Machine Learning Scientist
4 weeks ago
Job Description
Why Lytx?:
As our Machine Learning Engineer, you will join our Applied Machine Learning Team in India, who develops machine learning and computer vision algorithms to monitor and assess the state of drivers and their environments to identify risk and improve safety for our clients. You will contribute to all aspects of the DL/ML model development and deployment cycle to improve the accuracy and throughput at reduced latency to help enhance and differentiate us as the leader in the Video Safety and Telematics industry. If this sounds like you, we encourage you to apply
What You'll Do:
- End-to-End development of DL models – prototyping, formulation, data engineering, model training, etc.
- Implement, debug, and improvise DL models.
- Develop and optimize cloud/Edge deployment of DL models.
- Optimize DL models – quantization, model pruning, etc.
- Other duties as assigned.
What You'll Need:
- Bachelor's/MS degree in CS, EE, EC, or related fields
- 0-2 years of experience in understanding of core ML concepts, and hands on experience with at least 2 DL frameworks like PyTorch/TF
- Strong analytical & problem-solving skills with fundamental knowledge on relevant math, probability, and algorithms
- Good understanding of any low-level programming language like C/C++, Python etc.
- Strong teammate who enjoys working in a collaborative, fast-paced team-focused environment
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