Requirements: English
Company: DCG
Region: Poznan , Greater Poland Voivodeship
As a recruitment company, DCG understands that every business is powered by experienced professionals. Our management style and partnership approach enable us to meet your needs and provide continuous support. Due to our ongoing growth and the large number of recruitment projects we undertake for our partners, we are currently looking for:
DATA SCIENTIST (Talk to Data)
100% remote
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