Senior Artificial Intelligence/Machine Learning Engineer (3-6 yrs)

Job Profile :

We are seeking a competent AI/ML Engineer for our early-stage start-up in the Automotive technology space to design, develop, and integrate computer vision algorithms for our rider safety product. Computer Vision algorithms play a pivotal role in capturing high-end images of surroundings and mapping them accurately to produce effective alerts for the rider.

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/Petabytes 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 ARMCPUs

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

Desired Candidate Profile :

- BS or MS in Computer Science, Engineering from premier educational institutes

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

- Very good understanding of most popular CNN architectures like AlexNet, Google Lenet, MobileNet, Darknet, YOLO, SSD, Resnet

- Hands-on experience in libraries and frameworks like Caffe, Tensorflow, Keras, PyTorch, OpenCV, ARM Compute Library, OpenCL

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

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

- Good understanding of working with small embedded computers, hardware peripherals

- Basic knowledge of Docker Containers and Linux-flavoured operating systems

- Ways to and out from the crowd:

- Prior product development experience working with an early-stage start-up

- Production-grade experience in deploying scalable ML models for Android/IOS

- Notable Open Source contributions or coding Hackathon titles

- Love for Raspberry Pi and ARM CPUs

- Keen interest in Autonomous Driving