Staff Machine Learning Engineer, Data Science
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Job Description
Staff Machine Learning Engineer at OLX focused on developing ML pipelines and improving user experience through scalable data solutions.
Responsibilities:
- Build and maintain end-to-end training pipelines, versioning, testing, and deployment of ML models
- Implement MLOps practices for automation, monitoring, and maintenance of models in production
- Manage environments, containers, GPUs, scalability, and resource orchestration
- Collaborate with AI/ML Scientists to turn experiments into production-ready solutions
- Ensure model observability by monitoring drift, performance, cost, logs, and metrics
- Create experimentation infrastructure and standardize AI development workflows
- Support security, governance, and best practices in model lifecycle management
Requirements:
- Experience with ML/MLOps pipelines, CI/CD (GitHub Actions), and tools such as Kubeflow, MLflow, Airflow, and AWS SageMaker
- Knowledge of containers (Docker), Kubernetes, APIs, and Python
- Experience with Cloud environments (AWS, GCP, or Azure)
- Strong understanding of Machine Learning models
- Experience with large-scale data modeling and processing
- Experience with real-time / near-real-time model processing and deployment
Benefits:
- Market-competitive compensation
- Health insurance
- Dental plan
- Private pension plan
- Flexible benefits that adapt to your needs
- Meal allowance
- Financial counseling
- Perks club
- Home office allowance
- Mobility allowance
- Childcare allowance
- Life insurance
- Extended leaves
- Support for sports, quality of life, and wellbeing
- Payroll-deductible loans with reduced rates
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