Data Scientist

Dla naszego klienta DCG poszukujemy osoby na stanowisko Data Scientist.

Responsibilities

Implementing end-to-end GenAI powered RAG & multi-agent systems:

• Providing guidance on system architecture & components

Building TTD System Components

• LLM Agents
• LLM Agents setup & prompt engineering / prompting strategies
• Routing
• State management
• Vector stores and more generally context providing
• Rerankers
• Validation and assessment rules

Supporting Project Delivery

• Running end-to-end initiative (Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment)
• Analyzing and interpreting the findings
• Delivering high quality technical solution to the customer
• Drawing conclusions and recommendations- including expected benefits

Requirements

• Fluency in Python and object programing
• Basic working knowledge of SQL and vector database
• Strong tech stack in Azure or GCP cloud
• Knowledge of specific Deep Learning and GenAI libraries like: NumPy, PyTorch, HuggingFace, LangChain, LangGraph and GenAI APIs i.e. OpenAI/Gemini
• Familiarity with theory behind various deep learning concepts
• Experience with Machine Learning (ML), especially in the area of Generative AI (LLM/LMM) with focus on Natural Language Processing (NLP) or multimodal models
• Experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation, hypothesis testing and model deployment
• Experience with code repositories and code assistants
• Strong business acumen and ability to come up with creative solutions to address customer problem
• Commercial experience proven by multiple successful projects in the area of Generative AI, Natural Language Processing or Computer Vision
• Experience with microservice architectures

Nice To Have

• Experience in working with Databricks
• Ability to lead juniors in project team
• Offer:Private medical care
• Co-financing for the sports card
• Constant support of dedicated consultant
• Employee referral program