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Nordic Semiconductor · 8 hours ago

Senior R&D Engineer

San Diego, CA

Full-time

Onsite

Mid, Senior Level

$137K/yr - $137K/yr

3+ years exp

Nordic Semiconductor is a leading company in the semiconductor industry, and they are seeking a Senior R&D Engineer to develop and improve their products and technologies. The role involves collaborating across teams, mentoring junior engineers, and solving complex technical problems related to hardware acceleration and machine learning models.

Semiconductor

Diversity & Inclusion

H1B Sponsor Likely

Responsibilities

Develop and improve our products and technologies

Develop compiler component that translates tensor flow to hardware accelerator machine code

Develop scripts for accessing data sets and training models

Develop scripts to analyze performance metrics including accuracy, precision

Analyze models and create the transformations necessary to accelerate on hardware

Collaborate across teams and business units to integrate hardware acceleration and maximize end-use uptake

Collaborate and be recognized as a technical expert in other departments to identify and solve technical problems

Investigate and gain technical knowledge in potential adjacent technologies

Participate and lead in scheduled project reviews

Contribute to continuous improvement initiatives to improve product quality

Mentor and coach junior engineers to help them develop their skills

Analyze various machine learning models, identifying, and creating the necessary transformations to optimize them for hardware acceleration

Perform profiling and tuning of machine learning models on specialized hardware

Develop and debug hardware accelerator toolchains, compilers, and related software

Qualification

C/C++PythonNeural network frameworksHardware accelerationBash scriptingDockerCloud platformsIoT devicesCommunicationProblem-solvingTeam collaborationProject managementMentoring

Required

Master's degree in engineering or related field and at least 3 years of experience in product development, prototyping, testing and optimization

Three years of experience in C/C++ and Python

Three years of experience in Bash scripting for automation on Linux and Windows

Three years of experience in Zephyr OS and RTOS Systems

Three years of experience in Docker, containerization, and deployment tools

Three years of experience in Neural network frameworks like Tensorflow, TFLite, Keras for machine learning model development

Three years of experience in High-level machine learning frameworks and hardware acceleration to improve the efficiency of neural network execution

Three years of experience in Training and testing low power and low memory machine learning models for running on the edge NN HW accelerator

Three years of experience in Extracting model data from a tensorflow lite model and optimizing it for deployment on the HW accelerator

Three years of experience in IoT devices, wireless communication protocols (e.g., BLE, Zigbee, MQTT, etc) and communication protocols (e.g., I2C, SPI, etc.)

Three years of experience in Cloud platforms like AWS

Three years of experience in Typescript or JVM based languages

Good communication skills, with the ability to effectively communicate technical information to both technical and non-technical audiences

Strong problem-solving and analytical skills

Ability to work independently and as part of a team

Good project management skills, with the ability to manage multiple projects simultaneously

Ability to mentor and coach junior engineers

Ability to take ownership of assigned tasks and work with minimal supervision

Ability to collaborate effectively with team members and other departments

Company

Nordic Semiconductor

Nordic Semiconductor is a semiconductor company specializing in ultra low power short range wireless communication.

Founded in 1983

Oslo, Oslo, NOR

1001-5000 employees

http://www.nordicsemi.com/

H1B Sponsorship

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2024 (1)