Senior ML Engineer (LLM)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior ML Engineer (LLM): Building and optimizing production-ready ML models and agentic systems with an accent on RAG architecture and LLM integration. Focus on developing scalable software modules, orchestrating complex ML pipelines, and maintaining high-performance models in AWS environments.
Location: Must be based in Ukraine, Spain, Slovakia, Serbia, Poland, Armenia, or Slovenia
Company
specializes in AI and ML technologies, cloud services, and data engineering, focusing on innovative technology solutions with a positive societal impact.
What you will do
- Create ML models from scratch or improve existing production models.
- Collaborate with engineering teams, data scientists, and product managers to deploy models.
- Develop and maintain a reproducible experimentation roadmap and pipelines.
- Monitor and optimize ML models in production to ensure peak performance.
- Write clear and comprehensive documentation for ML processes and pipelines.
- Stay current with AI/ML developments to propose innovative technical solutions.
Requirements
- Strong hands-on experience with LLMs in production, RAG architecture, and agentic systems.
- Proficiency in standard ML algorithms, underlying mathematics, and feature engineering.
- Practical experience solving classification and regression tasks.
- Solid software engineering skills with Python and Docker.
- English: Strong upper-intermediate (B2) proficiency required.
- Location: Must be based in Ukraine, Spain, Slovakia, Serbia, Poland, Armenia, or Slovenia.
Nice to have
- Experience with AWS stack, including Bedrock, SageMaker, ECR, EMR, S3, and Lambda.
- Practical experience with deep learning models.
- Knowledge of taxonomies or ontologies.
- Experience orchestrating complicated ML workflows and pipelines.
- Proficiency with Spark, Dask, or Great Expectations.
Culture & Benefits
- Opportunities for professional development and career growth.
- Work with a team dedicated to building cutting-edge technology.
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