Senior Machine Learning Engineer
AB InBev | Growth Group3 months ago
Campinas, BrazilSenior
Responsibilities
- Drive BEES AI’s ML mission, vision, strategy, technical roadmaps, architecture, and standards.
- Own end-to-end ML pipeline delivery from architecture and data or feature pipelines through model development, deployment, and production scaling.
- Design and standardize ML model development frameworks covering project structure, experimentation, versioning, reproducibility, and reuse.
- Build observability across training and production models through monitoring, logging, and alerting for performance, quality, and drift.
- Optimize ML deployments for cost, quality, scaling, resource allocation, inference performance, and SLA compliance.
- Partner with data, platform, and product teams to deliver production-ready ML systems.
Requirements
- Bachelor’s degree in computer science, engineering, mathematics, or another quantitative field; a master’s degree is a plus.
- Relevant experience with ML platform architecture, including feature stores, model registries, and training and inference pipelines.
- Systems-thinking experience involving scalability, reliability, latency, and cost.
- Knowledge of software design patterns for maintainable, production-ready ML systems.
- Proficiency with Python, PySpark, and SQL.
- Experience with Kubernetes, Databricks, Terraform, Azure DevOps, Git, and Azure Cloud.
- Experience with ML frameworks such as BentoML, Kedro, Seldon, KServe, and Triton Inference Server.
- Experience with ML libraries such as Scikit-learn, PyTorch, TensorFlow, and ONNX.
- Java, Rust, and Node.js experience is a plus.
- Clear communication, creative problem-solving, process improvement, autonomy, and the ability to prioritize based on business impact.
Benefits
- Performance-based bonus, attendance bonus, and days off, subject to applicable rules.
- Private pension plan, health, dental, and life insurance.
- Meal, transport, and childcare allowances, plus medicine discounts.
- Casual office and dress code.
- Wellhub and Clube Ben partnerships.
- Discounts on Ambev products.
- Scholarship, school materials assurance, and language and training platforms.
Tech Stack
Categories
About AB InBev | Growth Group
AB InBev | Growth Group is the digital product and growth arm of Anheuser-Busch InBev, the Leuven-based public brewer behind Budweiser, Corona, and Stella Artois. It builds and scales platforms such as BEES, a B2B marketplace used by merchants and retailers in over 29 countries, plus supporting data and logistics tools that help route orders and manage inventory. The group’s work underpins AB InBev’s global portfolio of 500+ beverage brands.