Senior Software Engineer - Computer Vision Optimization
Company: Metalenz Inc.
Location: Boston
Posted on: November 6, 2024
Job Description:
Senior Software Engineer - Computer Vision OptimizationMetalenz
is at the forefront of driving innovation in optics with
metasurface technology, providing solutions that redefine the
possibilities of mobile imaging and sensing. Metalenz is the first
company to bring metasurfaces to mass markets, with millions of its
meta-optics already integrated in consumer devices, combining the
functionality of three or four complex lenses and components into a
single flat device, mass-produced in existing semiconductor
foundries.The Company's latest product, Polar ID, is a
groundbreaking imaging sensor solution that can see what no other
sensor can see, enabling secure and affordable face unlock for all
smartphones. This system-level solution harnesses the unique
capabilities of metasurface optics together with machine vision
algorithms to bring a new form of sensing to mobile devices for the
first time.Metalenz is built on foundational research from Harvard
University, and backed by venture arms of Intel, 3M, TDK, and
others.The PositionMetalenz is developing next-generation sensing
systems for consumer electronics with metasurface technology. As a
Software Engineer, you will develop computer vision and image
processing algorithms to work with our engineered meta-optic camera
systems. A successful candidate will be able to implement existing
and new computer vision algorithms for 3D scene reconstruction,
segmentation, and biometric tasks.What you'll do
- Optimize machine learning model implementations and inference
times
- Work with TFLite, SNPE, or other embedded deep learning
libraries
- Quantize and tune model architecture, speed, and performance
while maintaining task performance
- Participate in rigorous benchmarking and analysis across model
classes
- Deploy to mobile hardware running Android
- Conceive, implement, and optimize deep learning and computer
vision algorithms using our unique meta-optic capabilities to bring
truly secure authentication to mass market
- Work in facial identification, presentation attack detection,
and scene synthesis
- Implement your algorithms on our unique camera hardware
- Assist software team in efficient model integration for
application and service hosting the models by writing
C++/JNI/Kotlin
- Collaborate by writing documentation, engaging in code review,
and commenting on design documentsWhat you'll need
- MS or PhD in Computer Science, Electrical Engineering, or
relevant field and/or demonstrated excellence in relevant technical
domains through open source contributions or publications
- 5+ years' experience building computer vision solutions and
deploying deep learning models on mobile
- Broad understanding of methods and tooling, from traditional
(FastCV) to deep learning approaches (i.e. PyTorch, Jax,
Tensorflow) and their deployment to embedded systems (Android,
C++)
- Knowledge of cameras, image processing, and computer vision
techniques
- Familiarity with software engineering best practices (version
control, data provenance, code profiling, and unit tests)
- Knowledge of building and deploying machine learning train and
test pipelines a plus
- Proficiency in Python, C++, and JNIWhat we do
- Work with consumer electronic OEMs to commercialize
meta-optics
- Design next-generation optical systems for emerging consumer
applications like 3D sensingWhat We Offer
- We provide competitive compensation
- Pre-IPO stock options
- 100%, company paid premiums for employees and their dependents,
such as medical, dental, and vision
- Employer Health Savings Account (HSA) contributions
- Employer matching 401k
- Pre-tax commuter plans
- Casual dress code
- 18 days of PTO and 12 paid company holidays
- 10 sick days per year on a calendar basisMetalenz is an
equal-opportunity employer. The Company is committed to providing
an open and inclusive environment for all of its employees. The
Company prohibits any discrimination on the basis of gender, gender
identity, pregnancy, race, color, religion, sexual orientation,
national origin, ancestry, age, disability, veteran status,
criminal record, or genetic information.
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Keywords: Metalenz Inc., Revere , Senior Software Engineer - Computer Vision Optimization, IT / Software / Systems , Boston, Massachusetts
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