Senior AI/ML Engineer

ROCKWOOL GBS

Poznań, Wilda
Hybrydowa
🐍 Python
☁️ Azure OpenAI
LLM
📊 Data Science
FastAPI
🧠 ML
🤖 AI
Hybrydowa

Requirements

Expected technologies

Python

Azure OpenAI

LLM

Data Science

FastAPI

ML

AI

Our requirements

  • A master's degree in Computer Science, Data Science, Mathematics, Statistics, or related field
  • 5+ years of experience in AI and Data Science and it would be great if you have experience within manufacturing
  • 2+ years of experience of working with LLMs, transformer models, vector databases, RAG frameworks, Langchain, etc.
  • Excellent skills within Python, SQL, and cloud computing technologies
  • Experience with Python packages such as FastAPI, SQLAlchemy and Pydantic
  • Hands on experience in deploying models and algorithms into production systems is desirable
  • Experience with ML Ops tools and frameworks such as Kubeflow, MLflow, e.g. is desirable
  • Experience with Kubernetes and Docker is desirable
  • Professional proficiencyin the English language

Your responsibilities

  • Develop and deploy AI products & applications
  • Use various modern technologies, tools and packages such Azure OpenAI, LLMs, vector databases, Langchain etc. to engineer AI products at scale
  • Maintain custom GenAI products such as in house developed LLM solution.
  • Develop and maintain various LLM APIs and backend functionality that supports custom AI products
  • Use cloud technologies such as Azure, OpenShift, VertexAI, etc. to support the ML Engineer by contributing to the development of our core AI platform
  • Automate infrastructure provisioning (IaC) and CI/CD processes for custom AI workloads
  • Follow Machine Learning processes and Best Practices
  • Develop and maintain best practices and standards for carrying out AI based projects
  • Collaboration with the team in identifying areas for improvement and recommend strategies to enhance the data science function in our organization
  • Ensure continuous learning and development
  • Stay up to date with the latest developments in AI to ensure that our practices are cutting-edge
Wyświetlenia: 5
Opublikowana14 dni temu
Wygasaza 10 dni
Tryb pracyHybrydowa
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