Advanced Healthcare Data Engineer

2 semanas atrás


Lisboa, Lisboa, Portugal Buscojobs Portugal Tempo inteiro

Company Overview

Veeva Systems is a mission-driven organization and pioneer in industry cloud, helping life sciences companies bring therapies to patients faster. As one of the fastest-growing SaaS companies in history, we surpassed $2B in revenue in our last fiscal year with extensive growth potential ahead.

Job Description

We are an AI team supporting the entire suite of link data products (e.g., Link Key People). Agility and quality are our operating principles in developing cutting-edge ML models. Our ML models are trained by data captured by a massive group of over 2000 subject-matter experts. ML models complement the curational pipeline and scale our solutions to different regions, languages, and therapeutic areas. Ultimately, we accelerate clinical trials and equitable care. We are proud that our work helps patients to get their most urgent care sooner.

Your role will primarily involve developing LLM-based agents that are specialized in searching and browsing the web and extracting detailed information about Key Opinion Leaders (KOLs) in the healthcare sector. You will craft an end-to-end human-in-the-loop pipeline to sift through a large array of unstructured medical documents—ranging from academic articles to clinical guidelines and meeting notes from therapeutic committees. These agents will be equipped to perform semantic searches and reasoning in order to provide precise answers to predefined queries concerning KOL-related data across various languages and disciplines. Leveraging AWS infrastructure, you will build, scale, and optimize agents and pipelines for information extraction and question-answering, ensuring they are production-ready and robust.

Required Skills and Qualifications

  • Agile mindset
  • Professional in ML operationalization, including CI/CD pipelines and workflow/model management, stacks such as Airflow and MLfLow
  • Professional in distributed computing platforms (Ray and Spark) as well as Kubernetes for inference
  • Solid understanding and experience in deep learning frameworks (e.g., PyTorch, JAX,...)
  • Hands-on experience in in-house training and inference of LLMs
  • 3+ years of experience as a Machine Learning Engineer or relevant jobs
  • 2+ years of experience in cloud development, ideally in AWS
  • Strong analytical skills and data curiosity
  • Strong collaboration skills as well as verbal and written communication skills
  • Used to start-up environments
  • Social competence and a team player
  • High energy and ambitious

Benefits

  • Work anywhere
  • Personal development budget (equal to 2% of your salary and in addition to that)
  • Veeva charitable giving program
  • Fitness reimbursement
  • Life insurance + pension fund

Estimated Salary: €45,000 - €65,000 per year



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