Middle+ Data Scientist LLM+NLP

WaveAccess is looking for a Data Scientist to join our team and contribute to innovative projects in the pharmaceutical domain. This role involves working with real-world pharmaceutical data and leveraging the power of Large Language Models (LLMs) to drive impactful insights and solutions.

Responsibilities:

• LLM Integration: Develop, fine-tune, and implement Large Language Models to analyze and process diverse sets of text and medical data.
• Data Analysis: Perform advanced data analysis on real-world pharmaceutical datasets to extract meaningful insights and support decision-making processes.
• Text Mining and NLP: Utilize natural language processing techniques to extract relevant information from large volumes of text, including medical literature, patient records, and clinical trial data.
• Model Development: Build and validate predictive models to address key challenges in the pharmaceutical industry, such as drug efficacy, patient outcomes, and adverse event prediction.
• Innovation: Stay up-to-date with the latest advancements in LLMs and NLP, and apply innovative approaches to solve complex problems in the pharmaceutical field.

Requirements:

• At least 4 years of experience in a Data Scientist position
• English - B2
• Deep knowledge of Neural Networks and architectures for working with sequences, in particular (RNN, LSTM, Transformers, CNN, attention).
• Experience with Large Language Models (LLMs) and their application. Familiarity with modern LLM techniques such as Retrieval-Augmented Generation (RAG) and LLM agents.
• Familiarity with Langchain, Llamaindex concepts and vector DBs
• Solid Python skills
• Experience in presenting achieved results

Technologies:

• Python
• Transformers
• LLM models (GPT, LLama, mixtral, etc.)
• ollama/vllm
• Standard NLP stack
• Basic SQL
• Git
• Vector databases(Postgres+pgvector / Milvus/ Qdrant/ Faiss)

Preferred:

• huggingface
• open llm
• Knowledge of general Machine Learning approaches
• Knowledge of mathematical statistics.
• Experience with AWS (EC2, S3)
• Linux + bash, ssh
• Experience in written and verbal communication with business stakeholders
• Experience with full development cycle

Nice to have:

• RestAPI development experience
• Truefoundry
• Haystack
• DataIku
• H2O
• Snowflake
• Docker
• Understanding of CI/CD
• Java/C++/Other languages

We offer the following conditions:

• Employment according to the Labor Code, 100% payment of sick leave and vacation
• Voluntary medical insurance (VMI) including dental coverage
• Work using flexible development methodology (Agile/Scrum)
• Flexible start of the working day
• Weekly seminars, participation in conferences and meetups, and paid certification exams.