Mid Level Machine Learning Engineer
AB InBev | Growth Group3 months ago
Campinas, BrazilMid Level
Responsibilities
- Implement and extend ML platform capabilities for training jobs, inference services, and batch and online serving.
- Develop and maintain model-development workflows for experimentation, versioning, reproducibility, and reuse.
- Build and operate monitoring, logging, and alerting for model performance, quality, and drift in training and production.
- Optimize model deployments through scaling, resource allocation, and inference tuning to meet cost, quality, and SLA targets.
- Troubleshoot pipeline and serving issues, document solutions, and share technical learnings.
Requirements
- Bachelor’s degree in computer science, engineering, mathematics, or another quantitative field.
- Practical experience with ML platform components such as feature pipelines, model registries, and training and inference workflows.
- Solid software engineering fundamentals, including clean code, testing, CI/CD, and maintainable system design.
- Experience with Python, PySpark, SQL, Kubernetes, Databricks, Terraform, Azure DevOps, Azure Cloud, ML frameworks, and model-serving tools.
- Experience with Scikit-learn, PyTorch, TensorFlow, ONNX, and serving tools such as BentoML, Kedro, Seldon, KServe, or Triton Inference Server.
- Exposure to Java is a plus.
- Ability to collaborate across teams, communicate technical tradeoffs clearly, and learn from senior engineers on architecture and platform decisions.
Benefits
- Performance-based bonus, subject to applicable rules.
- Attendance bonus, subject to applicable rules.
- Private pension plan.
- Meal and transport allowances.
- Health, dental, and life insurance.
- Medicines discounts and discounts on Ambev products.
- Casual office and dress code.
- Days off, subject to applicable rules.
- WellHub partnership.
- Childcare subsidies.
- Clube Ben partnership.
- Scholarship and school materials assurance.
- Language and training platforms.
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.