Senior MLOps Engineer

1 tydzień temu

Warszawa, Mazovia, Polska inhire Pełny etat 100 000 zł - 150 000 zł rocznie

Dla naszego klienta DataArt Poland poszukujemy osoby na stanowisko Senior MLOps Engineer / AI/ML Developer [USA time zone].

Client

Our client is a leading Fortune 500 financial technology company that provides comprehensive payment solutions and financial services across multiple continents. They process billions of transactions annually and serve millions of customers worldwide.

Team

You'll collaborate with a world-class team of senior data scientists, ML engineers, and technology consultants from leading organizations in the fintech and cloud computing space. This diverse group brings together deep technical expertise, industry knowledge, and proven experience delivering mission-critical solutions at enterprise scale.

Position overview

We are seeking an experienced Senior MLOps Engineers with deep expertise in Generative AI implementations. This role is designed for seasoned ML engineering professionals who have successfully transitioned their expertise into production GenAI environments - not for those simply exploring AI technologies.

Technology stack

AWS Bedrock, SageMaker, and comprehensive AI/ML service ecosystemVector databases and advanced RAG architecturesEnterprise-scale data processing and real-time model deployment systemsAutomated CI/CD pipelines specifically designed for ML workflows

Responsibilities

  • Design and implement robust MLOps pipelines for GenAI solutions using AWS Bedrock platform
  • Lead the selection, training, and fine-tuning of Foundation Models (FM) and Large Language Models (LLM) for specific business use cases
  • Architect and deploy RAG (Retrieval-Augmented Generation) systems with vector databases
  • Develop and optimize prompt engineering strategies for production environments
  • Integrate AI-powered chatbots and conversational interfaces into existing business workflows
  • Implement comprehensive automation frameworks across the AI/ML lifecycle
  • Manage diverse data sources and ensure optimal data preparation for AI platform consumption
  • Scale proof-of-concepts to production-ready, enterprise-grade solutions

Requirements

  • Hands-on, production-level experience with implementation and management
  • Proven experience selecting, training, and fine-tuning Foundation Models (FM) or Large Language Models (LLM) for specific business use cases
  • Deep hands-on knowledge of Retrieval-Augmented Generation implementation and vector database management
  • Advanced skills in designing and optimizing prompt engineering strategies for production AI applications
  • Demonstrated experience integrating and deploying chatbots within business workflows and implementing AI automation frameworks
  • Expert understanding of diverse data types (structured, semi-structured, unstructured) and their utilization within AI platforms
  • Proven track record of transitioning POCs to production-ready, enterprise-scale solutions
  • Strong AWS cloud services background and advanced Python skills with ML frameworks (TensorFlow, PyTorch, etc.)
  • ML engineering/MLOps experience with 2+ years dedicated GenAI production experience
  • To collaborate with onsite team during US Eastern Time (ET) business hours

Nice to have

  • Bachelor's degree in Computer Science, Data Science, Engineering, or related technical field (Master's preferred)
  • AWS certifications (Machine Learning Specialty, Solutions Architect, etc.)
  • Experience with financial services or payment processing systems

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