Role overview
Skyworks Solutions is seeking an early-career Data Scientist to join our Data Analytics & AI Enablement team in Irvine, CA. In this role, you’ll apply machine learning, statistics, and data engineering fundamentals to real-world problems across analog/RF design, test, and manufacturing. You’ll collaborate with experienced data scientists and engineers to build models, develop analytics, and create tools that drive measurable impact, such as improving yield and quality, detecting anomalies, and accelerating design workflows.
This role is ideal for candidates with 2-4 years of experience who are eager to learn, ship production-quality work, and grow in a highly technical, supportive environment.
What you'll work on
- Contribute to predictive analytics for yield, quality, and reliability improvements.
- Build and evaluate models for anomaly detection, signal classification, and regression/forecasting on time-series and high-dimensional data.
- Prototype to production: help prepare features, training data, baselines, metrics, and documentation; assist with deployment and monitoring under guidance.
- Partner with domain experts (RF/design/product/manufacturing) to translate business problems into data/ML solutions.
What we're looking for
- Exposure to deep learning frameworks (PyTorch or TensorFlow) for time-series, signals, or tabular tasks.
- Basic familiarity with SQL, data pipelines, and ML workflow tools (e.g., MLflow, Airflow, DVC).
- Understanding of semiconductor/RF or electronics concepts (e.g., device/circuit behavior, test data, signal integrity). not required but a plus.
- Experience handling large datasets (e.g., waveform/sensor data, EDA outputs) and optimizing performance.
- Full‑stack development experience is preferred, such as building internal data/ML tools or dashboards (e.g., FastAPI/Flask, React/Vue, RESTful APIs), integrating models into services, and using Docker and basic CI/CD.
- Experience with cloud platforms (Azure/AWS/GCP) is beneficial.
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The typical base pay range for this role across the U.S. is currently USD $91,200 - $177,200 per year. Starting base pay will depend on relevant experience and skills, training and education, business needs, market demands, the ultimate job duties and requirements, and work location. Skyworks has different base pay ranges for different work locations in the U.S. Benefits include 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), among others. Employees are eligible to participate in an incentive plan, and certain roles are also eligible for additional awards, including recognition and stock. These incentives and awards are based on individual and/or company performance.
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. Skyworks strives to create an accessible workplace; if you need an accommodation due to a disability, please contact us at [email protected].