rewards.
American Express worked with IDEO to help them attract new customers by understanding what financially stable young adults wanted in a credit card. The team began by interviewing more than 120 millennials to understand their payment behaviors around debit and credit, and how they think about borrowing and spending.
One person described the monthly panic of receiving his bill—described as “statement shock”—and his habit of making multiple payments before his billing cycle closed to ease this anxiety. Others were wary of credit because of a large veterinarian bill or financial mistakes made in their 20s, and relied on debit because it felt safer than accruing a balance to pay off. Overall, the team learned that many consumers experience anxiety about paying their bills. And while financial products that offer more flexibility and control have been needed for years, they are especially valuable in times of economic uncertainty like today.
Based on this research, IDEO prototyped, iterated, and refined two concepts, with frequent feedback from users and the client. Called Pay It Plan It, this feature offers financially responsible consumers more transparency, confidence, and control.
Pay It allows Card Members to quickly pay for small purchase amounts under $100 with a few taps in the American Express mobile app. When that purchase shows up on their account, they can choose “Pay It” and still earn rewards on the purchase. This ensures Card Members can take advantage of rewards while lowering their monthly bill by paying for smaller items throughout the month.
With Plan It, Card Members can split up larger purchases of $100 or more—like an emergency trip to the vet or a new sofa—into equal monthly payments, with a fixed fee and no interest. When the purchase appears in their account, they can select “Plan It,” and will be offered up to three monthly payment plans, ranging from three to 24 months. Each plan comes with a fixed monthly fee and no interest. Card Members know exactly how much they have to pay each month, so there are no surprises. And if they pay the purchase off early, they no longer have to pay any future plan fees.
The design of Pay It Plan It did not come without challenges: Bill pay is critical, complex, and highly regulated. Pay It Plan It required a significant internal financial and technical investment, which was achieved after IDEO shared many of the emotional, compelling stories from credit card users with leaders at American Express.
The team worked closely with the American Express regulatory and digital teams to ensure compliance and seamless integration into the mobile app and website’s user experiences and interfaces. To heighten the sense of competence, control, and transparency for users, the designers focused on small interactions like status animations, proactive suggestions, and straightforward language. These interactions help Card Members anticipate upcoming payments and clearly understand Pay It Plan It.
Plan It was designed with transparency, control, and accessibility in mind: The payment plan fee is displayed in dollars to give the customer certainty over their total costs.
Initially, the team set out to create a new credit card with the needs of young adults in mind. But IDEO and American Express realized that Pay It Plan It could be scaled across existing credit card products to ultimately benefit and attract more Card Members. Now, almost all U.S. American Express Consumer Card Members have access to Pay It Plan It through credit cards, co-branded cards, and the well-known Green, Gold, and Platinum Cards. Since launching in 2017, Card Members have created nearly 5 million Plans, totaling nearly $4 billion in purchases, with an average Plan size of $789. Millennial and Generation Z Card Members have created approximately 44 percent of these Plans.
The flexibility and control offered through Pay It Plan have earned American Express positive press, including a call-out in The New York Times for being among solutions that “make it easier for their customers to borrow money, and to manage their monthly cash flow.”
At first glance, design-led innovation may seem difficult to achieve in large, established organizations like American Express, operating in a highly regulated and deeply rational industry. But the IDEO and American Express team successfully found ways to introduce new behaviors like rapid prototyping, cross-discipline collaboration, and leading with emotional customer stories within the existing organizational culture and structure. American Express has since established a permanent Pay It Plan It team dedicated to evolving the feature. Made up of employees across departments, this points to a new and collaborative team structure for the company.
By seeking to understand the human behind the Card Member, American Express has transformed credit and financial services for the better, helping both to be defined by empathy, utility, and transparency.


The bold publishing strategy that turned a traditional newspaper Into a digital leader
How bucking the trend of round-the-clock digital publishing led to an enormous payoff for The Times and The Sunday Times
For more than two centuries, The Times held a strong reputation as a storied British newspaper. Then came the digital deluge. Publication after publication began adopting a relentless online publishing schedule aimed at capturing eyeballs and subscribers, and guarding against waning advertising sales and print readership. But The Times and its sister publication The Sunday Times thought there might be a different way forward.
As Editor John Witherow explains, “the power of an edition” had long endured at The Times, but began to erode amid a round-the-clock breaking news cycle. Witherow didn’t want to do away with editions, but rather to update the model for the digital age. Times owner News UK approached IDEO in 2014 to explore exactly that: what the edition of the future might look like and how its design could drive revenue and subscribers.
IDEO’s research and design phase included interviews with readers, journalists, editors, and marketers at News UK. The team found that people’s reading modes vary—some reflecting new digital behaviors and others adhering more closely to paper-reading styles.
Readers, the team learned, chose The Times for its editorial opinion: a perspective that cuts through the overwhelming flood of information. They viewed the daily Times and weekend Sunday Times as one paper, despite the organizational distinction. And they were proud of their choice, valuing the papers’ consistency, trustworthiness, balance, and authoritativeness. Readers wanted these qualities distilled in a digital edition, whether on a smartphone, tablet, or on the web.
Those insights led to strategic recommendations spanning digital products, editorial, advertising integration, online membership offers, and social sharing. But the boldest among those was a publishing strategy that seemed to run counter to media trends: abandoning a real-time approach in favor of publishing separate digital editions.
The Times in March 2016 introduced an editions-based publishing schedule, with new editions available across all platforms four times each weekday: overnight, 9am, noon and 5pm; the weekend schedule shrank to three editions. A year in, they had broken that schedule fewer than a dozen times—making exceptions for major moments like the terror attack in central London and David Bowie’s death—but even in those cases, The Times refrained from incessant updates, instead resuming its regular pacing.

“The way we’re publishing now, taking our time over news...taking a more considered view of the world, it’s helped us offer something different from everything else,” digital news head Alan Hunter told Digiday in 2018. Readers demonstrated that this different approach was something they’d been wanting.
In the first half of 2016, new paying-subscriber sales were up 200% as compared to the same period in 2015. At the end of June 2016, there were 413,600 subscribers to The Times and The Sunday Times, up 3.4% from a year prior. Of those, 182,500 were digital-only subscriptions—a 6% rise and a notable figure given how much online news can be obtained for free.
Through collaboration with IDEO, News UK's own digital teams capabilities grew, enabling them to implement and evolve their new digital strategy. The capabilities of the newsroom grew, too: “The decision to move to four editions a day has freed up tremendous resources to focus on big stories,” says Emma Tucker, Editor of The Sunday Times—the kind of stories that "supercharge engagement." The approach is working: By August 2019 digital subscriptions had increased 19% year-on-year to 300,000, showing the progress the legacy publisher has made in attracting readers to its online proposition. Total subscribers for the two titles' print and digital products now stand at 539,000, and their websites total five million registered users.
More than 230 years after its first edition was published, the new Times has established solid footing in the digital age and designed its own future—one based not on the habits of its competitors but on its legacy and the reading behaviors of its audience.

僕たちが中高生にデザインの力を本気で伝えたい理由
IDEOには、学校や企業向けの研修を積極的に行っていたり、創業者デイヴィッド・ケリーを始めとする多くのメンバーが教育機関で教鞭をとっていたりと、ド直球の教育的な取り組みも沢山ある。だが実は、そもそもIDEOが本業として行っているクライアントワーク自体がかなり教育的要素が強いのだ。
もちろん、どの案件も最終的にはデザイン会社として、プロダクトなりサービスなり空間設計なりのデザインに落とし込み納品するのだが、そのプロセス自体も同等な納品物として捉えており、我々が日々行っているデザイン思考をベースに制作の過程を少しでもクライアントチームに体験・理解してもらいたいという想いが非常に強い。
そのため、クライアントのコアチームにはなるべくデザイン・リサーチやブレストに参加してもらうし、エンジニアリングチームを持つクライアントであれば、プロトタイピングも僕達と一緒になって、まるで競い合うかのようにスピード感を持って作ることもある。結果そうした方が、プロジェクト終了後にクライアントチームがしっかりとそのプロジェクトを引き継げる、また組織内のプロジェクトへの理解が浸透しやすい、といったコンサルティングとしての意図も当然ある。だが、それにしてもやり過ぎなのでは、と思うくらい、クライアントチームを巻き込むことへの努力とコストを惜しまないのである。
特に我々東京スタジオにおいては、これが顕著である。つまり、デザインを納品することと、そのデザインに行き着く制作過程にどっぷり浸ってもらうことが、同等の価値を持つと考えられている。まるでモノ作りを行うデザイナーとしての自分と、デザイン思考を伝える教育者としての自分、その両者を常にどのプロジェクトでも求められているような感じだ。

かくいう私も、何かを作ることと同じくらい(もしくはそれ以上に)、作る楽しさとその社会的意義を少しでも多くの人に広めたいという想いを持ってIDEOに転職してきたので、こうした文化が組織の隅々まで浸透していることを誇らしくなったことが何度もある。(そもそも、最終面接で最後に僕から「皆さんの理想のプロジェクトは?」と聞いた際に、同席していた3名のデザイナーがが口を揃えて「学校をつくりたい」と言っていたことが入社の決定打となったので、当たり前といえば当たり前なのかもしれないが。)そして、そんなIDEOのデザインと教育の両者への想いの交差点に鎮座しているのが、d.campである。

d.campとは、もともとシリコンバレーの創業スタジオで始まった取り組みで、中高生を相手にデザイン思考を体験してもらうサマーキャンプである。3年前から東京スタジオでも実施されるようになり、去年と今年はコロナウイルスの影響で完全オンラインで行った。スタジオによってオペレーションは異なり、有料で開催しているところもあれば、東京スタジオのように今の所無料で実施しているところもあるが、概ね5日間のサマーキャンプ形式である点は統一されている。
国内の中高でもデザイン思考が登場することは増えてきたが、微分積分やフレミングの法則と同じような感覚で「単元」として捉えられてる節がある。そうではなく、己の手で作り上げたもので周囲の誰かを少しでも幸せにする「体験」としてデザインを体感してもらうことが、より一層不確実性を増す今後の社会を生き抜く世代に不可欠なように思う。
デザイナーがデザインを教える
東京スタジオのd.campでは、毎朝ちょっと変わったエクササイズから始まる。即興演劇を行ったり、ひたすら落書きをしてみたり、といったいわゆるアイスブレイクのようなものから、実際に一片15cmの氷の立方体を「アイス・ブレイク」してみたり、Google Slideを使ってチームでZoom背景を共同で作ってみたり、といったクリエイティブなアクティビティもある。それが終わると、IDEOの数多のデザイナーが自分の専門分野についての簡単なワークショップを行う、「クラフト・モジュール」が行われる。午後は、5日間を通してデザイン思考を使って挑んでいく 、「デザイン・チャレンジ」を進める時間だ。リサーチ、シンセシス、問い立て、アイディア出し、プロトタイピング、ユーザーフィードバック、といったプロセスを、行ったり来たりしながら、チームで進めていく。その途中で、現役のIDEOのデザイナーたちと少人数でのコーヒーブレイクがあったり、共同経営者のトム・ケリーによる人生相談タイムがあったりもする。

盛り沢山なコンテンツで、一日中頭をいろんな方向に切り替えるように設計してあるが、根底として絶対にブレないのは、デザイナーがデザインを教える、という構図である。当たり前なようで、意外と珍しいことでもあるのだが、各分野のプロがその分野について教えることが、d.campの大事な価値の一つだ。最近作っているものの紹介や、実際にプロジェクトで苦労したこと、それを乗り越えて出てきたプロトタイプ等、プロフェッショナルが試行錯誤した実例はとてつもなく贅沢であり、信ぴょう性がある。
更には、ビジュアル・コミュニケーション・デザイン担当のデザイナーが実はその年のd.camp自体のブランディングを行っていたり、それまでキャンプで使っていたツールが実はインタラクション・デザイン担当のデザイナーが自作したものであったことを知らされたりすることで、制作物と製作者の距離がぐっと近付く。
そして何よりも、「これなら自分でもできるかも」、と思ってもらえる。言うまでもなく、デザイナー一人ひとりも普通のいち人間であり、悩むこともあれば、つまずくこともある。そして、培ってきたスキルも、これまで経験してきたことの積み重ねにすぎない。そうしたIDEOメンバーの人間くさい思考や実験を知り、体験してもらうことで、「何かを作り出すという行為は、思っていたほど遠いものではないのかもしれない」と知ってもらいたい。そもそも、日常的に無自覚にデザインを行っている人たちは沢山いる。現CEOのサンディ・スパイカーは「既に自分達は日々デザインを行っていたのだと気付いてもらうことが大事だ」と言っているが、まさに自覚するだけで、自分のクリエイティビティに対する理解と自信が強化され、より自由に毎日が過ごせるようになる。

デザインする力は、スーパーパワーである
なぜそこまでデザインする力を身近に感じてもらいたいかというと、デザインする力は、スーパーパワーであるからだ。まず、何かを作れるようになると、その必然的な結果として、世界のあらゆるものごとに対して、「自分だったらこう作るのに」と考えるようになる。
そうした「目」で世界を見れるようになるだけで、いかに世の中が完璧からは程遠いかということに気付き、その改善案を常に頭の中で模索し続けるようになる。
どうしてこの家はここに段差を作ってしまったのだろうか、どうしてこの機械はこんなところにボタンを配置したのだろうか。
数あるスティーブ・ジョブスの名言の中でも、 ”Life can be much broader once you discover one simple fact. And that is: Everything around you that you call life was made up by people that were no smarter than you.” (とある事実に気付いた時、人生の可能性は更に開ける。その事実とは、あなたが世界と呼んでるものが、あなたより賢いわけではない同じような人々が作り上げたものである、ということだ。) という言葉があるが、まさにこの「目」(モノやコトは自分の手で変えられる、作れるという捉え方) についてのことだ。
少なくとも僕は、デザインを学び、自分でアイディアを考え、プロトタイプし、木工、鉄工、電子工作、プログラミング等をするようになってから、この事実にハッと気付くことができた。そしてそれに気付いてからは、”you’ll never be the same again (もう元には戻れない)”。
もう一つのデザインのスーパーパワーが、それを周りの大切な人たちへと還元できることである。IDEOのメンバーの多くは、何か新しいモノやツールが必要になったときに、まず最初に、自分でどう作れるだろう?と考える。
かくいう僕も、家にキッチンカウンターが必要だったので作ったし、コロナの手洗いがしんどくなってきたのでそれを楽しくするべくGoogle Assistant用の手洗いDJアプリ(手洗いをしている20秒間に当てはまる曲を自動で選曲してくれる)を作ったし、オンラインで行うワークショップにどうにかして手触り感を戻したく、遠隔ハイタッチシステムを作った。何かを作り出せるようになると、自分や、自分の大切な人たちの困りごとが、自分の手によって少しだけでも良い方向に変化を起こせるかもしれない、という希望に変わる。かくして、デザインという力を手に入れた人は、スーパーパワーを手に入れるのである。

総クリエイティブ・コンフィデンス時代を目指して
このスーパーパワーは、心理学の用語ではSelf Efficacy(自己効力感)であり、それをデイヴィッド&トム・ケリー 兄弟がIDEO流に翻訳した結果が、クリエイティブ・コンフィデンス(創造性に対する自信)である。おそらくIDEOに限らず、モノづくりに携わる全ての人たちが、このクリエイティブ・コンフィデンスを自覚した瞬間があるはずだ。そして、僕たち自身も、まだこのクリエイティブ・コンフィデンスを拡張していく長い旅路の真っ只中にあるように思う。
自分の周囲10mの範囲内の困りごとに対して何かポジティブな変化を起こせると気付いた人は、次に周囲100m、1km、100kmと、自分が変化を起こす範囲を少しずつ広げていくことができる。その過程で、一人でできることの限界を知り、今度は仲間と一緒に、より大きな課題へとぶつかっていくようになる。結果として、新しい電化製品、自転車、医療器具、学校、政策など、より規模の大きいデザインを行っていくことができる。
d.campにこれまで参加したキャンパーたちは、(知ってか知らずか)この果てしないクリエイティブ・コンフィデンスの旅路の一歩目を踏んでもらっているのである。
VUCAと呼ばれるこの時代、更にはパンデミックの先行きが未だに見えない中では、このクリエイティブ・コンフィデンスを華麗に使いこなし、主体的に動ける人たちが一人でも多く必要である。その一歩目を踏み出すことをサポートし、かつそれがいかに楽しくて素晴らしいことであるかを知ってもらうことが、d.campの目的であり、ひいてはIDEOという組織の隠れミッションであるように思う。
僕がIDEOに入って驚いたことは沢山ある。みんなが17時にはあっという間に帰宅してしまうことや、ワインを片手に作業することなど、いわゆる外資の洗礼みたいなことも多い中で、特に驚いたのが、IDEOという会社が教育にかける想いの強さである。

Six qualities of a great data scientist
And how to cultivate them.
Some of these you may know, but others may surprise you. These six hard and soft skills are not just things to look for in a data science hire, but are also things to cultivate in yourself to prepare for a successful and fulfilling career in data science. We made this list to help identify ideal students for our data science bootcamp, people who will make great students and great hires.
1. Statistical thinking
Data scientists are professionals who turn data into information, so statistical know-how is at the forefront of our toolkit. Knowing your algorithms and how and when to apply them is arguably the central task to a data scientist's work. However, to do this well can be an art and a science.
A good data scientist can model any data he is given and implement a toolbox full of algorithms to make statistically-informed predictions and recommendations. A great data scientist can smell something 'fishy' in the results she gets, senses that he needs to ask the client or stakeholder a few more questions before retreating to the code cave, and can make the difference between a game-changing insight and an expensive blind hunch.
Cultivating statistical thinking: Quantitative thinking sinks in the fastest when it is relevant to you. At Datascope, we keep our statistical thinking sharp by calling each other out on our bold claims, sometimes making friendly bets, and figuring out how to resolve it with statistics. For example, here’s one you can try on your friends: how many wikipedia articles contain the word “the”? All of them? Nearly all of them? We put the over-under at 90%, wrote a script to calculate the wikipedia document frequency of the word “the”, and shocked ourselves to find out the word “the” only appears in 85% of wikipedia articles.
2. Technical acumen
Data scientists write code and work with teams to produce tools, pipelines, packages, modules, features, dashboards, websites, and more. We write code on the back end and the front end. We do structured and unstructured. We sift through unfamiliar formats and legacy code, and "roll our own" tools when we can't find the solution we need.
A great data scientist has a hacker's spirit. Technical flexibility is as important as experience, because in this field the gold standards change with an alarming rate. Data scientists work together, love open source, and share our knowledge and experience to make sure that we can move at the speed of demand. If your data scientist is a quick study, you've made a sound investment beyond the current trend cycle.
Cultivating technical acumen: Write code, every day if possible. Learn about the tools you want to use, but don’t just read about them, try them. Follow a tutorial. Change it and see what happens. Break it. Check out someone’s projects that are written in a language you don’t know. If you read about a new tool or service that interests you, start by just making a “hello, world”. Work in small bites.
3. Multi-modal communication skills
When the analysis is finished running, most of the time the results aren't pretty. That's not to say they are unhelpful, but they are often trapped in opaque readouts, or in plots that are sensical to the expert's eye but hieroglyphics to the rest of the team and stakeholders. Algorithmic output has to be interpreted and communicated to make the leap out of the data science team and into the hands of the rest of the company to be put to service in alignment with their usefulness.
A great data scientist can contextualize and translate a problem and its solution to interested parties of wildly varying backgrounds using common ground, metaphor, skillful listening, and storytelling. This includes the written communication that goes into a statement of work or a report, visual communication for clear and intuitive plots and visualization, and spoken communication for presentations, project specifications, check-in meetings, and iterative design. If your data scientist can stop a meeting when it's clear that not everyone is on the same page, draw a sketch on the whiteboard and elicit consensus from a diverse team, you have a deeply valuable person on your team.
Cultivating multi-modal communication: Practice writing and talking about your technical projects to “normal” people. Edit yourself down to the important parts. Learning to edit yourself is key. Practice visual communication with “crayon wireframes”—we use these all the time, and they help us to think visually and iterate quickly. Sketches are also a great way to gut check if everyone is on the same page. If the words you’re saying seem to match each other, but the pictures don’t jive, you may have nipped some future problems in the bud.
4. Curiosity
So your data scientist is a technical and statistical whiz who can explain a Markov chain to a supermarket checker. What else separates the elite? The first of our trio of invaluable soft skills is curiosity. Many who are drawn to data science find most alluring the opportunity to work on a constant stream of new and challenging puzzles. They are people who have been asking "why" and "how" since their mouths could form the words.
A good data scientist will take a request, implement it, and deliver the prediction or analysis with confidence. A great data scientist will come back asking for access to more data, or to interview users, or to try something new in the next iteration, because something he did triggered that curious itch. Curious data scientists might have a disdain for machine learning competitions because they can't access all of the levers and choice points to ask questions and dig deeper. Masters of curiosity are quick to question their own assumptions.
Cultivating curiosity: Are there stupid questions? Actually, probably… yes. But who cares? In our experience they are largely indistinguishable from really great questions that no one has bothered to ask yet. So we don’t discriminate, and we ask many many questions that may or may not be stupid. Ask enough stupid questions and eventually you’ll land on something brilliant. Seek out people different than you to talk through ideas. Let your mind wander. Raise your hand and ask questions. And never assume that the experts see everything that you do -- don’t ignore that inner voice when it’s telling you something isn’t adding up. You might ask a stupid question (and learn), or you might ask a brilliant one (and discover).
5. Creativity
Creativity goes far beyond the obvious applications in communication and project design. Of course, a data scientist who can create an attractive and easy-to-grasp report or visual out of results that would take a couple of master's degrees to fully understand is a skill with enormous returns. Creativity provides the fuel for skillful communication, and that is not a hard sell.
Beyond aesthetics and communication, however, the best data scientists are creative problem solvers and have a peculiar relationship with the word "no." Your data scientist really wants to include those user-level data sets in the algorithm, but they are locked down in another silo within the company? She figures out a way to model their effects from the population statistics, or she generates a simulated report using dummy data to convince the c-suite that building a bridge between departments is well worth the risk or effort. The client wants to know how much foot traffic their potential new outlets will see, next Friday, and those data don't exist or aren't available? He uses publicly available transit data to build informed estimates and proposes a small and inexpensive sample-gathering project to build a turnstile-count-to-total-pedestrians conversion heuristic.
Great data scientists get annoyed by “no,” so annoyed that they find a way to get around it, over it, or through it, or they back up and take another path altogether. Design constraints are infuriating and intoxicating. A data scientist who says "no," followed quickly by "wait, hold on… let me think," just might be a great creative thinker.
Cultivating creativity: When you have an idea, do it, and let go of judgment. Foster an environment that invites questioning, thinking outside the box, and a “yes, but” conversational atmosphere. Creativity is ingrained in culture: give people around you the safety to “fail,” without judgement or criticism, and they’ll likely grant you the same. When you’re surrounded by people thinking and working creatively, you’ll find your own creativity flourishing, too.
6. Grit
In all of the characteristics and skills above, we've talked about technologies that appear, demand attention, and fade faster than songs on the top forty, messy data that should but don't quite fit into the model the client had in mind, dead ends, wrong turns, roadblocks, and red tape, teams full of mixed agendas and personalities; budgets, deadlines, clients, teams, and contractors; and the unicorn-magician-programmer-statistician who is supposed to bring it all together. Those who survive have a healthy inner store of grit.
All of these challenges and roadblocks could drive a reasonable person to an unplanned leave of absence. Grit is that inner drive that pulls us over obstacles, recasts setbacks as design constraints, propels us through fear of failure, keeps us walking through actual failure, helps us to resist the impulse to take things personally, and brushes that dirt off our shoulders. When grit is working, we’re less competitive so we can encourage and learn from each other. We get the taste for tackling the new and the unknown.
Cultivating grit: Let go of perfectionism. We encourage ourselves to think of quick and dirty ways we can resolve problems or test solutions. We share our early efforts and listen to the feedback we get. Keep in mind that every expert has to start as a beginner, and a beginner trying to masquerade as an expert fools no one but himself. Don’t be afraid to let your warts show—what seems like a weakness, handled properly, is a powerful tool for leadership and growth.
What does it take to be a great data scientist? We thought long and hard about this while we were designing a data science bootcamp for Metis.


Design Thinking in Harvard Business Review
Tim Brown writes about how thinking like a designer can transform the way we do business.
Read the article online at Harvard Business Review.
Leaders now look to innovation as a principal source of differentiation and competitive advantage; they would do well to incorporate design thinking into all phases of the process.
~Tim Brown
Want to dive deeper? Learn more about design thinking with IDEO U.
In an article for Harvard Business Review, IDEO CEO Tim Brown shows how thinking like a designer can transform the way we develop products, services, processes—and even strategy.


Inside our effort to make design careers more accessible
Introducing IDEO and RepresentEd's Color by Design fellowship.
“While I had done a good deal of research and was familiar with evidence-based design in an academic setting, I had little knowledge about design-related career paths,” she explains, a scenario she sees as typical for a lot of BIPOC (Black, Indigenous, people of color) students. “I think there are only certain paths presented to you as viable,” she says, “which is unfortunate because I think a lot of the systems and things that need redesigning disproportionally affect people of color.” And yet less than three years later, the public health and sociology major would find herself working on an IDEO design-research team.
She got there viaColor by Design (CxD), RepresentEd’s newest fellowship designed for BIPOC in partnership with IDEO. The first cohort of design-research fellows will finish the program in June, and the experience has been groundbreaking: for IDEO and, we think, for the fellows, fewer than five of whom came to the fellowship with any previous design experience. That’s, well, by design.
“The program is about increasing access to design—not just to IDEO but the design industry as a whole,” says RepresentED CEO and founder Rashida Hanif. “CxD has served as a proof of concept that someone can go from zero design knowledge to designer and bring value from day one.”
After completing a three-month part-time professional training course that ran from September through November 2021, the 14 fellows have been integrated as full members of the IDEO community during their six-month fellowship. They’ve been working alongside IDEO employees on key client projects, among them engagements with a major tech company, projects around access to abortion, and the reimagining of the student experience at colleges like NYU.
They’re a month away from wrapping up, and IDEO had planned to keep the ball rolling by launching the application process for the next round of fellows this month. But we’ve decided to take a beat and will be postponing the next cohort until 2023. It’s not hesitation, it’s preparation. Together with RepresentED, we have a shared eagerness to keep growing and expanding, but that’s paired with a shared commitment to scale the program in a thoughtful way.
So many rich learnings have emerged since September. Rather than try to synthesize them and make adjustments in real time, we want to spend more time with our questions and give ourselves space to put our insights to work.
One of the biggest ones is that the fellows only participated in design research. We want to expand and scale CxD to other disciplines—perhaps communications design and experience design—and other divisions of IDEO have made it clear that they’d love to welcome fellows of their own. The opportunity is there, but it’ll take some additional work to put the pieces in place.
We’d also like to finesse the bootcamp aspect, the three months of training that precede the paid, full-time fellowship. As it stands, the bootcamp is largely focused on design thinking as a whole, with modules about design research, methodology, etc. We realized some of our fellows need deeper design research support, and we’d like to get ahead of that earlier in the bootcamp.
Getting the foundation right is important, and we are glad to be able to provide it. One fellow in this cohort was a freelance graphic designer who worked as a bartender. He told me CxD has changed the trajectory of his career and his life—and that’s a real gain for the industry. The fellows may not have deep design backgrounds, but they bring rich and varied experience to the table. Another worked as a doula and felt ready for a career change. Yet another worked on the White House’s National Economic Council. Others did content marketing for international fragrance companies, spearheaded community initiatives to inspire change, and co-founded creative agencies.
The reality is that if not for a program like this, IDEO would have probably overlooked their applications. There are so many barriers to entry within the design industry, and Sasha puts it so well: “It’s not that the fellows don't have experience that would make us successful designers, but that what is seen as relevant experience is often so narrow.” RepresentED has an uncommon ability to take a wide view, which has in turn allowed us to welcome folks whose perspective is missing.
The design industry has long been a homogeneous one (IDEO is no exception, with a U.S. community that is still only 5 percent Black, less than 1 percent Indigenous, and less than 7 percent Hispanic/Latinx.) We needed to expand access, and RepresentED excels in recruiting non-traditional candidates and among communities of color.
“Our sweet spot is people who studied the social sciences and humanities, the ones always told, ‘What are you going to do with that major?’ The ones who are told they have to get a graduate degree, or go into academia,” says Rashida. “They often aren’t aware of how vast their options are and how to present their skills to the job market as viable candidates. English students are incredible writers. Anthropologists understand people and culture. Transfer students bring an amazing life context to the table. We teach them how to use human-centered design to their advantage.”
She thinks of these candidates in a striking and insightful way: “I often feel like we live in a society where we like to throw away the beautiful things. I see them as this collage of beauty. There’s more of that than there is of the status quo.”
And CxD is proving to be a viable way to shift that status quo. It has also shifted things in IDEO’s internal structure. The program touches so many different parts of IDEO—the marketing team; team building, which oversees project teaming and staffing; IDEO’s Research and Insights cohort; and IDEO U, IDEO’s online learning platform. In the process of building up the program we’re learning how to create more equitable structures and thinking about how we onboard employees differently, too.
The fellows very intentionally have a strong network of support. In addition to their interactions with the CxD leadership team, each is assigned a manager and a craft mentor as well as a steward, an IDEO designer who holds a non-evaluative role and creates a safe space for the fellow to take any challenges to. As Sasha puts it, “It helped with building creative confidence. The attitude is, ‘You’re supposed to be here, but if you have a question you know where to go.’”
As for Sasha, she spent 14 weeks on the IDEO design research team that partnered with a major baby retailer to reimagine the registry experience. “The video of a Zoom interview I led with a parent—the first interview I had led—was used continually throughout the project,” she recalls. “That always felt like a rewarding moment: being reminded that those were insights I helped to uncover and the affirmation it provided that I had done a good job.” She moves to a new project this week.
“I’ve developed confidence in myself as a designer. I’ve been equipped with this toolbelt of skills that will be useful no matter where I end up,” Orewa says of her experience. “Last week I had a call with someone who saw I was a part of CxD but had a background in public health and reached out on LinkedIn to ask questions. That makes me excited, that there are people like me who are learning that the opportunities are out there. It’s the ripple effect.”
The next CxD cohort will launch by the end of 2023. We will share updates as we get closer to the recruitment season. If you have any questions, please contact info@representedleadership.org.
By the time Sasha Orewa graduated college in 2019, she had been exposed to plenty of things. Design research wasn’t one of them. Ditto UX, interaction design, or experience design.


Lindsey Turner
I’m passionate about building brands, products, and experiences that help organizations show up with meaning and momentum.
I help organizations cut through complexity by shaping how they show up, through brand strategy, identity, and storytelling.
Working at the intersection of brand and business, I bring an editorial eye and a bias toward making—turning ideas into tangible experiences that people can understand, trust, and believe in.
My work spans government, healthcare, financial services, media, and consumer goods, from launching Gen Z-focused ventures to building innovation labs and reimagining legacy brands. I relish moments of ambiguity and enjoy translating across teams, perspectives, and priorities to move ideas forward.
I started my career in editorial and digital design, shaping cross-platform experiences and identity systems in publishing and agency environments. That foundation still shapes how I work today: I’m detail-oriented, collaborative, and overreliant on the Oxford comma. I hold a BFA in Visual Communication from the School of the Art Institute of Chicago.


Rachel Young
My work helps organizations see who their products aren't working for—and build the will and the tools to do something about it
For 25 years, I've asked the same question: Who does this design exclude—and what are we going to do about it?
My work spans human-centered strategy, inclusive design, and qualitative research, with clients ranging from Microsoft, Google, and Verizon to the National Science Foundation, and San Francisco Unified School District.
Before IDEO, I taught elementary school in East Palo Alto and spent a decade doing design work with social service organizations—where I learned firsthand what it costs people when systems are built without them in mind.
I am currently writing User Error, a nonfiction book about digital access and the design decisions behind it. I live in Oakland, California.


Brian Pelsoh
I lead with craft, ensuring our work is creatively excellent: rooted in deep human insight and imagination, while also grounded in the realities of business and technology.
My expertise spans brand, communication, and product design across tech, education, the arts, and social impact.
I believe great work demands both high-level vision and obsessive attention to detail, and only happens through collaboration.
I bring an inclusive, hands-on approach and a deep understanding of business, which enables me to consistently deliver excellence while always asking why.
Before joining IDEO, I worked at the brand firms Pentagram and VSA Partners. I began my career as a designer, leading teams at the School of the Art Institute of Chicago and the Milwaukee Art Museum. I hold an MFA in graphic design from Maryland Institute College of Art and a BFA in communication design from the Milwaukee Institute of Art & Design, and have taught at some of the best design schools in the US.


Tony Wong
I am responsible for IDEO’s long-term success in China and working with clients to use design as a tool to enable growth.
I am responsible for IDEO’s long-term success in China and working with clients to use design as a tool to enable growth. Specifically, I have helped Chinese companies design holistic brand solutions through the development of their products, communication, services, and innovation teams, and I have helped multinationals expand their presence and influence in China.
I advise global leaders on developing China-led innovation and capabilities.
In over 15 years in IDEO Shanghai, I have worked on projects that use design to elevate the quality of the experience of healthcare products and services, streamline processes that increase productivity, create spaces and programs that promote and enable inclusive communities, and build next generation mobility solutions that are planet-positive.
Before joining IDEO, I worked at Philips Electronics and the Electrolux Group in Italy, the Netherlands, and Singapore on a number of breakthrough commercial products. I am a member of the Young President Organization in Shanghai.
How to use AI as an editor, not a writer
Ed White shares how he uses AI as an editor—not a writer—to sharpen storytelling, rehearse ideas, and preserve the productive friction that makes creative work better.
Ed White has a rule he's tested on his own writing: hold yourself as the writer, and let AI be your editor. Ed is a Senior Design Director at IDEO's London studio, where he co-leads the firm's AI portfolio across Europe. Before IDEO, he spent 12 years as a writer and editor at the Financial Times, Wired, and Contagious. So when he talks about when to use AI for storytelling and when not to, it comes from two decades of crafting his storytelling skills.
In this episode, Mina Seetharaman talks with Ed about two specific tools he uses to keep AI in an editor's seat: a "roasting agent" prompted to critique his drafts without any sugarcoating, and a simulated audience he rehearses pitches on before the real thing. They also get into what Ed is hearing from design leaders at Anthropic, Lovable, Shopify, and Google Creative Lab about how creative work is changing, and why he thinks the friction of writing something yourself is worth protecting rather than automating away.
Building a personal AI for the messiness of life: Sida Li
Becca Carroll talks with Cue co-founder Sida Li about designing a personal AI for the messiness of everyday life—not just work. They explore how Sida stays anchored to human needs while navigating fast-changing technology, product tradeoffs, business-model experimentation, and the realities of building an AI company today.
Most AI products today are built for work—a space with clear problems and established systems. One founder noticed a gap: personal life is messier, harder to systematize, and mostly left behind by the AI boom. So she built Cue, a personal AI that lives inside iMessage and group chats, to go where the other tools haven't.
In this episode, Becca Carroll, IDEO's Chief Strategy Officer, talks with Sida Li, co-founder and CEO of Shared Context Lab, about staying anchored to a human need while the technology around her keeps changing shape, why she treats her business model with the same rigor she'd bring to a product, and what it feels like to build a company at this particular, disorienting moment in AI.
The conversation also gets into how Sida makes design decisions: the language Cue uses to describe itself, the tradeoffs behind building inside iMessage instead of a new app, and a real story about a business idea that didn’t pan out.
This is the second in a two-part series profiling founders from IDEO's Startups-in-Residence program. The first conversation is with Johannes Seemann, founder of Sooner, on designing GenAI for the emotional side of money.
Designing GenAI for the emotional side of money: Johannes Seemann
Designing financial tools around the feelings that shape money decisions.
Most personal financial tools are built to run the numbers and optimize towards a budget. While that works for some, most people experience money as a lived relationship that does not neatly fit into a spreadsheet. Johannes Seemann and Becca Carroll discuss why money is emotional before it is mathematical, and what a human-centered approach to building a generative AI financial product looks like in practice.
The curious leader's edge in uncertainty: Scott Shigeoka
How genuine curiosity helps leaders navigate uncertainty with greater confidence.
Mina Seetharaman talks with Scott Shigeoka, author of Seek and Head of Curiosity Cultivation at the Eames Institute, about what distinguishes genuinely curious leadership from performative curiosity, how power dynamics shape curiosity, and why practicing curiosity can restore energy rather than drain it.
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