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Über
Skyworks Solutions, Inc. is an innovator of high-performance analog semiconductors, and they are seeking an early-career Data Scientist to join their Data Analytics & AI Enablement team. In this role, you will apply machine learning, statistics, and data engineering fundamentals to real-world problems across analog/RF design, test, and manufacturing.
Responsibilities : • 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.
Qualifications : 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.
Company :
Skyworks Solutions, Inc. is empowering the wireless networking revolution. Founded in 1962, the company is headquartered in Woburn, USA, with a team of 5001-10000 employees. The company is currently Late Stage.
Sprachkenntnisse
- English
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