Stripe6 days ago
Machine Learning Engineer
RUB 17,667–26,500per month · before tax
MARKET
15,900 ₽median for this role
Data Scientist · 115 jobs with disclosed pay
5,000half of the offers: 12,796–20,50043,793
At market · above 63% of offers
South San Francisco
Responsibilities
- 01Design state-of-the-art ML models and large-scale ML systems for underwriting and portfolio management for Stripe Capital based on ML principles, domain knowledge, risk, regulatory and engineering constraints.
- 02Design systems to speed up the time from idea to deployment of new models.
- 03Experiment and iterate on ML models (using tools including PyTorch and TensorFlow) to achieve key business goals and drive efficiency.
- 04Develop pipelines and automated processes to train and evaluate models in offline and online environments.
- 05Integrate ML models into production systems and ensure their scalability and reliability.
- 06Collaborate with product and strategy partners to propose, prioritize, and implement new product features.
- 07Engage with the latest developments in ML/AI and take calculated risks in transforming innovative ML ideas into productionized solutions.
Requirements
- 01Must have a Bachelor's degree or foreign equivalent in Computer Science, Machine Learning, Mathematics, Physics, Statistics, or a related field, plus two (2) years of experience in Building and shipping ML systems in production.
- 02Must have two (2) years of experience in each of the following: ML algorithms and model architectures; Designing, training and evaluating machine learning models; Productionizing and deploying machine learning models at scale; Orchestrating data pipelines and leveraging large-scale datasets; and Building and deploying ML models to solve business problems.
- 03Must have one (1) year of experience in each of the following: ML libraries and frameworks including PyTorch, TensorFlow, XGBoost or Spark; and Deep learning, including transformers, test-time compute, or reinforcement learning.
What we offer
- 0140 hrs/week
- 0250% Telecommuting Permitted.
- 03Multiple Positions Available.
- 04Additional benefits for this role may include: equity, company bonus or sales commissions/bonuses; 401(k) plan; medical, dental, and vision benefits; and wellness stipends.