Senior Machine Learning Engineer
hace 1 mes
We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Veeva Systems. As a key member of our AI team, you will be responsible for developing and managing ML infrastructures and CI/CD pipelines to support multiple data products.
Key Responsibilities- Develop 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
- Collaborate with data scientists, data engineers, and product/operation teams
- 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
- 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
Veeva Systems is a mission-driven organization and pioneer in industry cloud, helping life sciences companies bring therapies to patients faster. We're not just any public company – we made history in 2021 by becoming a public benefit corporation (PBC), legally bound to balancing the interests of customers, employees, society, and investors.
We're committed to fostering a culture of inclusion and growing a diverse workforce. Diversity makes us stronger. It comes in many forms. Gender, race, ethnicity, religion, politics, sexual orientation, age, disability and life experience shape us all into unique individuals.
We value people for the individuals they are and the contributions they can bring to our teams.
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