AI Researcher
Edison, NJ · On-site
... algorithms that power autonomous robots, humanoids, and intelligent machines ... From visual perception and SLAM to multimodal sensor fusion and reinforcement learning, you'll be ...
AI Researcher
Edison, NJ · On-site
... algorithms that power autonomous robots, humanoids, and intelligent machines ... From visual perception and SLAM to multimodal sensor fusion and reinforcement learning, you'll be ...
Software Engineer
$95K - $135K/yr
... algorithms, and programming interfaces with complex automated instruments. This role requires ... depth perception, and ability to adjust focus. Work Environment The work environment ...
Software Engineer
$95K - $135K/yr
... algorithms, and programming interfaces with complex automated instruments. This role requires ... depth perception, and ability to adjust focus. Work Environment The work environment ...
Software Engineer
Secaucus, NJ · On-site
$95K - $135K/yr
... algorithms, and programming interfaces with complex automated instruments. This role requires ... depth perception, and ability to adjust focus. Work Environment The work environment ...
Software Engineer
Secaucus, NJ · On-site
$95K - $135K/yr
... algorithms, and programming interfaces with complex automated instruments. This role requires ... depth perception, and ability to adjust focus. Work Environment The work environment ...
Software Engineer
Monroe Township, NJ · On-site
Enable data acquisition, perception, and autonomy behaviors * Support development of obstacle ... Experience with autonomous navigation and path-planning algorithms, particularly in unstructured ...
Software Engineer
Monroe Township, NJ · On-site
Enable data acquisition, perception, and autonomy behaviors * Support development of obstacle ... Experience with autonomous navigation and path-planning algorithms, particularly in unstructured ...
Software Engineer
Monroeville, NJ · On-site
$115K - $125K/yr
Enable data acquisition, perception, and autonomy behaviors * Support development of obstacle ... Experience with autonomous navigation and path-planning algorithms, particularly in unstructured ...
Quick apply
Software Engineer
Monroeville, NJ · On-site
$115K - $125K/yr
Enable data acquisition, perception, and autonomy behaviors * Support development of obstacle ... Experience with autonomous navigation and path-planning algorithms, particularly in unstructured ...
Perception Algorithm Engineer information
What are the key skills and qualifications needed to thrive as a Perception Algorithm Engineer, and why are they important?
To thrive as a Perception Algorithm Engineer, you need a strong background in computer vision, machine learning, and programming (typically C++ or Python), often supported by a degree in computer science, robotics, or a related field. Familiarity with tools like TensorFlow, PyTorch, OpenCV, and ROS, as well as experience with sensor data (e.g., LiDAR, cameras), is crucial. Strong analytical thinking, problem-solving abilities, and effective teamwork are standout soft skills for this role. These skills are vital to develop robust perception systems that enable autonomous vehicles and robots to interpret and interact safely with complex real-world environments.
What is a Perception Algorithm Engineer?
A Perception Algorithm Engineer is a professional who develops algorithms that enable machines—such as autonomous vehicles or robots—to interpret and understand sensory data from their environment. This typically involves processing data from cameras, lidar, radar, and other sensors to identify objects, track movement, and understand surroundings. Perception Algorithm Engineers work with computer vision, sensor fusion, and machine learning techniques to create reliable and efficient perception systems. Their work is crucial in making machines aware of their surroundings and enabling them to respond appropriately. They often collaborate with hardware, software, and robotics teams to integrate their algorithms into real-world applications.
What are some common challenges faced by Perception Algorithm Engineers when integrating their solutions into autonomous systems?
Perception Algorithm Engineers often encounter challenges when ensuring their algorithms perform reliably in diverse real-world environments, such as varying lighting, weather conditions, and sensor noise. Integrating algorithms with hardware requires close collaboration with robotics and systems engineering teams to optimize performance and latency. Additionally, balancing accuracy with computational efficiency is crucial, as perception modules must run in real time on embedded systems. Addressing these challenges involves rigorous testing, continuous model improvement, and effective cross-functional communication.
What are popular job titles related to Perception Algorithm Engineer jobs in New Jersey? For Perception Algorithm Engineer jobs in New Jersey, the most frequently searched job titles are:
What job categories do people searching Perception Algorithm Engineer jobs in New Jersey look for? The top searched job categories for Perception Algorithm Engineer jobs in New Jersey are:
What cities in New Jersey are hiring for Perception Algorithm Engineer jobs? Cities in New Jersey with the most Perception Algorithm Engineer job openings:
Tata Consultancy Services rating
6.5
Based on 21 frontline employees who took The Breakroom Quiz
154th of 204 rated it services
Job description
About the Role
As an AI Researcher for Computer Vision & Autonomous Robots at TCS, you’ll work on the frontier of applied artificial intelligence, where perception meets physical intelligence. This role is designed for bright, curious, and self-driven graduates who aspire to build the next generation of intelligent robotic systems - capable of seeing, reasoning, and acting autonomously in the physical world.
You will collaborate with interdisciplinary teams of researchers, data scientists, and roboticists to explore, prototype, and implement computer vision and machine learning algorithms that power autonomous robots, humanoids, and intelligent machines. From visual perception and SLAM to multimodal sensor fusion and reinforcement learning, you’ll be pushing the boundaries of what machines can perceive and do.
If you are passionate about AI, robotics, and human–machine collaboration and want to shape how intelligent systems interact with the world - this is your launchpad.
Key Responsibilities
AI Research & Experimentation
- Research, develop, and prototype novel algorithms in computer vision, deep learning, and autonomous systems.
- Work on topics such as object detection, pose estimation, scene understanding, 3D reconstruction, and sensor fusion.
- Contribute to building perception pipelines for autonomous mobile robots (AMRs), humanoids, and collaborative robotic systems.
Development & Implementation
- Design, train, and optimize deep neural networks using frameworks such as PyTorch or TensorFlow.
- Develop real-time perception and decision systems using ROS, OpenCV, and NVIDIA Jetson/Isaac SDKs.
- Implement algorithms for navigation, path planning, and control integration.
Collaboration & Innovation
- Partner with cross-functional teams in AI, robotics, and systems engineering to co-create innovative prototypes.
- Participate in TCS research initiatives, innovation challenges, and client-facing proof-of-concept demonstrations.
- Contribute to whitepapers, patents, and internal publications advancing TCS’s thought leadership in AI and robotics.
Continuous Learning & Experimentation
- Stay current with advances in AI, robotics, and multimodal learning from academia and industry.
- Experiment with new architectures (e.g., Vision Transformers, Diffusion Models, Agentic AI frameworks).
- Test and benchmark algorithms on physical robot platforms and simulation environments (e.g., Gazebo, Isaac Sim).
Required Qualifications & Skills
Educational Background:
- Master’s or Ph. D in Computer Science, Robotics, Electrical/Electronics Engineering, Mechatronics, or AI/ML from a recognized institution.
- Strong academic foundation in machine learning, image processing, linear algebra, and probability.
What Tata Consultancy Services employees say
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Benefits
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About Tata Consultancy Services
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Tata Consultancy Services is an IT services, consulting and business solutions organization that delivers real results to global business, ensuring a level of certainty no other firm can match. TCS offers a consulting-led, integrated portfolio of IT, BPO, infrastructure, engineering, and assurance services. This is delivered through its unique Global Network Delivery Model™, recognized as the benchmark of excellence in software development. TCS delivers a level of certainty that no other firm can match--to our clients and to our employees. Come join us and experience certainty in your career. TCS a global Consulting and IT Services firm that is ranked in the top quartile by industry analysts. Our 2021 fiscal revenues topped $25 B and our market capitalization is over $170+B, yet we have a deep and large history of philanthropy and corporate social responsibility. Now approaching 600K of the best IT professionals and consultants, we are a trusted advisor, guiding our clients' enterprises through growth and transformation journeys - helping them to become agile, intelligent, automated and on the cloud. We are devoted to DEI and are recognized as a top employer and place to work.