Remote Middle/Senior ML Engineer (with GenAI)

Description:

• Join Provectus to be part of a team dedicated to building cutting-edge technology solutions that positively impact society.
• The company specializes in AI and ML technologies, cloud services, and data engineering, focusing on innovation and pushing boundaries.
• As an ML Engineer, you will have opportunities for development and growth.
• The role involves creating ML models from scratch or improving existing models.
• You will collaborate with the engineering team, data scientists, and product managers on production models.
• Responsibilities include developing an experimentation roadmap, setting up a reproducible experimentation environment, and maintaining experimentation pipelines.
• You will monitor and maintain ML models in production to ensure optimal performance.
• Writing clear and comprehensive documentation for ML models, processes, and pipelines is also required.
• Staying updated with the latest developments in ML and AI and proposing innovative solutions is essential.

Requirements:

• You must be comfortable with standard ML algorithms and the underlying math.
• Strong hands-on experience with LLMs in production, RAG architecture, and agentic systems is required.
• AWS Bedrock experience is strongly preferred.
• Practical experience with solving classification and regression tasks, as well as feature engineering, is necessary.
• You should have practical experience with ML models in production.
• Experience with one or more use cases from NLP, LLMs, and recommendation engines is required.
• Solid software engineering skills are essential, including the ability to produce well-structured modules rather than just notebook scripts.
• Expertise in Python and Docker is required.
• A strong intermediate level of English is necessary.
• Excellent communication and problem-solving skills are essential.

Benefits:

• You will be part of a team that is dedicated to building technology solutions that have a positive impact on society.
• The company offers opportunities for development and growth in your career.
• You will work in an innovative environment that encourages pushing the boundaries of what's possible.
• Collaboration with a diverse team of professionals, including engineers, data scientists, and product managers, is a key aspect of the role.
• The position allows you to stay updated with the latest developments in ML and AI, fostering continuous learning and innovation.