ASM is looking to optimize, control, and monitor their product and process data by implementing AI/ML methodologies to build models for process design, control, and optimization.
Requirements
- Specific experience in developing custom ML algorithms and models
- Experience in small and large datasets
- Proficiency in Python, C++ considered an advantage
- Experience in delivering impact using statistical analysis, predictive modeling, and machine learning
- Knowledge of data implementation and pulling datasets
- Experience in major ML/AI algorithms and techniques such as, but not limited to, LLM’s, neural networks, (un)supervised learning, SVM’s
- End-to-end experience in building models – including, but not limited to model optimization, A/B testing, and experimental design
Responsibilities
- Analyze and parse our product and process data for optimization, control and monitoring
- Implement AI/ML methodology to build models allowing process design, control and optimization
Other
- PhD in data science, data engineering, computer science or another related technical field
- Alternatively, a master’s degree in the above with 4+ years of relevant work experience
- Strong communication with technical and non-technical stakeholders
- Strong teamwork skills
