Deep Learning Engineer (offline)

Job Summary

As a member of our Research Team, you will be engaged in an iterated process of data preparation, prototyping and/or implementation, measurement, and deploying your solution together with the back-end team. You will work closely with members of our Research and Engineering teams to improve models and bring products to the market based on your research.

Qualifications and Skills

— 2+ years in machine learning (computer vision domain)
— Practical experience in at least one of the following problems: classification, detection, segmentation.
— Python3, numpy, scikit-learn, pandas, scipy.
— Deep learning frameworks:TensorFlow or PyTorch is a must; Keras is plus.
— Experience in deploying machine learning models to production
— Good understanding of machine learning and deep learning concepts.
— Good written and spoken English

Nice to have

— Practical experience with GANs, VAEs
— Probabilistic programming and bayesian framework
— Model optimization: pruning, quantization, knowledge distillation
— Basic understanding of web and client-server architecture asyncio, aiohttp, and other async libraries for back-end
— Basic understanding of Big Data, understanding of difference between MapReduce and in-memory processing
— Algorithms, data structures
— SQL, NoSQL
— Docker, Kubernetes, Kubeflow
— Bash

We offer multiple benefits that include

— Working on impactful security products and the opportunity to use them personally
— Competitive salary and perks
— PE accounting and support
— WFH and remote working mode possibility. Partial furniture compensation
— Social package, including medical insurance available from the start date and sports compensation after the trial period
— 18 paid vacation days per year, paid public holidays according to the Ukrainian legislation
— Educational possibilities like corporate courses, knowledge hubs, and free — English classes. Semiannual performance review
— Free meals, fruits, and snacks when working in the office.

About SQUAD

Ring Ukraine — an innovative hardcore research and product development company creating state of the art smart home security systems.
The importance of Ring research team is to enforce AI technologies for Ring devices; as well, the product team strives diligently on software and hardware development. The results of our triumphant achievements are deployed onto countless Ring’s devices worldwide.

Join Ring Ukraine and enjoy cooperation with a product company, apply and find out all about benefits of joining our team.

Let’s make world better and safer together!

Company website:
https://ring-ukraine.com/