Machine Learning Engineer (Fintech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Engineer (Fintech): Implementing and evaluating ML algorithms for core platforms and customer experiences with an accent on advanced ranking and recommendation systems. Focus on developing scalable models using Collaborative Filtering and reinforcement learning to optimize decision-making in dynamic financial environments.
Location: Hybrid in Bellevue, WA (in-person attendance expected at least three days per week)
Salary: $161,138 - $200,000 per year
Company
is a financial services platform on a mission to democratize finance for all.
What you will do
- Implement and evaluate ML algorithms through rigorous experimentation and testing methodologies.
- Research and utilize transformer-based architectures and large foundational models to solve specific business problems.
- Develop scalable ranking and recommendation systems using Collaborative Filtering, Content-Based Filtering, and Learning to Rank (LTR) techniques.
- Design reinforcement learning algorithms and apply multi-armed bandit strategies to optimize dynamic decision-making.
- Conduct A/B tests to assess model performance, monitor results, and extract actionable insights using statistical techniques.
- Collaborate cross-functionally with engineering, data science, and marketing teams to integrate ML models into the product.
Requirements
- Bachelor’s degree in Computer Science or a related field.
- 3+ years of experience in productionizing ML models for recommendations, ranking, or personalization.
- Experience with classical ML for tabular data and modern ML for sequential data.
- Proficiency in Python, SQL, XGBoost, PyTorch, or TensorFlow.
- Experience with Spark, Kafka, or Kubernetes.
- Must be based in or able to work from Bellevue, WA (Hybrid).
Culture & Benefits
- Performance-driven compensation with bonus programs and equity ownership.
- 100% paid health insurance for employees and 401(k) matching.
- Flexible lifestyle wallet for wellness, learning, and more.
- Employer-paid life and disability insurance, fertility benefits, and mental health support.
- Generous time off including company holidays, paid time off, and parental leave.
- Premium office experience with catered meals and comfortable workspaces.
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 →