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aimonk labs private ltd

Senior Machine Learning Enginner

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Job Description

About AIMonk Labs:

Founded by IIT Kanpur alumni, AIMonk Labs is an artificial intelligence start-up aimed at democratizing state-of-the-art visual recognition technology. AIMonk Labs works with businesses across the globe to create winning technological solutions using computer vision. We analyse visual content in real-time in a scalable fashion in order to build next generation cloud and AI applications. AIMonk Labs is recognized as Startup by the Department for Promotion of Industry and Internal Trade (DPIIT) under the Startup India initiative of the Government of India.

AIMonk Labs is looking for a senior technology leader (overall experience 6-10 years) with an entrepreneurial mindset (experience with a start-up will be a huge plus) having built scalable software applications in Computer Vision, 2+ years of experience in Deep Learning, working with a team of 2 to 4 engineers to help us build scalable AI solutions.

Responsibilities

  • Managing a team of 2 to 4 AI engineers towards Computer Vision platform development.
  • Interfacing with the product backend team, product-managers, to design, engineer, contribute to the implementation of a modular Deep Learning based visual recognition solution
  • Deploying and maintaining customer-focused and scalable AI pipelines to process large-scale real-time video streams as part of real-time processing.
  • Building, communicating and executing robust development, documentation, and engineering processes

Requirements

  • Hands on experience with scalable Vision AI pipeline and application development and deployment
  • The candidate must have an eye to build scalable engineering platforms
  • Experience with deploying on Computer Vision + Deep Learning on the edge
  • Must have dealt with manageability, upgrade, deployment, and scalable deployment issues with edge deployment in the field
  • Well familiar with GPU frameworks, pipeline optimization and logging tools in cloud and edge
  • Eye for detail, critically but constructive review the work of others and ability to debug complex problems
  • Ability to coordinate work with/of other members of the team and ability to interface with other development functions for complex designs
  • Deep familiarity with Media processing frameworks (such as gstreamer, ffmpeg) is a plus
  • Familiarity with MLOps in the AI for faster development and deployment is a plus.
  • Some experience to directly or indirectly managing people is preferred.
  • Extremely good problem solver to design computer-vision pipelines consisting of detection, classification and segmentation to solve video recognition problem
  • Ability to coordinate across different products, engineering tasks, and implementing the modules along with scalability, security, extensibility in mind.
  • Should possess strong programming skills to write algorithms and logic in tools such as Python, OpenCV, DeepStream SDK.
  • Overall Experience required is 6-10 years.

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Job ID: 144970425