Senior Engineer - Data Science
Role Overview
Design, build, and deploy high-value AI solutions aligned with Forvia’s strategic AI roadmap.
Translate cost management and operational challenges into production-ready analytical products.
Potential use cases include cost forecasting, should-cost modeling, variance analysis, savings identification, manufacturing optimization, quality inspection, and supply-chain analytics.
Key Skills for This Role
Full Job Posting
Mission
Design, build, and deploy high-value AI solutions aligned with Forvia’s strategic AI roadmap.
Translate cost management and operational challenges into production-ready analytical products.
Potential use cases include cost forecasting, should-cost modeling, variance analysis, savings identification, manufacturing optimization, quality inspection, and supply-chain analytics.
Core responsibilities
- Define and prioritize AI use cases based on strategic fit, feasibility, value, and scalability.
- Develop machine learning, deep learning, optimization, forecasting, generative AI, and agentic solutions.
- Prepare and validate structured and unstructured data and build reliable, reproducible features.
- Industrialize models through testing, versioning, deployment, monitoring, drift detection, and retraining.
- Apply responsible AI, security, privacy, and governance requirements across the model lifecycle.
- Promote reuse, knowledge sharing, and adoption across international cross-functional teams.
Qualifications and skills
- 3–5 years for an experienced profile or 5+ years for a senior profile delivering data science or AI solutions in production.
- Master’s degree in data science, computer science, applied mathematics, statistics, engineering, or a related quantitative field.
- Strong knowledge of statistics, experimental design, machine learning, forecasting, optimization, and model evaluation.
- Practical experience with deep learning and at least one advanced area such as computer vision, NLP, generative AI, RAG, or AI agents.
- Strong Python and SQL skills and ability to write maintainable production code.
- Experience with data science libraries, APIs, Git, containers, CI/CD, model registries, monitoring, and cloud or enterprise data platforms.
- Knowledge of Agile delivery and strong analytical, storytelling, presentation, and collaboration skills.
Preferred additional experience
- Automotive, manufacturing, engineering, procurement, finance, or product-costing experience.
- Knowledge of cost structures, bills of materials, commodity impacts, purchasing data, budgeting, or profitability analysis.
- Experience with time-series modeling, computer vision, signal processing, optimization, or reinforcement learning.
- Experience with Azure, Databricks, Palantir Foundry, or comparable platforms.
- Knowledge of data governance, explainability, privacy, cybersecurity, and responsible AI practices.
- Experience supporting adoption, change management, or citizen data science communities.
Success measures
AI roadmap milestones move from proof of concept into sustainable production use.
Business value is demonstrated through cost savings, productivity, quality, lead-time, or revenue impact.
Models achieve reliable performance, user adoption, reuse across functions, and governance compliance.
About Forvia
Forvia is a global automotive technology supplier focused on mobility transformation and sustainable mobility technologies.
The group combines Faurecia and HELLA and operates across more than 40 countries with a large global engineering organization.
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