2 дня назад
Staff Machine Learning Researcher (AdTech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Researcher (AdTech): Building and deploying deep learning systems for user behavior prediction and first-price auction bidding with an accent on applied ML research, large-scale experimentation, and production impact. Focus on defining ambiguous research problems, designing models, analyzing A/B tests, translating new ML research into practical improvements, and mentoring researchers.
Location: Warsaw, Masovian Voivodeship, Poland; remote and on-site work possible with flexible working hours
Company
develops marketing and ad-buying technologies powered by deep learning for brands and agencies worldwide.
What you will do
- Identify, define, and lead high-scope ML research projects with direct impact on core business metrics.
- Design and implement deep neural networks that predict Internet users’ behavior and preferences.
- Develop and test new approaches to problems such as bidding in first-price auctions.
- Conduct and analyze A/B tests and move successful solutions from research through proof of concept to production deployment.
- Track current machine learning research and translate relevant findings into practical improvements.
- Mentor researchers and shape research practices across teams.
Requirements
- 5+ years of experience as a researcher or engineer.
- 2+ years of hands-on experience with machine learning or data science.
- Strong programming proficiency and practical experience writing code, training models, and running experiments.
- Sound mathematical knowledge and strong mathematical intuition.
- Ability to solve ambiguous problems, define success metrics, communicate effectively, and own projects end to end.
Nice to have
- Strong theoretical background in statistics, probability, discrete mathematics, or combinatorics.
- Experience in AdTech.
Culture & Benefits
- Attractive compensation.
- Access to current technologies and large-scale, highly dynamic projects with extensive datasets.
- Immediate impact on global business results and opportunities to mentor less experienced colleagues.
- Remote and on-site work options with flexible working hours.
- Knowledge-sharing culture among experienced ML specialists and a practical, results-oriented environment.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
Tech Duck
3 дня назад
Data Scientist (AI)
Luxoft
2 дня назад
Senior Machine Learning Engineer (Deep Learning & Perception)
2 часа назад
Senior Machine Learning Research Engineer (Robotics)
25 000 - 32 000PLN
Andersen
3 дня назад
Data Scientist (PySpark)
3 дня назад
Data Scientist (Commercial Analytics)
4 часа назад