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Senior ML Engineer (LLMs, AWS)

1 week, 4 days ago
Serbia, Slovakia, Slovenia, Spain, Poland, Ukraine, Armenia
Full-time
Senior
Machine Learning Engineer
Software Development
Apache Spark AWS Deep Learning Docker Feature Engineering LLM Machine Learning NLP Python
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Provectus

Provectus

Provectus provides consulting services in artificial intelligence and machine learning, assisting businesses in integrating AI solutions to meet their unique objectives and enhance their operational capabilities across various industries.

Professional Services
251-1K
Founded 2010
View All Jobs 48

Description

  • Create machine learning models from scratch or improve existing models.
  • Collaborate with engineers, data scientists, and product managers on production models.
  • Develop the 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 documentation for ML models, processes, and pipelines.
  • Stay current with developments in ML and AI and propose innovative solutions.

Requirements

  • Comfortable with standard ML algorithms and the underlying math.
  • Strong hands-on experience with LLMs in production, RAG architecture, and agentic systems.
  • AWS Bedrock experience is strongly preferred.
  • Practical experience solving classification and regression tasks, including feature engineering.
  • Practical experience deploying ML models in production.
  • Practical experience in one or more of the following areas: NLP, LLMs, and recommendation engines.
  • Solid software engineering skills, including the ability to produce well-structured modules rather than only notebook scripts.
  • Strong Python expertise and Docker experience.
  • Strong upper-intermediate English level.
  • Excellent communication and problem-solving skills.
  • Practical experience with cloud platforms, preferably the AWS stack such as SageMaker, ECR, EMR, S3, and AWS Lambda.
  • Practical experience with deep learning models.
  • Experience with taxonomies or ontologies.
  • Practical experience with machine learning pipelines for orchestrating complicated workflows.
  • Practical experience with Spark/Dask and Great Expectations.

Benefits

  • Opportunities for development and growth.
  • Work on cutting-edge AI and ML technology solutions.
  • Be part of a team focused on building technology with a positive social impact.

Interested in this position?

Apply directly on the company website

Apply Now

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