Senior Machine Learning Engineer
Veeva Systemsabout 2 hours ago
Lisbon, Portugal
Senior / Mid Level
H1B Sponsor
Responsibilities
- Leverage genAI for web research and task automation.
- Build scalable, cost-efficient, and fault-tolerant solutions in AWS or GCP.
- Design, integrate, and optimize end-to-end AI pipelines using a data-driven approach.
- Develop and manage ML infrastructure and CI/CD pipelines to support data products.
- Provide engineering mentorship and guidance to data scientists.
- Collaborate with ML engineers, data engineers/scientists, product, and operations teams.
- Partner with data quality teams to develop data annotation and evaluation pipelines, monitoring solutions, and dashboards.
Requirements
- Proven ability to take ideas into a production system at scale with cost-effective emphasis.
- Experience in genAI frameworks and agentic development.
- Experience with asynchronous and batch APIs for GenAI and web search.
- 4+ years of experience in professional software development with solid programming skills in Python.
- 2+ years of experience in cloud development, preferably in AWS.
- 2+ years of experience as a Machine Learning Engineer or in relevant roles.
- Up-to-date knowledge of the latest ML innovations and frameworks.
- Experience in infrastructure automation and provisioning using Terraform or equivalent IaC tools.
- Professional in ML Operationalization, including workflow/model management platforms.
- Strong skills in Data Engineering, including data pipelines and ETLs.
- Experience in containerization, Kubernetes, and relevant distributed computing for training and inference.
- Strong collaboration skills and good verbal and written communication skills in English.
Benefits
- Work anywhere policy.
- Veeva charitable giving program.
- Fitness reimbursement.
- Life insurance and pension fund.
Tech Stack
Apache SparkAWSGoogle Cloud PlatformKubernetesPythonTerraform
Categories
AI & MLData Engineering