Provectus logo

Senior ML Engineer (LLMs, AWS)

Posted about 1 month ago

RemoteArmeniaSE
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.
 
As an ML Engineer, you’ll be provided with all opportunities for development and growth.
 
Let's work together to build a better future for everyone!
### Requirements:
  • 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 one or more use cases from the following: NLP, LLMs, and Recommendation engines.
  • Solid software engineering skills (i.e., ability to produce well-structured modules, not only notebook scripts).
  • Python expertise, Docker.
  • English level - strong upper- intermediate.
  • Excellent communication and problem-solving skills.
  • ### Will be a plus:
  • Practical experience with cloud platforms (AWS stack is preferred, e.g. Amazon SageMaker, ECR, EMR, S3, AWS Lambda).
  • Practical experience with deep learning models.
  • Experience with taxonomies or ontologies.
  • Practical experience with machine learning pipelines to orchestrate complicated workflows.
  • Practical experience with Spark/Dask, Great Expectations.
  • ### Responsibilities:
  • 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 and maintain experimentation pipelines.
  • 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.
  • Job details
    Workplace
    Remote
    Location
    Armenia
    Experience
    SE

    Provectus provides Artificial Intelligence & Machine Learning Consulting Services, helping businesses achieve their objectives through AI.

    Key team members

    Andis A. Blukis

    Andis A. Blukis

    Surjeet Singh

    Surjeet Singh

    Torsten Kriedt

    Torsten Kriedt

    Gennady Galanter

    Gennady Galanter

    Apply smarter with Jobr

    Jobr aggregates jobs directly from company career portals — no middlemen. Our team applies on your behalf with AI-tailored resumes, reviewed by a human before submission.

    Direct from company career pages
    AI-personalised cover letters
    Human review before every submit
    Application tracking & follow-ups