About SRM Tech
SRM Tech is a global IT services company
specializing in automotive technologies, digital transformation, product
engineering, and supply chain optimization. We empower businesses across North
America, Japan, Europe, and India with cutting-edge solutions in technology
consulting, platform development, data analytics, AI/ML, cloud and
infrastructure, embedded software, and end-to-end product design to
manufacturing.
As a Great Place to Work-certified company,
we are committed to fostering an environment where our employees can learn,
grow, and thrive. We believe that when our people are empowered and valued,
they drive innovation, take care of our customers, and contribute to our shared
success.
At SRM Tech, every contribution matters,
and we are always looking for the right talent to join us on this journey!
Job Description:
ADAS AIML, Computer vision development
and Radar Algo development
Experience in the areas of Computer Vision
& Machine Learning
1. Deep knowledge & experience of :-
2. Image processing, Computer Vision, Machine / Deep
Learning-Cameras-Mono camera, stereo camera OR LIDAR
3. Stereo Camera & Lidar 3D point cloud
processing, 2D and 3D coordinate rotation and translation
4. Mono & Stereo Camera Calibration &
Imaging, Static, Online, Dynamic Camera calibrations
5. 3D reconstruction & depth imaging
6. Simultaneous Localization & Mapping
SLAM-opt
7.Machine learning techniques and
algorithms
8.Building production-grade Deep learning
and Neural Network models using Computer vision techniques
9.Experience with imaging or optics
systems RADAR
10. Strong understanding of concepts and
background in development of topics like Kalman or extended Kalman filters,
particle filter, clustering techniques etc.
11. performance measurement for algorithms
like sensor fusion, object tracking etc.
12. Expertise in Radar and deep learning or
machine learning techniques on embedded platform
Requirements / Proficiency in :
1.Embedded C, C++- / Python/ Matlab
2.Image Processing and computer vision
libraries like OpenCV and MATLAB image processing and computer vision toolbox
3.Programming with strong experience in
Data structures, algorithms and software development
4. Either of the Deep Learning frameworks,
such as TensorFlow,
PyTorch, Caffe MxNet- Any 1
5. Common Data science tool kits
6. Embedded OS, Linux, Open GL, Open CL
7. Deploying Computer vision and machine
learning algorithms on edge computing hardware
8. Sensor fusion of Camera, LIDAR, RADAR, GNSS etc and
perception system
9. Strong mathematical background
10. Ability to perform complex engineering
work with minimal guidance
Skills Required
- Experience in Computer Vision and Machine Learning
- Image processing, computer vision (camera, mono/stereo, or LIDAR)
- Stereo camera and LIDAR 3D point cloud processing; 2D/3D coordinate transforms
- Mono & stereo camera calibration (static, online, dynamic)
- 3D reconstruction and depth imaging
- Simultaneous Localization & Mapping (SLAM)
- Machine learning techniques and algorithms, building production-grade deep learning models
- Experience with imaging or optics systems and RADAR
- Strong background in Kalman/Extended Kalman filters, particle filters, clustering techniques
- Performance measurement for algorithms like sensor fusion and object tracking
- Expertise deploying radar and ML techniques on embedded platforms
- Proficiency in Embedded C, C++, Python, MATLAB
- Experience with OpenCV and MATLAB Image Processing/Computer Vision toolbox
- Strong programming skills in data structures, algorithms, and software development
- Experience with at least one deep learning framework: TensorFlow, PyTorch, Caffe, or MXNet
- Familiarity with common data science toolkits
- Experience with Embedded OS, Linux, OpenGL, OpenCL
- Ability to deploy computer vision and ML algorithms on edge/embedded hardware
- Sensor fusion experience for Camera, LIDAR, RADAR, GNSS and perception systems
- Strong mathematical background
- Ability to perform complex engineering work with minimal guidance
What We Do
SRM Technologies is a global IT services company specialising in automotive technologies, digital transformation and product engineering services. We provide technology consulting, platform development, data analytics, artificial intelligence, cloud enablement, digital infrastructure, quality assurance, embedded software and design to manufacturing product solutions to various industries and enterprises across the North America, Japan, Europe and India. At the heart of our organization are passionate employees who embody our core belief - 'ideas@work.' We firmly believe that ideas and innovation truly matter only when they create a meaningful impact on our customers' businesses and the lives of their end customers. Therefore, we prioritize the practical application of these ideas and their transformative impact through our talented and ever-growing workforce. 𝘚𝘙𝘔 𝘛𝘦𝘤𝘩 𝘪𝘴 𝘢 𝘱𝘳𝘰𝘶𝘥 𝘮𝘦𝘮𝘣𝘦𝘳 𝘰𝘧 𝘵𝘩𝘦 𝘚𝘙𝘔 𝘎𝘳𝘰𝘶𝘱, 𝘢 𝘮𝘶𝘭𝘵𝘪𝘯𝘢𝘵𝘪𝘰𝘯𝘢𝘭 𝘤𝘰𝘯𝘨𝘭𝘰𝘮𝘦𝘳𝘢𝘵𝘦 𝘸𝘪𝘵𝘩 𝘢 𝘳𝘪𝘤𝘩 𝘩𝘪𝘴𝘵𝘰𝘳𝘺 𝘴𝘱𝘢𝘯𝘯𝘪𝘯𝘨 𝘰𝘷𝘦𝘳 𝘧𝘰𝘶𝘳 𝘥𝘦𝘤𝘢𝘥𝘦𝘴. 𝘛𝘩𝘦 𝘚𝘙𝘔 𝘎𝘳𝘰𝘶𝘱 𝘰𝘱𝘦𝘳𝘢𝘵𝘦𝘴 𝘪𝘯 𝘥𝘪𝘷𝘦𝘳𝘴𝘦 𝘴𝘦𝘤𝘵𝘰𝘳𝘴, 𝘪𝘯𝘤𝘭𝘶𝘥𝘪𝘯𝘨 𝘌𝘥𝘶𝘤𝘢𝘵𝘪𝘰𝘯, 𝘛𝘦𝘤𝘩𝘯𝘰𝘭𝘰𝘨𝘺, 𝘏𝘦𝘢𝘭𝘵𝘩𝘤𝘢𝘳𝘦, 𝘢𝘯𝘥 𝘔𝘦𝘥𝘪𝘢
