1 month ago
Pune, IndiaSenior
Responsibilities
- Own the technical direction and execution of machine learning projects within the Data Science team.
- Mentor and support junior engineers and data scientists.
- Establish best practices for software design, architecture, and MLOps.
- Design and optimize end-to-end machine learning pipelines for training, testing, and production deployment.
- Deploy machine learning models and implement monitoring for performance, accuracy, and drift.
- Collaborate with data scientists to transition experimental models into production-grade solutions.
- Work with software engineers, data engineers, product teams, and other stakeholders to deliver machine learning products.
- Gather requirements and solve complex customer problems using machine learning.
- Maintain and scale machine learning infrastructure using GCP.
- Implement security measures to protect data privacy.
- Create and maintain APIs or other interfaces for delivering machine learning results to internal teams and customers.
- Evaluate emerging machine learning technologies, frameworks, and trends and improve existing workflows.
Requirements
- At least 8 years of hands-on experience building and deploying machine learning models in production.
- Strong technical background with modern BI and reporting technologies.
- Proficiency in Python, Go, and machine learning frameworks.
- Experience leading or mentoring technical teams.
- Strong understanding of MLOps tools and practices, including model versioning and monitoring.
- Proficiency with data transformation tools, preferably dbt.
- Expertise with GCP services including Cloud Run, Kubernetes, BigQuery, and Vertex AI.
- Strong API development and automated testing skills.
- Experience optimizing models for inference speed and resource usage.
- Understanding of ethical AI, bias mitigation, and data privacy principles.
- Strong problem-solving, communication, collaboration, and leadership abilities, including explaining technical concepts to non-technical stakeholders.
Tech Stack
Categories
About METRO AG
METRO AG is a German wholesale company serving hotels, restaurants, caterers (HoReCa) and independent retailers via cash-and-carry stores and foodservice delivery. It operates in more than 30 countries with a network of stores and dedicated delivery depots, supported by global shared-service centers for IT, finance, and HR. Headquartered in Düsseldorf and established as METRO AG in 1996, it is a publicly listed business focused on professional B2B customers rather than consumers.