Middle/Senior Machine Learning Engineer (GenAI) - Remote

Overview

Join us at Provectus to be a part of a team that is dedicated to building cutting-edge technology solutions that have a positive impact on society. Our company specializes in AI and ML technologies, cloud services, and data engineering, and we take pride in our ability to innovate and push the boundaries of what's possible.

In Short

• Comfortable with standard ML algorithms and underlying math.
• Strong hands-on experience with LLMs in production, RAG architecture, and agentic systems.
• AWS Bedrock experience strongly preferred.
• Practical experience with solving classification and regression tasks in general, feature engineering.
• Practical experience with ML models in production.
• Practical experience with NLP, LLMs, and Recommendation engines.
• Solid software engineering skills.
• Python expertise, Docker.
• Strong Intermediate English level.
• Excellent communication and problem-solving skills.

Requirements

• Practical experience with cloud platforms (AWS stack preferred).
• Practical experience with deep learning models.
• Experience with taxonomies or ontologies.
• Experience with machine learning pipelines.
• Experience with Spark/Dask, Great Expectations.

Benefits

• Create ML models from scratch or improve existing models.
• Collaborate with the engineering team, data scientists, and product managers on production models.
• Develop experimentation roadmap.
• Set up a reproducible experimentation environment.
• Monitor and maintain ML models in production.
• Write clear and comprehensive documentation.
• Stay updated with the latest developments in ML and AI.