Senior Machine Learning Engineer

hace 1 mes

Barcelona, Barcelona, España Veeva Systems A tiempo completo
About Veeva Systems

Veeva Systems is a pioneering organization in the industry cloud, dedicated to helping life sciences companies bring therapies to patients faster. With a strong focus on innovation and customer success, we've achieved remarkable growth, surpassing $2B in revenue in our last fiscal year. Our values - Do the Right Thing, Customer Success, Employee Success, and Speed - guide our mission to make a positive impact on our customers, employees, and communities.

The Role

We're seeking a highly skilled Machine Learning Engineer to join our AI team, supporting the entire suite of link data products. As a key member of our team, you'll be responsible for developing and managing ML infrastructures and CI/CD pipelines to support multiple data products. Your expertise will be crucial in building fully automated, scalable, cost-effective, and fault-tolerant solutions in AWS to process billions of records.

Key Responsibilities
  • Develop and manage ML infrastructures and CI/CD pipelines to support multiple data products
  • Build fully automated, scalable, cost-effective, and fault-tolerant solutions in AWS to process billions of records
  • Provide engineering mentorship and guidance to data scientists
  • Develop LLM-based agents capable of performing function calls and utilizing tools such as browsers for enhanced data interaction and retrieval
  • Experience with Reinforcement Learning from Human Feedback (RLHF) methods such as Direct Preference Optimization (DPO) and Proximal Policy Optimization (PPO) for training LLMs based on human preferences
Requirements
  • 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
What We Offer

At Veeva Systems, we're committed to fostering a culture of inclusion and growing a diverse workforce. We offer a range of benefits, including:

  • 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

We're an equal opportunity employer, and we welcome applications from diverse candidates. If you need assistance or accommodation due to a disability or special need when applying for a role or in our recruitment process, please contact us at [insert contact information].

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