SQUAD (squad.ua) — is a research and delivery team working on great products. We’re pulling together the strongest performers and designing an environment for creativity & discovery. We believe that the synergy of outstanding people and this environment can tackle any global challenge. Forget good. Do great in SQUAD.
20 апреля 2021

ML Engineer (C++/Python)

Львов

Job Summary

As a member of our Research Team, you will help with data preparation, prototyping and/or implementation, measurement, and deploying your solution. You will work closely with members of our Research and Engineering teams to improve and optimize existing algorithms and models and develop products.

Qualifications and Skills

— 3+ years of commercial development experience
— Experience with Python 3, NumPy, scikit-learn, pandas, and SciPy
— Practical experience in at least one of the following problems: object detection, segmentation, face recognition, person re-id, action recognition, generative model
— Experience with deep learning frameworks. Fluent Tensorflow and PyTorch are a must, while MxNet, Caffe, and Keras are a plus
— Strong knowledge of algorithms and data structures
— MS or BS in Computer Science or related fields
— Good written and spoken English

Nice to have

— C++ knowledge and CS fundamentals (C++11/14/17 is a plus)
— Basic understanding of Big Data, understanding of the difference between MapReduce and in-memory processing
— Experience with model optimization, including: pruning, quantization, and knowledge distillation
— Experience with probabilistic programming and bayesian framework
— Practical experience with GANs, VAEs

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.

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