- Bayan Lepas Pulau Pinang Malaysia
Kerja Kerja Dari Rumah, AI-ML Software Developer di Keysight Technologies, Inc. Pulau Pinang - Maukerja
AI-ML Software Developer
Keysight Technologies, Inc.
Kongsi
Simpan
Lokasi Kerja
Penerangan Kerja
Tanggungjawab
Overview:
Key Responsibilities
Preferred Skills
Any use of AI assistance used by applicants during interviews will result in immediate disqualification for this position.
Careers Privacy Statement***Keysight is an Equal Opportunity Employer.***
Keysight is at the forefront of technology innovation, delivering breakthroughs and trusted insights in electronic design, simulation, prototyping, test, manufacturing, and optimization. Our ~16,800 employees create world-class solutions in communications, 5G, automotive, energy, quantum, aerospace, defense, and semiconductor markets for customers in over 100 countries. Learn more about what we do.
Our award-winning culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. We believe that when people feel a sense of belonging, they can be more creative, innovative, and thrive at all points in their careers.
Responsibilities:
We are seeking a highly skilled R&D Engineer to drive the development of next‑generation layout automation technologies for RFIC, RF module, and microwave designs within Keysight’s EDA ecosystem. This role focuses on parameterized cell (PCell) development, Python-based layout automation, EM‑aware design flows, and engineering support for high-frequency components including power amplifiers, mixers, filters, and passive structures.
The ideal candidate will combine strong RFIC/microwave design fundamentals with deep hands-on experience in layout generation, parameterization, and EDA automation. This is a high-impact individual contributor role, delivering core layout technology that powers ADS and Keysight’s broader design platforms.
The ideal candidate will combine strong RFIC/microwave design fundamentals with deep hands-on experience in layout generation, parameterization, and EDA automation. This is a high-impact individual contributor role, delivering core layout technology that powers ADS and Keysight’s broader design platforms.
Key Responsibilities
- Develop advanced PCells, Python-based cells, and Python-driven layout templates for RFIC, MMIC, and high-frequency passive/active components.
- Build EM‑optimized geometry generators incorporating constraints such as symmetry, spacing rules, routing patterns, stackup effects, and foundry DRC.
- Create reusable, scalable layout modules supporting inductors, transmission lines, transformers, filters, couplers, matching networks, and PA structures.
- Develop automation flows for layout synthesis, parameter sweeps, geometry optimization, and rule-driven layout adaptation.
- Implement layout‑to‑EM extraction flows enabling high‑accuracy simulation of parameterized geometries.
- Contribute domain expertise in RFIC and RF module design, including linear and nonlinear circuits, matching networks, filters, oscillators, PAs, and mixers.
- Collaborate with software, EM, layout, and workflow teams to integrate new automation capabilities into Keysight’s design platforms.
- Contribute to integration of ML-based optimization or geometry synthesis techniques.
- Deliver high-quality code, documentation, tests, and validation artifacts as part of an engineering development cycle.
- Collaborate cross-functionally with RF designers, system architects, EDA developers, and test teams.
- Participate in Agile ceremonies, code reviews, workflow design, and internal technical discussions.
Qualifications
- Bachelor’s or Master’s in Electrical Engineering, RF/Microwave Engineering, Electronics, or related field.
- Strong foundation in RFIC/microwave circuit design, EM simulation, and layout principles.
- Hands-on experience with ADS, HFSS, AWR, Cadence Virtuoso, or similar EDA tools.
- Proficiency in Python for automation, PCell development, and EDA scripting.
- Strong understanding of high-frequency component layout including PAs, mixers, filters, LNAs, and passive structures.
- Experience with EM extraction, layout‑driven optimization, and parameterized designs.
- Ability to deliver clean, maintainable code using CI/CD, version control, and modular software practices.
Preferred Skills
- Experience with PCells (SKILL, Python, ADS, internal DSLs) and automated layout generation.
- Knowledge of performance optimization, DRC handling, stackup-driven layout, and EM-aware geometry construction.
- Experience with AI/ML for design automation, optimization, or sensitivity modeling.
- Background in high-linearity, low-noise, wideband RF design.
- Exposure to cloud-based simulation or modern scalable EDA workflows.
- Strong analytical problem-solving skills and ability to work independently as a key technical contributor.
Any use of AI assistance used by applicants during interviews will result in immediate disqualification for this position.
Careers Privacy Statement***Keysight is an Equal Opportunity Employer.***
Peringatan Penting
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