Computer Vision Algorithm Engineer

at Nanit (View all jobs)
Tel Aviv, Israel

About Nanit:

The team behind Nanit are experts in those first precious moments of your baby’s life. The company provides products and services that help parents stay informed on their baby’s health, safety and well-being through smarter and better use of technology. In 2016, the Nanit baby monitor revolutionized the industry with computer vision and machine learning capabilities that helped parents help their babies sleep better. Now, the company has become the leader in the connected nursery space, with an incredible customer base of highly-engaged new parents who look to Nanit as a source of information and expertise on their parenting journey.

Roles & Responsibilities:

Research and development of state of the art AI models to solve problems in the video analysis world.
Working on diverse computer vision tasks: Pose estimation, self-supervision, segmentation, detection, classification, multi-modality (video + sound), OOD, confidence, monitoring, etc..
End-to-end development, from the research phase to a production-grade model: data collection and analysis, literature review, research & POC, analyze errors, improve performance and reduce computation cost, support deployment to production.
Close work with the MLOps team.

If this sounds like you, you probably have:

At least 3 years of experience in deep learning development for computer vision
Excellent programming skills in Python
Experience and theoretic understanding of CNNs for vision tasks
Basic knowledge with classic computer vision algorithms
Experienced in using at least one of the Deep Learning frameworks: TensorFlow, PyTorch
M.Sc. in Computer Science / Electronic Engineering / Math
Ph.d. in Computer Science / Engineering / Math - an advantage
Developing production-grade algorithms - an advantage

Why Nanit?

Nanit products can actually change lives. We’re an integral part of the lives of new parents, making an exciting but stressful time a little more manageable.
We are international and believe our diversity makes our culture, products and brand even better.
We invest in our people. We consider each employee a long-term investment and we see value in continuously helping them to advance in their lives and careers
Nanit is a fun, collaborative group of hard workers! We believe in an appropriate work-life balance, and offer a flexible, open environment.
We are at the forefront of innovation, creating products and services that have never been seen before.

We are proud to be an equal opportunity employer. We provide employment opportunities without regard to age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, veteran status, or any other protected class.