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Lead Data Scientist
Cohere — один из мировых лидеров в области ИИ, что гарантирует работу над передовыми технологиями. Отличный социальный пакет (6 недель отпуска, бюджет на ментальное здоровье) и возможность удаленной работы делают вакансию максимально привлекательной.
Сложность вакансии
Роль требует не только глубоких технических знаний в области причинно-следственного вывода и предиктивного моделирования, но и доказанного опыта управления командой в быстрорастущей ИИ-компании. Высокая планка ожиданий к лидерским качествам и способности работать в условиях неопределенности.
Анализ зарплаты
Зарплата для позиции Lead Data Scientist в топовых ИИ-стартапах США и Канады обычно находится в верхнем дециле рынка. Указанный диапазон отражает текущие реалии для специалистов такого уровня в компаниях уровня Tier-1.
Сопроводительное письмо
I am writing to express my strong interest in the Lead Data Scientist position at Cohere. With a deep background in statistical inference and predictive modeling, I have consistently demonstrated the ability to transform complex, ambiguous business challenges into rigorous analytical frameworks. My experience leading high-performing data science teams aligns perfectly with Cohere's mission to scale intelligence and deliver actionable insights that drive product and go-to-market strategies.
Throughout my career, I have specialized in designing sophisticated experimentation programs, including causal inference and multi-armed bandits, which I see as a core component of this role. I am particularly drawn to Cohere because of your commitment to building foundational AI infrastructure. I am eager to bring my technical expertise in Python and SQL, combined with my leadership style grounded in empathy and data-driven decision-making, to help Cohere's partners understand the true value of AI for their bottom line.
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Описание вакансии
Who are we?
Our mission is to scale intelligence to serve humanity. We’re training and deploying frontier models for developers and enterprises who are building AI systems to power magical experiences like content generation, semantic search, RAG, and agents. We believe that our work is instrumental to the widespread adoption of AI.
We obsess over what we build. Each one of us is responsible for contributing to increasing the capabilities of our models and the value they drive for our customers. We like to work hard and move fast to do what’s best for our customers.
Cohere is a team of researchers, engineers, designers, and more, who are passionate about their craft. Each person is one of the best in the world at what they do. We believe that a diverse range of perspectives is a requirement for building great products.
Join us on our mission and shape the future!
Why this role?
We're building the foundational infrastructure that will define how the world thinks about and deploys AI, and we want the sharpest, most curious people to help us do it. As a Lead Data Scientist on our Analytics and Data Insights team, you'll tackle problems that don't have textbook answers yet; shaping go-to-market strategy for technology that's still being invented, designing the experiments that prove or kill our biggest bets, and helping enterprises understand what foundational AI actually means for their bottom line. You'll own the full analytical lifecycle, from framing the right questions and building the models, to leading a team that delivers answers leadership can act on.
As a Lead Data Scientist, you will:
- Drive the mission forward.
- Own the science: design and lead experimentation programs including A/B tests, multi-armed bandits, causal inference studies, that directly map to product and go-to-market decisions.
- Build predictive models that matter: develop and deploy models for forecasting, segmentation, propensity scoring, and opportunity sizing across Cohere's core business lines.
- Lead and grow a team: manage a team of analysts and data scientists. Set the technical bar, mentor aggressively, and create an environment where exceptional people do their best work.
- Act like an owner: no waiting around. You'll define analytical priorities, allocate resources, and push initiatives from question to production.
- Shape strategy: partner across product, research, sales, and finance to define how Cohere grows. Your team's work will get built into products and implemented into strategy.
You may be a good fit, if you have:
- Strong command of SQL, Python, and Git, alongside deep expertise in statistical inference, experimental design, and predictive modeling
- A proven ability to turn ambiguous business questions into rigorous analytical problems, with clear and compelling recommendations to match
- Experience leading analytics or data science teams, with a track record of making smart people faster
- Familiarity with modern data stack tools such as BigQuery, dbt, Looker, or Airflow (nice to have, not essential)
- Genuine excitement about AI - you follow the research, have opinions, and enjoy being in the weeds
- Comfort operating in ambiguity, managing complex multi-workstream roadmaps, and distilling insights into a concise, actionable narrative
- A leadership style grounded in empathy as much as in data
If some of the above doesn’t line up perfectly with your experience, we still encourage you to apply!
We value and celebrate diversity and strive to create an inclusive work environment for all. We welcome applicants from all backgrounds and are committed to providing equal opportunities. Should you require any accommodations during the recruitment process, please submit an Accommodations Request Form, and we will work together to meet your needs.
Full-Time Employees at Cohere enjoy these Perks:
🤝 An open and inclusive culture and work environment
🧑💻 Work closely with a team on the cutting edge of AI research
🍽 Weekly lunch stipend, in-office lunches & snacks
🦷 Full health and dental benefits, including a separate budget to take care of your mental health
🐣 100% Parental Leave top-up for up to 6 months
🎨 Personal enrichment benefits towards arts and culture, fitness and well-being, quality time, and workspace improvement
🏙 Remote-flexible, offices in Toronto, New York, San Francisco, London and Paris, as well as a co-working stipend
✈️ 6 weeks of vacation (30 working days!)
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Навыки
- Git
- A/B Testing
- Python
- SQL
- Looker
- dbt
- BigQuery
- Airflow
- Predictive Modeling
- Causal Inference
- Experimental Design
- Statistical Inference
Возможные вопросы на собеседовании
Проверка опыта в разработке сложных экспериментов, упомянутых в описании (multi-armed bandits).
Расскажите о случае, когда вы внедряли многоруких бандитов вместо классического A/B тестирования. Каков был бизнес-результат?
Важно понять, как кандидат переводит бизнес-задачи в технические метрики.
Как бы вы подошли к оценке влияния внедрения новой LLM-функции на долгосрочную ценность (LTV) корпоративного клиента?
Роль предполагает управление командой экспертов.
Опишите ваш подход к менторству сильных специалистов. Как вы помогаете им расти, сохраняя при этом высокую скорость разработки?
Проверка навыков работы с данными в контексте бизнеса.
Какие методы причинно-следственного вывода (causal inference) вы использовали для оценки эффективности маркетинговых кампаний или изменений в продукте?
Оценка вовлеченности в индустрию ИИ.
Какое недавнее исследование в области больших языковых моделей (LLM) показалось вам наиболее значимым для бизнеса и почему?
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