Data Scientist
4 days ago
**GDIA Mission and Scope-**
The Global Data Insights and Analytics (GDI&A) department at Ford Motor Company is looking for qualified people who can develop scalable solutions to complex real-world problems using Machine Learning, Big Data, Statistics, Econometrics, and Optimization. The goal of GDI&A is to drive evidence-based decision making by providing insights from data. Applications for GDI&A include, but are not limited to, Connected Vehicle, Smart Mobility, Advanced Operations, Manufacturing, Supply chain, Logistics, and Warranty Analytics.
**Qualifications**:
- BE, B.Tech, M.S. or Ph.D. in Engineering, Computer Science, Operations research, Statistics, Applied mathematics, or in a related field
- 3+ years of experience in at least one of the following languages: Python, R, MATLAB, SAS
- 3+ years of hands-on experience in using machine learning/text mining tools and techniques such as Clustering/classification/decision trees, Random forests, Support vector machines, Deep Learning, Neural networks, Reinforcement learning, and other numerical algorithms
- Experience with GoogleCloud Platform (GCP) including VertexAI, BigQuery, DBT, NoSQL database
- Excellent problem solving, communication, and data presentation skills
**Key Roles and Responsibilities of Position**:
- Build data-driven models to understand the characteristics of engineering systems
- Train, tune, validate, and monitor predictive models
- Analyze and extract relevant information from large amounts of historical business data especially related to quality, product development, and connected vehicles, both in structured and unstructured formats
- Establish scalable, efficient, automated processes for large scale data analyses
- Package and present the findings and communicate with large cross-functional teams
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