Redefining mobility requires quality data, metrics and analytics, as well as insightful interpreters and analysts at Ford Motor Company
Requirements
- Strong proficiency in Python for data science and machine learning
- Expertise in SQL for data querying, manipulation, and database interaction
- Experience with big data technologies, cloud-based data platforms (e.g., GCP, AWS), and business intelligence tools (e.g., Power BI, Streamlit, Plotly Dash)
- Solid understanding of machine learning algorithms, statistical modeling, and data analysis techniques
- Experience with Generative AI, including a strong understanding of ML frameworks, algorithms, and practical implementation
- Experience in specialized areas such as Natural Language Processing (NLP), deep learning (e.g., TensorFlow, PyTorch), or recommendation systems
- Experience with building and managing data pipelines, including familiarity with orchestration tools (e.g., Apache Airflow, Kubeflow) or DBT
Responsibilities
- Acquire a deep understanding of business problems and translate them into appropriate technical solutions
- Design, develop, and implement end-to-end AI/ML pipelines, from data ingestion and preprocessing to model training, evaluation, and deployment
- Act as a full-stack data scientist to develop and deliver advanced analytics models, including classification, time series, LLM, and more
- Write clean, efficient, and well-documented code in Python for data manipulation, feature engineering, and model development
- Utilize SQL extensively for data extraction, transformation, and loading (ETL) from various relational databases
- Collaborate internally and with data engineers to identify new and novel data sources, ensure robust data infrastructure, and explore their potential use in developing actionable business results
- Monitor and maintain deployed AI/ML models, ensuring their ongoing performance, accuracy, and reliability
Other
- Minimum of 4 days onsite at the Dearborn MI office
- Master's degree (M.S.) in Data Science, Computer Science, Business Analytics, Machine Learning, Statistics, or a related quantitative field
- 3+ years of experience in AI/ML, with proven experience developing and deploying machine learning models in a production environment
- Excellent oral, written, and interpersonal communication skills
- Candidates for positions with Ford Motor Company must be legally authorized to work in the United States
