What is the problem we are trying to solve?
The goal is to automate manufacturing processes, included but not limited to assembly of devices, packing, visual and defect control. To achieve this, we plan to use both industrial and own developed equipment and solutions. The heart of the solution is built around collaborative robots and our own developed machine vision system.
Our Machine vision technology should give equipment the ability to “see” what it is doing and make decisions based on what it sees. The most common uses of machine vision will be visual inspection and defect detection, positioning and measuring parts, and identifying, sorting, and tracking products.
Since the manufacturing line also consists of other equipment, such as conveyors, automated screwdrivers, laser marking, etc, there will be a need to develop and integrate it into a centralized system, from which you can monitor and control the operations.
Responsibilities:
- Cooperate with stakeholders to identify solution requirements, business goals, and the expected outcome
- Technical leadership: research and prototype AI architecture; develop ML services for further RoS (Robot Operating System) utilization; develop Data Pipelines for AI improvements.
- Provide rapid prototypes and proof of concepts that demonstrate real value
- Communicate results, technical constraints, and decisions to the business and non-specialistsCreate and deliver progress reports, slide decks, proposals, and documentation to meet project requirements.
- Collaborate closely with other engineers to find the best solution.
Requirements:
- 3+ years experience in Computer Vision / Machine Vision / Deep learning ;
- Experience with synthetic data generation;
- Proficiency in Python, including expertise in key Computer Vision / Deep Learning libraries such as OpenCV, PyTorch, Point Cloud library, etc.;
- Excellent collaboration and documentation/reporting skills.
- Experience with Robot Operating System (ROS)
- Experience with collaborative robots
Would be a plus:
- Experience in EMS industry and manufacturing automation
- Experience with Reinforcement learning
- Experience with Simulation Frameworks (Gazeboo, Isaac Sim)
We offer:
- the opportunity to propose and implement own ideas that have an impact on the product and production;
- work in a motivated team and zero bullshit culture;
- competitive salary;
- Medical Insurance;
- corporate English;
- compensation for specialized training;
- the opportunity to participate in the beta test project of Ajax security systems — receiving and testing new gadgets before their release.
