Staff Engineer, AI/Machine Learning RFIC Design

Employment Type

: Full-Time

Industry

: Engineering



Job Summary

pSemi has a 30-year history of changing the world from the invention of RFSOI to our innovation leadership in the RF Front End. Artificial Intelligence and machine learning are emerging technologies changing the world and we are looking for leaders to apply them to the world of RF. The AI and Machine Learning developer will focus on developing a methodology and framework for using AI and ML to create RFICs. As part of our advanced RFIC research project in Corporate R&D, you will be involved in building best-in-class solutions and silicon needed to enable state-of-the-art technologies for smart phones, autonomous vehicles, robotics, and IOT devices. In this role, you will work in a dynamic research environment, be part of a multi-disciplinary team focused on automated design acceleration.

We are looking for exceptional individuals skilled in ML and Deep-Learning algorithms, frameworks and application development. Challenges include the ability to quickly learn and apply state of the art techniques for physical implementation and design of RFICs, leveraging the quickly developing field of ML and bring it to hardware design.

This position requires the ability to independently define development plans and arrange for resources to execute to the plan. A successful individual will have a strong understanding of developing machine learning projects and a background in the physical science. This highly visible role will be the bridge that connected the new world of AI/Ml and the world of RF Front End Design.

Roles & Responsibilities

This position has responsibility for:

  • Development of software tools and framework for application machine learning algorithms to RFIC design
  • Enable team to run an automated design engine
  • Review and analyze data to optimize hardware design to create industry leading application performance in record time.
  • Ensure successful developments: Be a technical leader through strong example and training of more junior engineers, documenting all relevant product and design information to educate others on novel design techniques and provide guidance on product usage
  • Knowledge, Skill and Competency Requirements

    Competency is based on: education, training, skills and experience. In order to perform the job successfully, an individual should demonstrate the following knowledge, skills and competencies:

  • Critical Thinking : Skilled at finding logical flaws in arguments and plans; identifies problems and solutions that others might miss; provides detailed insight and constructive criticism into problems and complex situations
  • Working with Ambiguity : Achieves forward progress in the face of poorly defined situations and/or unclear goals; able to work effectively with limited or partial information. 
  • Displaying Technical Expertise : Keeps his/her technical skills current; effectively applies specialized knowledge and skills to perform work tasks; understands and masters the technical skills, knowledge, and tasks associated with his/her job; shares technical expertise with others
  • Driving for Results: Aggressively pursues challenging goals and objectives; will to put in considerable time and effort to accomplish objectives; takes a highly focused, goal driven approach toward work
  • Making Accurate Judgments and Decisions : Bases decisions on a systematic review of relevant facts and information; avoids making assumptions or rushing to judgment; provides clear rationale for decisions
  • Minimum Qualifications (Experience and Skills)

  • A strong software engineering background with emphasis on C/C++ or Python
  • Experience in debugging complex software issues with a focus on object-oriented software design and development
  • Previous experience working in an Agile environment, and collaborating with multi-disciplinary teams
  • Ability to communicate and document design work with clarity and completeness
  • Previous experience working on machine learning projects
  • Team player with a strong sense of urgency to meet product requirements with punctuality and professionalism
  • Beneficial experience and skills

  • CMOS and/or RF circuit design experience
  • Knowledge of CMOS and IC fabrication and how this impacts circuit performance
  • Knowledge of analog and digital IC design
  • Knowledge of neural networks, with hands-on experience using ML frameworks such as TensorFlow or PyTorch
  • Knowledge of Convolutional Neural Networks (CNNs), RNN/LSTMs
  • Experience with EM simulation tools such as HFSS, Sonnet and Momentum 
  • Experience with Matlab
  • Minimum Education and Experience Requirements

  • Bachelor's in one of: Computer Engineering, Computer Science or Electrical Engineering and 8 years of related experience or 6 years of related experience and Master's degree
  • Work Environment

    This job operates in a professional office environment. This role routinely uses standard office equipment.

    * The salary listed in the header is an estimate based on salary data for similar jobs in the same area. Salary or compensation data found in the job description is accurate.

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