Scope of work:
We are developing a recommendation system based on real-time video feeds with different detection and recognition algorithms for analysis of cars, persons and queues for retail purposes.
- You need to quickly dive into the current stage of the video analytics system project and take on the implementation of the business logic block - processing and synchronizing events based on videodata;
- We expect the candidate to solve the tasks of integrating business logic with computer vision block;
- Carry out design and implementation of services, their interaction;
- Design the architecture and backend implementation of the solution;
Will be an advantage:
- Programming language - Python; Experience writing code in a commercial setting;
- Experience with interservice interaction, knowledge of synchronization mechanisms;
- Experience with relational DW(PostgreSQL, ClickHouse);
- Experience with Linux, Docker and Git/Gitlab;
- English - reading technical literature and scientific articles;
- Ability to forecast and balance long-term strategic design and short-term tactical solutions;
- Self-organized and proactive attitude, experience of registration of the conducted experiments and results of work.
What Makes Megainsight Special?
- Familiarity with frameworks for computer vision tasks: Pytorch/Keras/Tensorflow, OpenCV;
- Implementation of Computer Vision projects from data collection to implementation in production;
We’re not just a highly ambitious technology company. We’re a highly ambitious technology company with a soul. Fundamental to our mission is to help in the battle for attention of the client's target audience. There is banner blindness, fatigue from the flow of advertising information. Each customer of retail chains has his own consumption profile and needs. Megainsight helps businesses to form data-based proposals that make customer journeys amazing.
As “McKinsey & Company” said - “Personalization is not just an option, but already a key tool in the competitive game. Consumers don't just want personalization, they demand it!”
If you are interested in being a part of the industry based AI technology in marketing, implement personalization ubiquitous - this job is for you!Contact us to apply for a vacancy firstname.lastname@example.org