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Senior Machine Learning Engineer
hace 2 meses
At Provectus, we're seeking a skilled Senior Machine Learning Engineer to join our team. As a key member of our engineering team, you'll be responsible for developing and maintaining cutting-edge AI and ML technologies.
Key Responsibilities:
- Create and improve ML models from scratch.
- Collaborate with data scientists and product managers on production models.
- Develop an experimentation roadmap and set up a reproducible experimentation environment.
- Monitor and maintain ML models in production to ensure optimal performance.
- Write clear documentation for ML models, processes, and pipelines.
Requirements:
- Strong hands-on experience with LLMs in production, RAG architecture, and agentic systems.
- Practical experience with solving classification and regression tasks in general, feature engineering.
- Practical experience with ML models in production.
- Practical experience with one or more use cases from the following: NLP, LLMs, and Recommendation engines.
- Solid software engineering skills and Python expertise.
Preferred Qualifications:
- Practical experience with cloud platforms (AWS stack is preferred).
- Practical experience with deep learning models.
- Experience with taxonomies or ontologies.
