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intercom
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SeniorГибридПолная занятость

Senior Data Scientist AI Tooling

Оценка ИИ

Intercom — топовый продуктовый бренд с сильной инженерной культурой и фокусом на AI. Позиция предлагает уникальную возможность влиять на бизнес-процессы компании, отличный соцпакет и работу с передовыми технологиями (LLM, Agents).


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует редкого сочетания навыков: глубокой экспертизы в ML/LLM, владения полным циклом разработки (включая Frontend на React) и сильного бизнес-мышления для работы с GTM-метриками. Высокий уровень ответственности и работа в условиях неопределенности повышают сложность позиции.

Анализ зарплаты

Медиана105 000 €
Рынок90 000 € – 130 000 €
Оценка ИИ

Предлагаемая роль Senior уровня в Дублине соответствует высокому рыночному спросу. Ожидаемая зарплата для таких позиций в Ирландии в технологическом секторе обычно выше среднего по рынку из-за дефицита специалистов на стыке AI и Fullstack разработки.

Сопроводительное письмо

I am writing to express my interest in the Senior Data Scientist (AI Tooling) position at Intercom. With a strong background in building end-to-end AI applications and a proven track record of delivering measurable impact for Go-To-Market teams, I am excited by Intercom's mission to redefine customer service through advanced AI like Fin.

In my previous roles, I have specialized in bridging the gap between complex data science and practical business tools, utilizing LLMs, RAG, and Python-based backends to automate high-value workflows. I am particularly drawn to this role because it combines deep technical work—including React frontends and data modeling—with a high-ownership product mindset. I am confident that my experience in deploying production-ready AI tools and my ability to collaborate closely with Sales and Success teams will allow me to contribute immediately to the RAD team's success.

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Откликнитесь в intercom уже сейчас

Присоединяйтесь к лидерам AI-революции в Intercom и создавайте инструменты будущего для GTM-команд!

Описание вакансии

Intercom is the AI Customer Service company on a mission to help businesses provide incredible customer experiences.

Our AI agent Fin, the most advanced customer service AI agent on the market, lets businesses deliver always-on, impeccable customer service and ultimately transform their customer experiences for the better. Fin can also be combined with our Helpdesk to become a complete solution called the Intercom Customer Service Suite, which provides AI enhanced support for the more complex or high touch queries that require a human agent.

Founded in 2011 and trusted by nearly 30,000 global businesses, Intercom is setting the new standard for customer service. Driven by our core values, we push boundaries, build with speed and intensity, and consistently deliver incredible value to our customers.

What's the opportunity?

The Research, Analytics & Data Science (RAD) team turns insight into action. We uncover customer, product, and business insights and translate them into tools and decision systems embedded directly into GTM workflows.

AI has unlocked an entirely new generation of internal tools for our GTM teams. We’re evolving from static dashboards to LLM and agent-powered workflows that do the work: auto-researching accounts, summarizing prior interactions, drafting personalized outreach, flagging renewal risk, and assembling decks and docs - enabling Sales and Success to focus on high-value conversations.

The RAD team partners closely with GTM Systems to define problems, solutions, and measure impact - from prototype to production.

This is a high-ownership role for someone who thrives in ambiguity, is energized by solving complex real-world problems, and is motivated by seeing their work translate into tangible business impact.

What will I be doing?

  • Design, evaluate, and ship AI-powered internal tools for GTM use cases - including account research & summaries, next-best-action recommendations, renewal propensity, pipeline risk detection, QBR/autobrief generation, and post-call summarization & follow-ups.
  • Work end-to-end: Own the full lifecycle, from problem definition and data modeling to building production-ready tools, including writing Python backends and React frontends.
  • Prototype fast, ship to learn: Rapidly build with users, then productionize quickly to iterate and deliver impact.
  • Instrument for adoption and outcomes: Define success through real usage and measurable business impact (e.g., improved win rate, conversion, expansion).
  • Evangelize and enable: Document playbooks, run enablement sessions, and help leaders operationalize new tooling across teams.

What skills do I need?

  • Proven track record of applied data science with measurable GTM impact - you’ve shipped models or tools that moved metrics like conversion, cycle time, or retention.
  • LLM/ML application experience - familiarity with RAG, prompt and tool design, vector search, evals and have leveraged AI for development.
  • Excellent SQL skills and fluency in Python or R, with experience applying analytical and statistical methods to business problems.
  • Experience with orchestration tools (e.g., DBT, Airflow) for deploying reliable data workflows.
  • Strong communication and empathy - ability to translate complex data concepts for non-technical stakeholders.
  • Collaborativeproduct mindset- comfort working closely with Sales and Success teams to turn ambiguity into clear deliverables.

Benefits

We are a well treated bunch, with awesome benefits! If there’s something important to you that’s not on this list, talk to us!

  • Competitive salary and equity in a fast-growing start-up
  • We serve lunch every weekday, plus a variety of snack foods and a fully stocked kitchen
  • Regular compensation reviews - we reward great work
  • Peace of mind with life assurance, as well as comprehensive health and dental insurance for you and your dependents
  • Open vacation policy and flexible holidays so you can take time off when you need it
  • Paid maternity leave, as well as 6 weeks paternity leave for fathers, to let you spend valuable time with your loved ones
  • MacBooks are our standard, but we’re happy to get you whatever equipment helps you get your job done

#LI-Hybrid

Policies

Intercom has a hybrid working policy. We believe that working in person helps us stay connected, collaborate easier and create a great culture while still providing flexibility to work from home. We expect employees to be in the office at least three days per week.

We have a radically open and accepting culture at Intercom. We avoid spending time on divisive subjects to foster a safe and cohesive work environment for everyone. As an organization, our policy is to not advocate on behalf of the company or our employees on any social or political topics out of our internal or external communications. We respect personal opinion and expression on these topics on personal social platforms on personal time, and do not challenge or confront anyone for their views on non-work related topics. Our goal is to focus on doing incredible work to achieve our goals and unite the company through our core values.

Intercom values diversity and is committed to a policy of Equal Employment Opportunity. Intercom will not discriminate against an applicant or employee on the basis of race, color, religion, creed, national origin, ancestry, sex, gender, age, physical or mental disability, veteran or military status, genetic information, sexual orientation, gender identity, gender expression, marital status, or any other legally recognized protected basis under federal, state, or local law.

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Навыки

  • Python
  • SQL
  • React
  • LLM
  • RAG
  • Machine Learning
  • dbt
  • Airflow
  • Vector Search
  • Data Modeling
  • R

Возможные вопросы на собеседовании

Проверка практического опыта работы с современным стеком ИИ и понимания ограничений технологии.

Расскажите о самом сложном приложении на базе LLM, которое вы вывели в продакшн. С какими проблемами в области RAG или галлюцинаций вы столкнулись и как их решили?

Вакансия предполагает создание инструментов для GTM (Sales/Success), поэтому важно уметь связывать код с деньгами.

Как вы определяете и измеряете успех внедренного AI-инструмента для отдела продаж? Приведите пример, когда ваша разработка напрямую повлияла на win rate или удержание клиентов.

Роль требует навыков Fullstack-разработки.

Насколько комфортно вы чувствуете себя, работая по всей вертикали стека — от SQL и Python-бэкенда до React-фронтенда? Можете ли вы привести пример проекта, где вы самостоятельно реализовали интерфейс для своей модели?

Intercom ценит скорость и итеративный подход.

Опишите ваш процесс быстрого прототипирования. Как вы балансируете между скоростью выпуска MVP и качеством/надежностью кода для продакшн-системы?

Работа в RAD команде требует тесного взаимодействия с нетехническими стейкхолдерами.

Как вы объясняете принципы работы сложной ML-модели или системы рекомендаций руководителю отдела продаж, который не обладает техническим бэкграундом?

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intercom
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Ирландия