Embedded Data Scientist
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Role details
Tech stack
Job description
- Explore opportunities to miniaturize models for execution on embedded microcontrollers by limiting optimizing API utilization, balancing accuracy and precision against storage and runtime, and identifying āleversā and configuration options which can support different model goals in different hardware deployments.
- Maintain and extend existing Python process for generating and tuning training data from libraries of recorded instrument measurements
- Characterize model quality by analyzing predictive performance against ground truth
- Keep a sense of humor and positive perspective that transcends setbacks.
Additional Responsibilities
- Assist with collection of instrument data, both for purposes of ML model development and for new product characterization
- Contribute to other aspects of company development as needed
Requirements
Do you have experience in Version control?, Do you have a Bachelorās degree?, * At least 2 years of experience with machine-learning frameworks such as TensorFlow and Keras.
- At least 2 years of experience in Python.
- At least 1 year of experience in C, Rust or other embedded languages.
- At least 1 year of experience in Git or other revision-control systems.
- Experience in LiteRT and STM32N6 would be a plus.
- Willingness and interest in learning a considerable amount about the specification, design and manufacture of optical systems
- Good communication skills, written and oral., * Bachelorās degree in Mathematics, Data Science, Computer Science, Computer Engineering or related discipline
Benefits & conditions
$90,000 - $120,000 a year - Part-time, Full-time, Contract, Pulled from the full job description
- Health insurance
- Retirement plan
- 401(k) matching
- Vision insurance
- Dental insurance
- Flexible schedule, * 401(k) matching
- Dental insurance
- Flexible schedule
- Health insurance
- Retirement plan
- Vision insurance
About the company
Wasatch Photonics is seeking an Embedded Data Scientist to help develop and package AI models for execution on embedded microcontrollers and microprocessors in handheld spectroscopic instruments.
As a company, we work with leading researchers developing new scientific techniques to revolutionize healthcare, security, food security, materials development & processing, and environmental monitoring. As an Embedded Data Scientist with us, you will help Wasatch Photonics train, characterize, compress and package AI models using open-source machine-learning toolkits (TensorFlow, Keras etc) for execution on next-generation handheld devices.
Wasatch Photonics has long been known for its superior opto-mechanical designs for spectroscopy and OCT, drawing upon our own high efficiency holographic gratings. In this role, you will enjoy a unique position offering experience in both machine-learning data science and embedded firmware exposure, as ābig dataā is winnowed and squeezed down to run on āsmall chips.ā
We offer a fast-paced development environment, a variety of interesting & overlapping projects, and a positive collaborative atmosphere where you will learn about the physics, optics and chemistry underlying our spectroscopy and optical coherence tomography technology. We are here to build upon one anotherās talents and succeed as a team.
If this sounds like the kind of challenge and environment that brings out the best in you, then the best of us would like to meet you!
Location: This contract or full-time position is located in Morrisville, North Carolina (Raleigh/Durhamās Research Triangle Park), with opportunities for limited hybrid / remote work. Occasional domestic and international travel may be required.
What We Offer
We know that the best people look for more than just a job. We aim to inspire you with common goals, shared vision, and an environment where you can grow and lead a balanced life - long term. Hereās a few of the benefits that make us different:
- Work with and learn from celebrated scientists in the fields of Raman, spectroscopy, and OCT
- Specify and use the tools and resources you require to get the job done.
- Flexibility and compassion in your schedule when you need it
- Share in the profits of the business
- āSmall company cultureā: very little red tape to impede positive action
- Planned career development opportunities, About Wasatch Photonics
We are a fast-growing company with several market-leading products with optics at its core. Key product areas from Wasatch Photonics include Raman Spectroscopy, Optical Coherence Tomography, Hyperspectral Imaging, Volume Phase Holographic Gratings, and Diffractive Optics.
The Company is an ideal place for energetic and innovative individuals looking to grow a developing company with exceptional products in a fast-paced startup driven environment. Wasatch Photonics provides a collaborative and cordial environment, and sees the growth and development of its team members as integral for its success.
We are looking to expand our teams to support our continuing market expansion. If you enjoy working in a dynamic, growth driven environment with the latest technology - then we look forward to hearing from you and discussing what we might achieve together!
Pay: $90,000.00 - $120,000.00 per year
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