About the job
Our mission at Pumba is to solve a really BIG problem – To help local drivers in big cities find on-street parking. We’ve created a solution that actually succeeds in solving this problem and reduces drivers’ frustration significantly. Today, thousands of drivers use Pumba every day.
We developed CV and AI algorithms that run on our parking sensors. We are now looking for a backend developer to prepare the Pumba system for scale, and take our algorithms and system architecture to the next level.
In this role you will:
- Lead the software development of the Pumba system - Servers, algorithms, DBs, MLops, client app, and parking sensors.
- Deploying developed computer vision models on the cloud after optimization and maintaining them to later improve to address additional requirements in the future.
- Take ownership to drive computer vision solutions and meet our use case requirements.
- Be part of a fast-growing engineering team that builds a cutting-edge platform that makes a real impact in the world.
- Work closely with other functions in the R&D - product manager, CTO, Head of HW, frontend developers, and more.
You’ll shine if you have…
- 3+ years of hands-on experience in Python development: OOP, Web frameworks, clean and secure code
- Understanding about depth and breadth of computer vision and deep learning algorithms.
- 2+ years of experience in computer vision and/or deep learning for object detection and tracking along with semantic or instance segmentation either in the academic or industrial domain.
- 2+ years of experience with deep learning algorithms and ML: Preprocessing, training, and deployment. Experience with any machine/deep learning frameworks like Tensorflow, Keras, and PyTorch.
- Experience in training models through GPU computing using NVIDIA CUDA or on the cloud.
- Experience with running production workloads on AWS/Azure/GCP platform.
- Advantage - Experience with event streaming and messaging platforms (such as Kafka, RabbitMQ, etc.), WebSockets, Linux & Bash, and AutoScaling architectures.
The secret sauce of our team members is:
- Team players.
- Passionate about problem-solving.
- Independent.
- Agility - always ready for big changes and pivots in a very dynamic work environment.
The position is a part time job, located at Yehuda Halevi 48 st. Tel Aviv.