Remote Middle/Senior ML Engineer (with GenAI and Bedrock)

at Provectus

Posted 1 day ago 0 applied

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.
  • Collaborate with the engineering team, data scientists, and product managers on production models.
  • Create ML models from scratch or improve existing 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 and comprehensive documentation for ML models, processes, and pipelines.
  • Stay updated with the latest developments in ML and AI and propose innovative solutions.

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.
  • You should have practical experience with solving classification and regression tasks in general, including feature engineering.
  • Practical experience with ML models in production is necessary.
  • You should have practical experience with one or more use cases from NLP, LLMs, and recommendation engines.
  • Solid software engineering skills are required, including the ability to produce well-structured modules, not just notebook scripts.
  • Expertise in Python and Docker is essential.
  • A strong intermediate level of English is required.
  • Excellent communication and problem-solving skills are necessary.

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 collaborate with a diverse team of professionals, enhancing your skills and knowledge in AI and ML technologies.
  • You will have the chance to work on innovative projects that push the boundaries of technology.