7 дней назад
Staff Research Team Lead (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Research Team Lead (Machine Learning): Leading a team of 4–8 ML researchers while designing and deploying production machine learning systems for advertising optimization with an accent on deep learning, applied research, and measurable business impact. Focus on defining ambiguous research problems, developing models for user behavior and first-price auction bidding, running A/B tests, and delivering solutions from proof of concept through deployment.
Location: Warsaw, Masovian Voivodeship, Poland; remote and on-site work possible
Company
provides advertising technologies and a proprietary ad-buying engine powered entirely by deep learning, operating in more than 90 markets.
What you will do
- Lead a team of 4–8 ML researchers by setting priorities, reviewing work, unblocking projects, and supporting career growth.
- Balance hands-on research with team leadership while driving projects with company-wide scope and direct impact on core metrics.
- Design, implement, and deploy deep neural network models that predict Internet users’ behavior and preferences.
- Develop and test approaches to problems such as bidding in first-price auctions.
- Conduct and analyze A/B tests and translate recent machine learning research into production improvements.
- Own projects end to end, from problem definition and proof of concept through testing, implementation, and deployment.
Requirements
- 5+ years of experience as a researcher or engineer.
- 2+ years of hands-on experience in machine learning or data science.
- At least 2 years of experience managing and mentoring an engineering or research team.
- Strong programming skills and sound mathematical knowledge and intuition.
- Experience developing and shipping production machine learning systems.
- Effective communication and the ability to define, prioritize, and execute ambiguous research projects.
Nice to have
- Strong theoretical knowledge of statistics, probability, discrete mathematics, or combinatorics.
- AdTech experience.
- Experience hiring and building research teams.
- Experience leading applied research in a production environment.
Culture & Benefits
- Access to modern technologies, large-scale projects, and extensive datasets.
- Work with machine learning systems whose results directly affect global business outcomes.
- Flexible cooperation hours with remote and on-site work options.
- Knowledge-sharing culture among experienced machine learning specialists.
- Practical, purpose-driven work connected directly to business results.
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