AI Data Scientist

Há 4 dias

Lisboa, Lisboa, Portugal Veeva Systems Tempo inteiro

Veeva Systems, a pioneering industry cloud company, is dedicated to helping life sciences organizations bring therapies to patients faster. As one of the fastest-growing SaaS companies in history, we have surpassed $2B in revenue and continue to expand our growth potential. At Veeva, our values drive everything we do: Do the Right Thing, Customer Success, Employee Success, and Speed. We are not just any public company – we made history by becoming a public benefit corporation (PBC), committed to balancing the interests of customers, employees, society, and investors. Our Work Anywhere model supports your flexibility to work from home or in the office, allowing you to thrive in your ideal environment.

The Role Link

As a crucial part of Veeva Systems, the Role Link aims to 'Connect life sciences and key people to improve research and care.' Our product provides real-time academic, social, and medical data to create comprehensive profiles, enabling life-science partners to find experts and speed up new therapeutics' development and adoption.

Your Key Responsibilities

As an AI Data Scientist on our team, your main task will be to develop LLM-based agents specialized in extracting detailed information about Key Opinion Leaders (KOLs) in healthcare. You will build an end-to-end pipeline to analyze unstructured websites, and medical documents, and enable semantic searches for KOL data across various languages.

We are looking for someone who can use cloud infrastructure to create models for information extraction and collaborate with software developers to deploy them. Our goal is to set new industry standards by training ML models with input from 2000+ curators, ensuring quality and scalability across different regions, languages, and specialties.

Your Qualifications
  • A Master's or Ph.D. in Computer Science, AI, Computational Linguistics, or a related field
  • 4+ years of data science experience (or 2+ years with a Ph.D.)
  • Strong foundation in Natural Language Processing (NLP) and Machine Learning (ML)
  • Experience with Reinforcement Learning from Human Feedback (RLHF) methods like Direct Preference Optimization (DPO) and Proximal Policy Optimization (PPO) for training LLMs based on human preferences
  • Familiarity with Big Data frameworks (e.g., Ray, Spark) and Deep Learning frameworks (e.g., PyTorch, JAX)

We offer a highly competitive salary of $140,000 per year, plus benefits including personal development budget, Veeva charitable giving program, fitness reimbursement, and life insurance + pension fund.

About Veeva Systems

Veeva Systems is headquartered in the San Francisco Bay Area with offices in more than 15 countries around the world. We are an equal opportunity employer, committed to fostering a culture of inclusion and growing a diverse workforce. Diversity makes us stronger, and we value people for the individuals they are and the contributions they can bring to our teams.

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