Lead Data Scientist (LLM, NLP)

$3,0004,000/month
Remote
Full-time

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Brief description of the vacancy

DevelopmentAccess 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 Machine Learning to drive impactful insights and solutions.

About the company

We work with leading companies, creating reliable software and a clear, high-quality user experience for them. Our solutions transform the businesses of our clients and partners.

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
  • Team Leadership: Manage and mentor a team of developers to ensure effective collaboration and high-quality deliverables, fostering a culture of innovation and continuous improvement while aligning project goals with organizational objectives.

Requirements

  • At least 5 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
  • Solid Python skills
  • Experience in presenting achieved results
  • Experience in managing a team

Technologies:

  • Python
  • Transformers
  • LLM
  • Standard NLP stack
  • Standard ML stack
  • Basic SQL
  • Git
  • Vector databases(Postgres+pgvector / Milvus/ Qdrant/ Faiss)

Preferred:

  • 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 the full development cycle

Nice to have:

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

Working conditions

  • Work in a dynamic international team
  • Opportunity for collaboration through individual entrepreneurship/self-employment for colleagues outside of Russia
  • Participation in foreign and Russian projects
  • Health insurance with dental coverage
  • Necessary equipment for work
  • Corporate training programs
  • Wide opportunities for self-realization, professional and career growth
  • Democratic approach to processes and the flexible start of the workday
  • Option to relocate between our overseas offices.

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