Automotive Computer Vision Engineer

1 week ago


Pune, Maharashtra, India Starkenn Technologies Full time

Estimated Salary: $120,000 - $180,000 per annum

About Us:

We are a pioneering start-up in the automotive technology space, focused on developing innovative driver safety systems. Our mission is to equip riders and drivers with advanced assistance systems, leveraging technologies like Computer Vision, AI/ML, Big Data, Sensor Fusion, Embedded Systems, and IoT.

Our Products:

We offer a suite of cutting-edge products, including:

  • Front Collision Warning System (FCWS)
  • Sleep Driver Alert System
  • Driver Monitoring System
  • Driver Evaluation and Authentication

Job Profile:

We are seeking an experienced Automotive Computer Vision Engineer to design, develop, and integrate computer vision algorithms for our rider safety product. The ideal candidate will have expertise in CNN-based object detection and classification, data ingestion, annotation, and model training pipelines.

About Your Role:

- Develop state-of-the-art CNN-based computer vision object detectors and classifiers to detect road objects in real-time

- Design and develop data ingestion, annotation, and model training pipelines to handle Tera/Peta bytes of video data and images

- Build model visualizations, perform hyperparameter tuning, and make data-driven decisions to improve model performance

- Optimize models for inference times and run on low-power embedded IoT ARM CPUs

- Build CI/CD tests for evaluating hundreds of models on the test set

Requirements:

- Bachelor's or Master's degree in Computer Science or related field from a premier educational institute

- Experience in building deep-learning object detectors for Computer Vision Applications

- Strong understanding of popular CNN architectures, including AlexNet, Google LeNet, MobileNet, Darknet, YOLO, SSD, ResNet

- Hands-on experience with Caffe, TensorFlow, Keras, PyTorch, OpenCV, ARM Compute Library, and OpenCL

- Good understanding of Transfer Learning and training models with limited data

Preferred Skills:

- Strong programming skills in Modern C++14 or above, Python, and good grasp of data structures and algorithms

- Familiarity with Docker Containers and Linux-flavored operating systems

What We Offer:

- Opportunity to work on cutting-edge projects in the automotive technology space

- Collaborative and dynamic work environment

- Professional growth and development opportunities


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