Computer Vision Engineer

Infosys•Grapevine, TX

19h

About The Position

In the assigned Job Role of Technology Consultant 2, your Area Of Responsibility will involve contributing to requirements elicitation, facilitating software application design discussions, participating in coding and integration, conducting code reviews, implementing test strategies, developing user training programs, resolving production issues, and maintaining detailed records. Infosys is a global leader in next-generation digital services and consulting, enabling clients in over 50 countries to navigate digital transformation. With over four decades of experience, Infosys steers clients through their digital journey by enabling an AI-powered core and empowering businesses with agile digital at scale. The company's always-on learning agenda drives continuous improvement through building and transferring digital skills, expertise, and ideas from its innovation ecosystem. The Infosys Engineering unit focuses on amplifying product-centric value delivery through innovative engineering solutions, adopting a data-first approach to engineering and value-stream management. The team leverages advanced technologies such as AI, ML, and predictive analytics to drive continuous improvement, enhance delivery processes, and accelerate time to market, aiming for hyper-productivity and sustainable growth.

Requirements

Expertise in developing real-time computer vision models
Python, Pytorch, tensorflow
CV/ML model development
Object recognition/Detection
Bachelor’s degree or foreign equivalent required from an accredited institution
Three years of progressive experience in the specialty in lieu of every year of education
This position may require relocation and/or travel to work/project location
Candidates authorized to work for any employer in the United States without employer-based visa sponsorship are welcome to apply

Nice To Haves

NVIDIA technologies
MLOps

Responsibilities

Contribute to the requirements elicitation process by documenting assigned parts of business requirements, in line with guidance provided
Facilitate software application design discussions, and document design decisions to guide the technical team towards building software solutions
Participate in coding and integrate new features or updates into existing applications, with a focus on maintaining system stability
Conduct code reviews, do changes to the codebase and maintain code repositories
Implement test strategies, analyse results, and coordinate bug fixes to uphold the software quality standards
Develop user training programs, documentation, and support frameworks to ensure a smooth transition to new software applications
Actively participate in resolving production issues and recommend preventive strategies to enhance system reliability
Maintain detailed records of code, testing techniques, and support activities to enrich the knowledge base and assist other similar projects
Handle end to end SDLC phases from requirement gathering to implementation
Translate complex requirements into actionable development tasks
Proactive approach to testing, troubleshooting, and refining our applications
Work with cross-functional teams and do software integration
Design and implement sophisticated person tracking algorithms across multiple camera feeds
Handle real-time processing of video streams and tracking data aggregation
Integrate tracking components with global status publishers and message queue systems
Optimize tracking processors for real-time performance and accuracy
Implement and maintain efficient caching strategies for tracking data
Manage camera mappings and tracking data storage systems
Handle trigger listeners and status publishing workflows
Develop and maintain comprehensive test suites (unit, functional, performance)
Create and execute behavior-driven development scenarios
Identify and resolve tracking edge cases and failure scenarios
Conduct load testing and optimization analysis
Work with camera operations, infrastructure, and product teams
Participate in peer code reviews and technical discussions
Maintain technical documentation for tracking algorithms and system architecture
Participate in on-call rotation for tracking system issue