Lytx | Machine Learning Engineer | Kolkata, Mumbai, Indraprasth, Bhagya Nagar, Poona, Chennai, Bengaluru | Bharat | BigDataKB.com | 2023-03-01

• 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:

• Bachelors/MS degree in CS, EE, EC, or related fields

• 3+ years of experience in prototyping a given problem, surveying literature & coming up with a suitable methods & training the models using one of the DL frameworks.

• Strong 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

• Experience in computer vision problems such as detection, classification, and segmentation. Additional experience with non-vision problems is a plus.

• Ability to work under minimal direction and run structured experiments with end goal in mind.

• Ability to work in collaboration with developers on model implementation to ensure adequate system performance (latency and accuracy), security, scalability, and availability.

• Familiarity with AWS Services (EC2, Sagemaker, DynamoDB, ECR, Lambda etc.) is preferred. Experience with MLOps tools such as SageMaker, Airflow, MLFlow, H2O, etc., is a plus.

• Experience with SQL or similar DB query language.

• Experience working with large dataset / long running / distributed training.

• Experience with any low-level programming language like C/C++ or deeper understanding of system architecture.

• Strong teammate who enjoys working in a collaborative, fast-paced team-focused environment