Computer Vision Engineer
Role details
Job location
Tech stack
Job description
In the assigned Job Role of Technology Consultant 2, your Area Of Responsibility will be as below:
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, Expertise in developing real-time computer vision models
- Python, Pytorch, tensorflow
- CV/ML model development
- Object recognition/Detection"
Preferred Skill and Experience
NVIDIA technologies, MLOps, * 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 issues
Requirements
A collaborative spirit and excellent communication skills. The ability to handle end to end SDLC phases from requirement gathering to implementation. A knack for translating complex requirements into actionable development tasks. A passion for design and hands-on coding experience A proactive approach to testing, troubleshooting, and refining our applications. The ability to work with cross-functional teams and do software integration., * Bachelor's degree or foreign equivalent required from an accredited institution. Will also consider 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. Infosys is unable to provide immigration sponsorship for this role now or in the future.
Benefits & conditions
Along with competitive pay, as a full-time Infosys employee you are also eligible for the following benefits:
- Medical/Dental/Vision/Life Insurance
- Long-term/Short-term Disability
- Health and Dependent Care Reimbursement Accounts
- Insurance (Accident, Critical Illness , Hospital Indemnity, Legal)
- 401(k) plan and contributions dependent on salary level
- Paid holidays plus Paid Time Off