Data Engineer (Research AI/ML)
We are seeking a Research AI/ML Engineer to join our Generative AI and Large Language Model (LLM) R&D team. Our focus is on building LLM-based solutions and conducting comparative evaluations to identify the best models and approaches for various tasks. Our R&D work emphasizes translation, content generation, and a wide range of NLP solutions.
Responsibilities:
- Design and develop LLM-based solutions
- Collaborate with the innovations team to leverage company data for business solutions
- Analyze large volumes of linguistic data (e.g., multilingual text) from company databases to optimize product development and business strategies
- Introduce techniques to improve the accuracy and performance of existing products
- Develop custom data models, fine-tune baseline models, and create prompts and scripts
- Coordinate with functional teams to implement models and monitor outcomes
- Develop processes and tools to monitor and analyze model performance and data accuracy
Requirements:
- Knowledge of Generative AI/LLMs, including both commercial and open-source models
- Familiarity with tools, orchestrators, processes, and methodologies related to LLMs (e.g., LangChain)
- Proficiency in Azure, AWS, and general cloud computing
- Strong Python coding skills; knowledge of C# and SQL is a plus
- Experience with RAG, fine-tuning models, and prompting
- Proficiency with computational notebooks such as Jupyter
- Previous experience as an NLP/ML Engineer or in a similar role
What We Offer:
- Covered vacation and sick-leave;
- Opportunities for personal and professional growth in global environment;
- Flexible working schedule and opportunity to work remotely;
- Bookkeeping by a professional accountant in Ukraine.