Skyworks LLC ยท 12 hours ago
Sr. Data Scientist
Irvine, CA
Full-time
Onsite
Senior Level, Lead/Staff
$114K/yr - $220K/yr
8+ years expSkyworks is an innovator of high-performance analog semiconductors, driving the wireless networking revolution. They are seeking a Machine Learning Engineer to join their AI/ML team in Irvine, CA, where the role involves applying advanced machine learning techniques to real-world engineering challenges in the analog and RF domain.
Building MaterialManufacturingReal Estate
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
Stay up-to-date with current trends in ML, especially those relevant to semiconductor, signal processing, or high-dimensional time-series data
Qualification
Required
BS and 8 years experience (Ph.D. preferred) in Machine Learning, Computer Science, Electrical Engineering, Applied Mathematics, or a related field
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
Excellent communication and collaboration skills, with the ability to work across disciplines and teams
Preferred
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
Benefits
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
Additional awards, including recognition and stock
Company
Skyworks LLC
Along with new and used aerial lifts, Skyworks LLC offers a full line of new, used and rentals of construction equipment, aerial work platforms, scissor lifts, boom lifts, forklifts, telehandlers, accessories, and supplies from manufactures such as JLG, SkyTrak, Terex, Mustang, Dynapac & Genie.
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Patrick Farley
Chief Information Officer
Company data provided by crunchbase