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Senior Machine Learning Engineer

hace 2 meses

Barcelona, Barcelona, España Greenhouse - Ats A tiempo completo
About the Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Greenhouse - ATS. As a key member of our organization, you will be responsible for developing and implementing cutting-edge machine learning solutions that drive business growth and innovation.

Key Responsibilities
  • Design and develop machine learning algorithms that power data products and drive business outcomes
  • Lead end-to-end development from prompt engineering to fine-tuning self-hosted LLMs
  • Collaborate with cross-functional teams to integrate LLM applications in different systems
  • Ensure efficient data preprocessing and ETL pipelines to create features that feed machine learning algorithms
  • Set up experiments to adjust modeling decisions, perform exploratory analysis, and tune hyperparameters
  • Report metrics and monitor performance to ensure smooth model deployment in production
Requirements
  • 5+ years of professional experience as a Machine Learning or Data Scientist
  • Proven experience developing, training, validating, benchmarking, and monitoring machine learning algorithms, particularly in the natural language processing domain
  • Extensive knowledge of machine learning algorithms, including statistical modeling and Python development tooling and libraries
  • Strong experience with machine learning frameworks such as PyTorch and HuggingFace Transformers
  • Familiarity with prompt engineering techniques and frameworks like LangChain, LlamaIndex, or DSpy
  • Good understanding of LLM models and other components like VectorDBs and document loaders
  • Knowledge of version control systems, C/CD, RESTful APIs, containerized applications, and microservices deployed in Kubernetes
What We Offer
  • A dynamic and innovative work environment that fosters collaboration and growth
  • Opportunities to work on cutting-edge machine learning projects that drive business outcomes
  • A competitive salary and benefits package
  • Professional development and growth opportunities