Job Location: Kolkata, Mumbai, Indraprasth, Bhagya Nagar, Poona, Chennai, Bengaluru
Job Detail:
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
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