Volkswagen Group Regional After Sales Singapore · 12 hours ago
Graduate Analyst - Data & Machine Learning Operations
Reston, VA
Full-time
Hybrid
New Grad, Entry LevelVolkswagen Financial Services is a subsidiary of Volkswagen Group, specializing in mobility solutions for its brand partners. The Graduate Analyst in Data & Machine Learning Operations will participate in a rotational program to gain hands-on experience in MLOps, Data Integration, and Business Intelligence, collaborating with data scientists and engineers to optimize data systems and machine learning models.
Automotive
No H1B
Responsibilities
Support end-to-end deployment and maintenance of machine learning models
Monitor and maintain model performance to ensure consistent output and reliability
Maintain and optimize cloud-based data pipelines to support ML operations
Collaborate with data scientists and engineers to enhance automation and model efficiency
Implement best practices in MLOps, including version control, testing, and observability
Document processes and create reports on ML performance metrics and insights
Design, develop, and deploy data integration solutions based on business requirements
Troubleshoot and resolve production issues in a timely and efficient manner
Implement and maintain data quality processes for warehouse systems
Participate in code reviews and collaborate on data integration best practices
Build prototypes and proof-of-concept solutions for new data initiatives
Evaluate and refine leading-edge tools and technologies to enhance data integration performance
Educate end users on metadata and data lineage to improve data transparency
Utilize BI tools such as Business Objects, Tableau, and SAS to extract and manage data from enterprise systems
Develop and maintain BI products, including dashboards, reports, and data universes
Administer BI platforms and support software upgrades and performance tuning
Apply advanced SQL skills and understand data warehouse modeling (fact/dimension structures)
Partner with business stakeholders to deliver data consultation and ad hoc reporting
Provide training and documentation to enhance data literacy across teams
Qualification
Required
Computer Science, Data Analytics, Information Systems, Business Analytics, or related technical discipline
Proficiency in Microsoft Office (Excel, PowerPoint, Word) for documentation and reporting
Analytical problem-solving and critical thinking
Ability to communicate technical concepts to non-technical stakeholders
Strong attention to detail and commitment to data accuracy
Collaboration and teamwork across technical and business teams
Company
Volkswagen Group Regional After Sales Singapore
Volkswagen Group Regional After Sales Singapore (VRAS) Based in the middle of South-East-Asia, we are the regional office of Volkswagen Groups’ After Sales operations in Asia Pacific*, supporting 34 importers/NSCs in 23 countries.
Founded in 2009
51-200 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase