HomeData Science JobsNVIDIA | is Hiring | Senior Data Scientist, NLP and Dialog Systems...

NVIDIA | is Hiring | Senior Data Scientist, NLP and Dialog Systems | BigDataKB.com | 2022-04-05

Job Location: Hyderabad/Secunderabad

What you’ll be doing:

  • Develop, Train, fine tune and deploy  NLU, NLG, IRQA, machine translation, and dialog system models
  • Measure and benchmark model and system performance
  • Analyze model accuracy and bias and recommend the next course of action & Improvements.
  • Maintain NLP model evaluation systems
  • Drive the gathering, building and annotation of domain specific datasets to train the NLP neural networks, to build Named Entity Recognition and Q&A systems.
  • Gather knowhow on datasets for NLP and dialog systems training & evaluation.
  • Characterize performance and quality metrics across platforms for various AI and system components
  • Develop graceful error handling capability for dialog systems
  • Develop knowledge discovery, and reasoning capabilities including but not limited to disambiguation, clarification, and anticipation for dialog systems
  • Integrate dialog systems with various NLP and backend fulfillment systems
  • Collaborate with various teams on new product features and improvements of existing products.
  • Participate in developing and reviewing code, design documents, use case reviews, and test plan reviews.
  • Help innovate, identify problems, recommend solutions and perform triage in a collaborative team environment.

What we need to see:

  • Bachelor’s degree or Master’s degree (or equivalent experience) or PhD in Computer Science, Electrical Engineering, Artificial Intelligence, or Applied Math
  • 5+ years of experience
  • Excellent programming skills in Python
  • Strong fundamentals in Programming, optimizations and Software design
  • Strong knowledge of ML/DL techniques, algorithms and tools with exposure to CNN, RNN (LSTM), Transformers (BERT, GPT, Megatron)
  • Knowhow of Deep learning applications to Speech, NLP, and dialog systems.
  • Hands-on experience on conversational AI Technologies like Natural Language Understanding, Natural Language Generation, Dialog systems (including system integration, state tracking and action prediction), Information retrieval and Question and Answering, etc.
  • Experience with Training BERT, GPT and Megatron Models for different NLP and dialog system tasks
  • Experience with “PyTorch” Deep Learning Frameworks
  • Exposure to NLP data wrangling and tokenization
  • Experience with MLOPS workflows & traceability and versioning of datasets
  • Understanding of MLOPS life cycle
  • Know how of database management and queries (in SQL etc)
  • General background around version control and code review tools like Git, Gerrit, Gitlab.
  • Strong collaborative and interpersonal skills, specifically a proven ability to effectively guide and influence within a dynamic matrix environment

Apply Here

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