Skyworks is seeking to apply machine learning expertise to high-impact, real-world engineering challenges in the analog and RF domain to enable next-generation wireless communications.
Requirements
- Strong theoretical and practical experience in machine learning and deep learning, including CNNs, transformers, time-series models, or probabilistic methods.
- Proficiency in Python and ML frameworks such as PyTorch, TensorFlow, Scikit-learn.
- Solid understanding of statistics, optimization, and model evaluation techniques.
- Exposure to semiconductor, electronics, or RF system domains (e.g., basic understanding of circuit behavior, test data, signal integrity).
- Experience working with large, complex datasets (e.g., sensor, waveform, or EDA simulation outputs).
- Familiarity with data infrastructure and workflow orchestration (e.g., Airflow, MLflow, or cloud platforms).
- Contributions to peer-reviewed research, patents, or open-source ML projects.
Responsibilities
- Predictive analytics for yield and quality improvement
- Optimization of circuit or device parameters
- RF signal modeling and anomaly detection
- Root-cause analysis across test and manufacturing data
- Own the end-to-end ML pipeline: data acquisition, feature engineering, model selection, training, evaluation, deployment, and monitoring.
- Collaborate with cross-functional stakeholders including design engineers, process experts, and product owners to understand problem statements and translate them into ML solutions.
- Work on both research-oriented prototypes and production-grade deployments.
Other
- Position requires a bachelors degree and 12 years experience or Master and 8 years experience (Ph.D. preferred) in Machine Learning, Computer Science, Electrical Engineering, Applied Mathematics, or a related field.
- Excellent communication and collaboration skills, with the ability to work across disciplines and teams.
- Access to healthcare benefits (including a premium-free medical plan option), a 401(k) plan and company match, an employee stock purchase plan, paid time off (including vacation, sick/wellness, parental leave).
- Employees are eligible to participate in an incentive plan, and certain roles are also eligible for additional awards, including recognition and stock.
- Skyworks is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other characteristic protected by law.
