WorkatoНовая13 часов назад
Senior Data Scientist
Зарплата не указана
Berlin
Навыки
PythonNLPLLMMLOpsLLMOpsCI/CDAmazon RedshiftSnowflakeA/B testingstatistical significance techniques
Обязанности
- 01Build and improve AI services using LLMs and custom machine learning models for production use cases
- 02Design, develop, and operate ML/LLM systems end-to-end, from prototyping to deployment and monitoring
- 03Write high-quality Python code that is testable, maintainable, and efficient
- 04Improve validation, observability, and performance monitoring for ML services (quality, latency, reliability, cost)
- 05Partner cross-functionally with product managers, platform engineers, and other stakeholders to ship AI-powered product capabilities
- 06Evaluate and improve existing implementations by identifying bottlenecks, bugs, and opportunities for optimization
- 07Design controlled experiments to test the features for our AI-based products and perform deep analysis from the results to find actionable insights
- 08Contribute to technical design and code reviews, helping raise engineering quality across the team
- 09Experiment and iterate on model behavior, prompting, retrieval, tool use, or orchestration strategies to improve user outcomes
Требования
- 01Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, Statistics, or equivalent practical experience
- 023+ years of experience in Machine Learning Engineering, Data Science, or a similar role
- 03Strong Python programming skills
- 04Hands-on experience with NLP and/or LLM-based systems
- 05Strong understanding of software engineering fundamentals (testing, code quality, debugging, version control)
- 06Ability to work collaboratively in a fast-moving environment and drive projects with ownership
Условия
- 01Vibrant and dynamic work environment
- 02Multitude of benefits they can enjoy inside and outside of their work lives
- 03Flexible, trust-oriented culture
- 04Balancing productivity with self-care