Job Description:
We are looking for a Backend (server-side) and Infrastructure Developer to lead a multidisciplinary team in the development and implementation of a product that enables training and deployment of deep learning applications for our Edge AI teams and customers.
As a Squad Leader, you will define and manage the team's sprints, including SDLC routines and software and product cycles, while working closely with the Product.
The role focuses on developing innovative tools for training, testing, and simplifying update processes for deep learning models in the field of computer vision and includes developing MLOPS capabilities, automation, and computing resource management for training deep learning models.
The role requires ongoing learning and updating on the latest innovations in MLOPS, DevOps, and other areas relevant to ongoing work, and full responsibility for the development, from problem analysis through literature reviews, planning, and implementation.
Leading the development challenge of a unique software platform that is required to function in a range of challenges, including training models on missing data, working in local and cloud environments, planning and implementing a data lake, deploying on low-power computers, and more - requires high drive and ability to get things done.
Location:
Hybrid, Tel Aviv - Center
Job Qualifications:
Extensive knowledge and proven mastery of Python and its ecosystem
Rich experience in designing and implementing APIs
At least 4 years of experience in software engineering and building tools for developers
Proven experience in developing and resolving bugs in all layers of the software
Proven experience in MLOPS and managing computing resources and data storage
Experience working with cloud technologies
Experience working with Docker, including writing Dockerfile and Docker compose
A background in computer vision is an advantage
Experience working with databases such as MySQL/Postgres is an advantage
Experience in optimizing database searches
Experience as a team leader/squad lead