Job Description

Requirements:

• Strong Python and/or Java skills
• Strong understanding and experience working with Transformer Models like BERT, CLIP, GPT, T5 etc
• Hands-on experience with at least 2 ML open source frameworks such as Tensorflow, Pytorch
• Experience using frameworks like Django, Flask etc. to package ML systems as API
• Experience conducting accuracy analysis in fine-tuning the model
• Implemented inference pipelines to support online, batch, and streaming invocation patterns
• Deep familiarity with various deep learning training techniques - few/zero-shot learning, transfer learning, federated learning
• Experience in scaling ML model training on GPUs, TPUs
• Experience with Big Data technologies using Kafka, Spark, Hadoop, Snowflake