SoftConstruct is the innovator in the field of big data and computer vision among Ukrainian IT companies with HQ in Armenia, Yerevan. We combine our extensive experience in the development of SportTech software with advanced technologies to develop original software for sports statistics, risk analysis and security.
4 января 2022

Machine Learning Engineer

Киев

Machine Learning Engineer wanted! SoftConstruct is looking for a talented, skillful Machine Learning Engineer to join our company. We have a feeling it’s you.

SoftConstruct is one of the innovators in the field of big data and computer vision among Ukrainian companies. We combine our extensive experience developing SportTech software with advanced technologies to create original software for game and team analysis.

About Project:
Realtime sports tracking: AJNA

This is a highly accurate real-time video analysis framework with a zero operator’s assistance for in-game events extraction and processing, object tracking, and situation reconstruction.
Framework’s supportive utility to correct missed tracks, neural network mispredictions, or statistics errors to reach perfect accuracy for a post-game summary.

Technical stack:

  • Python, C\C ++
  • Google Cloud, AWS
  • SQL / NoSQL Databases
  • REST, SOAP, WebSockets
  • Computer Vision
  • Linux / UNIX

Skills & Experience:

  • Proficiency with Python;
  • Strong experience with Machine Learning;
  • Strong experience with Linux/ Unix;
  • Experience with Cloud Services (Google Cloud Platform is preferable);
  • Experience with Computer Vision (OpenCV).

Nice to haves:

  • Experience with C/ C++;
  • Experience with Flask, FastAPI;
  • Experience with PostgreSQL, ElasticSearch, Redis;
  • Experience with Kubernetes/ Docker;
  • Experience with High-Performance Computing.

Main responsibilities:

  • In this role, you will help the team to complete the integration of existing components and deliver new functionality for our computer vision and AI-powered sport tech products;
  • Research, develop, and integrate detection/tracking algorithms;
  • Develop an algorithm for automatic camera broadcasting.

What can we offer you:

  • A team of experts, who are open to sharing knowledge and experience;
  • Interesting and challenging work in a product and customer-oriented technology company;
  • Support in training and development, starting from developing IDP to paying for Ukrainian and foreign conferences and other events;
  • Flexible working hours and the possibility to work remotely;
  • Annual leave, short terms sick leave and all paid sick days;
  • Full tax and accounting support of individual entrepreneur activities (Group III, single tax);
  • Individual English classes at online school;
  • Annual budget for training and/or sports;
  • Free health insurance after probationary period;
  • Silent office near Lukyanivska metro station.

Sounds interesting? Then, apply now, don’t wait up. SoftConstruct is a cool place to work, where you’ll have fun, make friends, and grow professionally.

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