Microchip Technology Inc. is seeking to drive innovation and improve outcomes in sales applications through advanced analytics models and machine learning solutions.
Requirements
- Proven experience in Python programming and familiarity with core libraries like pandas, NumPy, SciPy, scikit-learn, TensorFlow, PyTorch, etc.
- Proficient in various ML techniques (classification, regression, clustering, neural networks, etc.) and their real-world advantages/drawbacks.
- Experience in natural language processing, computer vision, or other specialized AI/ML domains is a plus.
- Demonstrable experience in sourcing, manipulating, and analyzing large datasets from multiple platforms.
- Familiarity with data query languages (SQL, etc.)
- Knowledge of best practices in data science and software development.
Responsibilities
- Designing and developing advanced analytics models and machine learning solutions
- Model Development and Evaluation: Design, develop, and validate advanced machine learning models that address key business challenges and opportunities.
- Data Engineering: Build robust pipelines to gather, clean, and prepare data from diverse sources for analysis and modeling.
- Research and Implementation: Stay abreast of cutting-edge AI/ML technologies and techniques; evaluate their potential application to business challenges.
- Collaboration: Work closely with data scientists, analysts, software engineers, and cross-functional teams to implement scalable and efficient machine learning systems.
- Documentation: Create and maintain technical documentation for system design, development processes, and analytic findings.
Other
- Bachelor’s or master’s degree in computer science, Statistics, Applied Math, or a related field.
- Excellent problem-solving and analytical skills. Strong communication skills.
- Travel Time: 0% - 25%
- Physical Attributes: Hearing, Seeing, Talking, Works Alone, Works Around Others
- Physical Requirements: sitting 90%
