Looking to understand the role of instant noodles in middle-class Chinese life, the IDEO team conducted in-home research with consumers across a range of life stages and levels of attachment to noodle culture and convenience foods. The first finding was reassuring: Everyone kept instant noodles at home. The category still had a place in middle-class kitchens. But beneath that was a more complicated, emotional story—and an unmet need for convenience and quality to coexist in a single product.

The team discovered that instant noodles are more than just a quick, on-the-go meal; they are a nostalgic comfort food that evokes fond memories. But since their heyday, their role in daily life has evolved. Once a complete meal in itself, instant noodles now often function as a versatile flavor base or culinary accent in other dishes. Because they don’t align with the healthier, higher-quality, and more novel food choices that middle-class consumers aspire to, noodle shops, delivery noodles, or fresh-cooked instant options often win out. Yet, even these alternatives come with trade-offs. Delivered noodles lose texture during transport. Sit-down noodle shops preserve quality but offer limited flavors.  Cooking from scratch meets the bar for both texture and flavor, but requires a significant time investment. As one young mother said, “If I could get the texture of fresh-cooked noodles without turning on the stove, I’d buy that instant noodle for sure.”

The research inspired the creation of a new category, which the team termed “fresh-brewed noodles.” More than just a noodle or broth upgrade, Master Kong’s fresh-brewed noodles would offer the speed of instant noodles with the quality of freshly cooked options, plus flavors not found in traditional noodle shops. The strategic positioning was clear. Executing it by making fresh-brewed noodles mass-producible, affordable, and eventually profitable presented a category-innovation challenge. To get there, IDEO designed a series of dual-track co-creation workshops with the Master Kong team and consumers.

One track focused on prototyping the core product experience: noodles, broth, and toppings. IDEO and Master Kong’s R&D team began by studying the traditional craft of Chinese noodle-making, starting in Shanxi, a region renowned for its noodles. Through successive rounds of prototyping and consumer tasting, the team identified a critical insight: for “fresh-brewed noodles” to be convincing, the innovation had to be centered on the noodles themselves.

Texture alone was not enough. Consumers needed to see a meaningful difference before they tasted the product. IDEO translated this insight into a distinctive noodle profile: irregular, dimensional shapes designed to remain springy, hold sauce and broth, and mimic the resilience of freshly cooked noodles using only hot water. Because this visible shape represented the product’s core value proposition, it became a hero feature on the packaging. The graphic design made a bold visual statement about the noodle form, turning a technical R&D breakthrough into an immediately legible consumer promise: these are not ordinary instant noodles.

A parallel track explored the broader commercial experience: trend-forward and reimagined classic flavor profiles, light yet deeply satisfying broths, carefully selected toppings, and packaging that signals a new level of quality on store shelves. One key insight was that utensils carry meaning. Conventional instant noodles are often associated with disposable plastic forks, while higher-quality noodles are eaten with chopsticks. IDEO translated this cultural cue into the design of the bowl’s lid.

Instead of treating utensils as an afterthought, the team designed a solid, rounded, heat-retaining lid that embeds a pair of small wooden chopsticks. The gesture creates a small ritual of anticipation and reframes the product—not just a convenient instant meal, but a more considered noodle experience. Once opened, the product fulfills that promise with satisfyingly bouncy noodles, a rich liquid broth pouch that replaces the traditional oil-and-powder packet, and a vegetable packet reformulated with more premium whole ingredients.

The first batch of “Te Bie Te” Fresh-Brewed Noodles—Chinese wordplay that emphasizes “special”—launched in August 2025 with three trendy and tried-and-true flavors. Within just three days, sales exceeded 100,000 bowls. Within a week, “Te Bie Te” topped the instant noodle category sales ranking on Douyin, China’s domestic counterpart to TikTok. The outcome was bigger than a product launch—it served as proof that a mature, declining category could be fundamentally reinvented to meet consumers’ real needs. For Master Kong, the project became a North Star and a model for internal category innovation in beverages, ready-to-eat foods, and beyond.

Once a popular, affordable staple, the instant noodle category in China has been declining rapidly due to shifting demographics, rising food delivery options, and increasing customer demand for healthier, more nutritious meals.

‍

According to the World Instant Noodles Association, between 2020 and 2023, China’s instant noodle consumption fell by 4 billion packs.

100,000+

“Te Bie Te” bowls sold in the first 3 days on the market

#1

on Douyin’s instant noodle category ranking within one week of launch

Taylor’s legacy began in 1969 with the founding of Taylor’s College and soon expanded to include Taylor’s University, one of Southeast Asia’s top private universities, as well as many other institutions that serve 35,000 students per year. The family-owned group also operates Taylor’s International Schools, Garden International School, and Nexus International School for students ages 4 to 18. In Kuala Lumpur, Malaysia’s capital city, annual tuition at premium private schools like these ranges from about $10,000 to $25,000 USD. Taylor’s wanted to do something different: provide the same level of academic rigor and immersive learning experiences at one-third the cost.

IDEO began by speaking with over three dozen students, parents, teachers, and experts across the capital to understand what was working, what wasn’t, and what was missing from such moderately priced international schools.

A few themes quickly emerged. Families, students, and teachers were worried about the stability of these new private schools, which tended to have higher-than-normal teacher turnover rates and were plagued by financial instability, negatively impacting talent attraction and retention, as well as student learning. Parents appreciated that the schools offered holistic learning experiences, such as field trips to rural areas, including jungles, but wished they were more consistently part of the curriculum. And now, the looming challenge of AI—how to use it, how to teach it, and how to teach with it—was in the background, a persistent cause for concern. The big unmet need? Reassurance that Taylor’s was thinking long-term and systematically about developing the skills, knowledge, and mindsets that would prepare students for an ever-changing world. Parents wanted a school that measured growth in academic, social, and character terms over generations, not just school semesters.

With these insights in hand, IDEO began developing a design Playbook for Taylor’s new brand—Lexel International Schools. A combination of “lexicon” and “excellence,” Lexel’s mission is “building what lasts, learning for life.”

The schools are centered around three key differentiators: 

• Always Ahead: Lexel schools commit to staying current with the topics and subject matter they teach, as well as the tools they provide to students, parents, and teachers.s.  
  ‍
• Learning That Builds for Life: The schools ensure programmatic, systemic, and consistent learning experiences from Pre-K to Year 11. Interested students can even continue their post-secondary journey in partnership with Taylor’s University and other higher education institutions within the Taylor’s ecosystem.
  
  
• Educators for the Long Run: These schools commit to ongoing investments in professional growth opportunities for teachers and stable learning environments for students.

Four Lexel Literacies—AI, Digital, Financial, and Nutrition—integrated into the Cambridge Curriculum bring the school’s vision and mission to life.

By systematically integrating AI literacy into its spiral education framework, in particular, an approach where major topics are revisited multiple times through a curriculum to build fluency over time, Lexel ensures parents that the school is thinking a decade ahead from Day One, setting the school apart. In addition to enhancing AI fluency, Lexel offers unique end-of-term experiences called Jungles & Junctions.

Combining three important strands of learning—community engagement, nature-based personal and interpersonal development, and career and university exploration—Jungles & Junctions leverages Taylor’s extended educational network and Lexel’s strategic founding campus within the Gamuda Gardens development in Selangor. Surrounded by tropical rainforests, the township’s residential neighborhoods, theme park, and various sports facilities, including an Olympic-length swimming pool, are transformed into an extended Lexel campus, with a GenAI-driven planner to help teachers streamline the organization of class outings. “The Township is Your Campus” became the tagline for this approach.

In September 2025, just months after IDEO’s collaboration ended, Taylor’s began classes at its first Lexel International School. By mid-year, the new school had achieved 115% of its year-one student enrollment target, with significant inbound demand for Year 2 already demonstrating the school’s market resonance.

The modern campus features spacious classrooms, science and technology labs, a library, a multipurpose hall, and a canteen. Annual tuition ranges from about $2,800 USD for pre-K students to about $6,100 USD for secondary students.

Most importantly, by combining Taylor’s deep academic expertise, Gamuda Land’s development prowess, and IDEO’s innovative design Playbook, Lexel brings quality, affordable international education closer to home for Malaysian families. According to one parent, “My daughter looks forward to going to school every day … and has a lot of opportunities to express herself. On a scale of 1 to 10, I give [Lexel] an 11.” Based on the IDEO Playbook, a second flagship campus in the Southern Klang Valley, which is scheduled to open in September 2026, has already exceeded its year-one target enrollment expectations, with plans to continue extending the Lexel network to other parts of Malaysia and the wider Southeast Asian region in the near future.

Malaysia’s private international school sector has grown significantly as parents seek quality English-language education. However, high tuition fees and limited access to reputable schools are continual challenges for those in the emerging middle class.

115%

of Lexel’s student enrollment target reached during the launch year of its first campus
‍

Year 1 enrollment target exceeded

at Lexel's second campus several months ahead of classes commencing

‍

The American news industry has long been a competitive and saturated market. This has only intensified with the emergence of social media outlets and AI-generated news. Even so, SAN’s rigorously unbiased, fact-based reporting style and rich video storytelling had enabled the ambitious startup to rise above the media fray in just three short years.

With a strong foundation to build on, IDEO sought to further differentiate SAN’s cutting-edge news product and build deeper engagement with a wider audience through a new user experience.

‍Collaborating closely, IDEO and SAN began by delving deeply into media consumption habits. They met with early SAN superfans, news consumers who spent hours a day absorbing content from traditional outlets like Fox and USA Today, and those who looked to their Ring doorbell app or Reddit for news. The takeaways? People were tired of clickbait and clunky interfaces. They sought clear, factual news that was easily accessible, with additional context to help them interpret events and understand their significance. They craved more than one perspective on important topics, so stories felt balanced rather than polarized. They also valued having control over how they consumed news, so making it easy to switch between text, video, and audio formats was crucial.

Together, IDEO and SAN created features across SAN’s website and app that put facts, trust, and transparency at the core of the product experience. Fact Cards distill key data points into clear, shareable units, while the Sources feature allows readers to trace information directly back to its original source. To make complex stories easier to grasp, Big Picture insights drill down into why events matter, surfacing underlying themes, historical parallels, differences in reporting, and common ground. The Why This Story Matters section provides readers with clear framing and sets the story within a broader context, while the Timeline illustrates how events unfold over days, months, or even years. An antidote to news polarization, See All Sides presents left, right, and center narratives for key topics side-by-side, and Media Landscape visualizations reveal how coverage varies across outlets. Finally, to ensure SAN fits seamlessly into readers’ daily lives, the redesigned Today Page is organized into three highly scannable sections: Latest News, Top Stories, and SAN Originals. The combined features create a balanced, clear, and non-polarizing news experience, making it easy for readers to delve deeper into the sources of their news.

SAN now delivers a news experience as modern, dynamic, and trustworthy as its journalism. A month after its debut, the SAN app’s page views increased 1,170 percent year over year compared to June 2024, while active users rose 700 percent. Readers also give the updated mobile experience a 4.8 rating on the Apple App Store. “Our team is delivering reporting that’s both deeply factual and accessible,” said Derek Mead, SAN’s Chief Content Officer. “This redesign is pivotal to the direction journalism needs to take and the leadership role Straight Arrow News is taking on as we help guide the news industry into a brighter future.”

SAN built a loyal readership and gained recognition for its unbiased reporting. To expand and stand out from legacy media, SAN  wanted a redesigned user experience that reflected its commitment to fact-based journalism.

1,170%

increase in app page views YoY 

700%

increase in active users

4.8 rating

on the Apple App Store

Sanofi was the first company to supply the polio vaccine worldwide. Because of the global fight against the disease, endemic wild poliovirus transmission is now limited to just two countries. However, attitudes toward vaccines and immunizations have shifted significantly. To ensure a smooth launch of Beyfortus in a time of increased vaccine hesitancy, Sanofi asked IDEO to conduct research across four important and very different healthcare markets: Germany, Spain, China, and the US.

IDEO worked with parents, caregivers, healthcare professionals, and healthcare administrators to identify potential barriers to vaccine adoption and understand the emotional needs of all stakeholders involved in the immunization process. Navigating cultural differences and diverse healthcare environments, the team uncovered a set of insights.

For healthcare professionals, the team discovered there was no one-size-fits-all approach to immunization training across Sanofi’s 20-plus global markets. While consistency of key information was important, trainings needed to be flexible and customizable. This way, regardless of whether the vaccine was administered by midwives, OB-GYNs, nurses, or doctors, they could  confidently discuss the pros and cons across cultural contexts and administer the drug correctly.
‍
For new parents, receiving information about a new immunization immediately after giving birth could be too stressful. But simply leaving pamphlets about Beyfortus in waiting rooms didn't address their real concerns, either. Caregivers needed to engage in conversations earlier in their pregnancies and continue them after leaving the hospital, when they might have additional questions.

IDEO translated these research insights into a highly accessible global communication toolkit that uses simple, straightforward language, metaphors, and illustrations to support informed conversations between healthcare providers and parents before, during, and after a child is born. IDEO then conducted a series of market-fit co-design workshops with representatives of Sanofi’s global immunization business to iterate on the print and digital tools, make them more resonant with regional customers, and ensure compliance with local regulations. IDEO handed the toolkits over for development to support the launch of Beyfortus in January 2024, just in time for RSV season.

Beyfortus saw enormous demand in its first year, demonstrating strong efficacy in real-world applications and achieving blockbuster status as a $1.8 billion therapy. Sanofi’s global launch team credits the patient-centric toolkit with increased requests for communication materials from its regional markets as well as from healthcare and government organizations that have typically been hard to reach, key goals of its global-local launch strategy.

Since its development, Beyfortus has received swift regulatory approval from the US, EU, China, and Japan, with patient demand causing Sanofi to triple its worldwide manufacturing capacity to meet the needs of the 2024-25 RSV season. Ahead of the larger global distribution of Beyfortus, IDEO and Sanofi partnered with equity expert consultants, Fearless Futures, to conduct a DEI review and worked with doctors and nurses who participated in the initial drug launch to make the materials even more accessible, relevant, and successful for 2025 and beyond. To date, six million babies—and counting—have been immunized with Beyfortus.

Worldwide, childhood vaccination hesitancy among parents fluctuates between 25-45%, according to the World Health Organization (WHO), a trend it considers one of the biggest global threats to public health.

85.9%

‍reduction in hospitalizations for infants who received Beyfortus compared to those who did not (2023–24 RSV season)

$1.8B

in first-year sales of Beyfortus

‍

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。

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.

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.

“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.

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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.

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.

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.

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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.

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.