
Computer Vision Engineer
9 hours ago
We are seeking a highly skilled and motivated expert to join our prestigious research team. As a key member, you will be responsible for researching, developing, and implementing innovative algorithms to solve challenging real-world problems.
This is an exceptional opportunity to contribute to impactful research and translate cutting-edge technology into tangible solutions.
Roles & Responsibilities- Design and Development: Hands on coding experience, Rapidly produce well-organized, optimized, high quality and documented source code plus frameworks for the team to ramp-up, Perform Code, Design & Architecture reviews.
- Translate Requirements: Translate requirements into the architecture using state of art technologies/open-source frameworks/in-house frameworks with very high level of completeness & accuracy.
- Design Quality Aspects: Design & incorporate the quality aspects of the architecture/project (Re/Usability, Maintainability, Scalability, Reliability, Extensibility, Security, Portability, etc.)
- Develop V&V Strategy: Develop & Implement V&V Strategy for functional & non-functional requirements.
- Evaluate Software Coding Standards: Evaluate, define & evolve/improve, software coding standards, tools, and platforms.
- Execute Software Engineering Process: Execute independently at team level all aspects to the Software Engineering Process (requirements, specification, architecture, design, implementation, etc.)
- Mentoring and Technical Leadership: Enable the team to make high-level design/architecture choices & implement them.
- Lead the Team: Lead the Team technically.
- Contribute to Proposals: Contribute to the Technical & Business Proposals
- Coordinate with Stakeholders: Coordinate with the Engineering Managers/Customers/Stakeholders
- Mentor Team Members: Mentor the team members, give them directions, empower them with right tools/methodologies & make a cohesive work environment through Lead by Example
- Create Platform: Create platform/process for distributed cross location teams to work together smoothly with highest coordination.
Educational qualification: BE/MS/M.Tech (Electronics, Computer Science or related)
Experience: 8 - 10 years of work experience, Proven track record of developing and implementing innovative algorithms for image and video analysis.
- Skills: Excellent programming & rapid prototyping skills in Python, Exposure to Object Oriented Programming and Design, Data structures / Algorithms is a must, Expertise on OpenCV, DLib, Numpy, Excellent knowledge on any/all of the given concepts in Computer Vision - namely Image Classification, Object Detection and Semantic Segmentation developed using state of the art deep learning algorithms, Hands on experience in developing efficient and real-time convolution neural network models, Awareness of Machine learning concepts, hyperparameters tunning, metrics and training methods, and able to make benchmarks with other SOTA models.
Preferred Skills: Familiarity with GPU computing (CUDA, OpenCL), HPC and, should have hands on experience in local GPU-Linux servers or cloud machine learning service providers like AWS, Azure, etc., Strong Problem Solving & Communication skills, Highly Motivated, Creative and a Team player, Responsible on taking the ownership of modules/projects as well as contributing/collaborating the team with individual contributions.
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