Design, build, train, evaluate, and deploy machine learning models to support and improve our robotic manufacturing processes.
Identify, collect, clean, and organize data from diverse sources to construct high-quality datasets for model training and evaluation.
Develop and maintain scalable ML pipelines and infrastructure using cloud platforms, with a focus on Azure.
Leverage Databricks and Apache Spark for large-scale data processing and model development.
Collaborate with cross-functional teams, including robotics, software, and manufacturing engineers to integrate ML solutions into production workflows.
Stay current with the latest developments in machine learning and AI and evaluate their applicability to our manufacturing challenges.
Write clean, well-documented, and production-quality Python code.
Communicate findings, results, and recommendations to both technical and non-technical stakeholders.
Stay current with the latest developments in machine learning and AI and evaluate their applicability to our manufacturing challenges.
Write clean, well-documented, and production-quality Python code.
Communicate findings, results, and recommendations to both technical and non-technical stakeholders.
Required Background & Experience:
Master’s degree in Computer Science, Machine Learning, Artificial Intelligence, or a closely related field with 6+ years of hands-on experience in machine learning and AI; or a Ph.D. in a relevant field with 3+ years of experience.
Proven ability to work with raw, unstructured, or incomplete data, including data collection, cleaning, labeling, and dataset construction.
Proficiency in Python for ML development, data processing, and scripting.
Familiarity with cloud computing frameworks and services, with a preference for Microsoft Azure.
Experience with Databricks and Apache Spark for data engineering and model development.
Preferred Qualifications:
Machine learning experience in CAD and computational geometry applications.
Experience working in the industrial or manufacturing space.
Experience with robotics, including robotic perception, control, or planning.
This job description is not designed to cover or contain a comprehensive listing of activities, duties, or responsibilities required for this role. Duties and responsibilities may change based on business needs.