Skyworks Solutions, Inc. is an innovator of high-performance analog semiconductors, seeking an early-career Data Scientist to join their Data Analytics & AI Enablement team in Irvine, CA. The role involves applying machine learning, statistics, and data engineering to real-world problems in analog/RF design, collaborating with experienced professionals to build models and develop analytics that drive measurable impact.
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
Qualification
Required
Master's degree (MS/MA/MEng) in Data Science, Computer Science, Electrical Engineering, Statistics, Applied Math, or a related field with ≥1 year of relevant experience (industry or research)
Bachelor's degree (BS/BA) in a related field with ≥5 years of relevant professional experience
Proficiency in Python and core data/ML libraries: pandas, NumPy, scikit-learn; experience with Jupyter and Git
Solid understanding of statistics, model evaluation (e.g., cross-validation, calibration, ROC/PR), and feature engineering
Ability to work with structured and semi-structured data, write clean, reproducible code, and explain findings to non-DS stakeholders
Strong communication, curiosity, and a collaborative mindset
Preferred
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
Benefit
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)
Participate in an incentive plan
Eligible for additional awards, including recognition and stock
Skyworks Solutions, Inc. is empowering the wireless networking revolution.
