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Data Scientist

Ideas2IT Technologies

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3-8 Years
19 days ago
33 Viewed
1 Applied

Job Description

What is in it for you

  • Make a difference to cutting edge Silicon Valley AI startups
  • Execute innovation projects for our enterprise customers like Facebook, Siemens and Roche
  • Work on our own products which gives a lot of freedom to bring your ideas to the table
  • If you have your own great idea, we will incubate it.
  • Work in a culture that values capability over experience and continuous learning as a core tenant
  • You will get to bring your ideas to the table and make a significant difference to the success of the product instead of being a small cog in a big wheel



To give you an idea, a few things we are currently working on:

  • Working with Facebook AI Research (FAIR) team on core ML projects like improving Torchserve model serving and Pytorch training
  • AI-driven Adaptive engineering to semi-automagically build industrial designs based on historical data
  • A variety of LLM based projects (GPT and self-hosted) like visual story board creator, AI Tutor, AI Recruiter, Q&A with RAG etc.
  • AI driven approaches to increase the enrollment rate of patients in underdeveloped countries in Africa for healthcare services



Job Requirements

Here's what you'll bring

  • 3-8 years of strong Data Science experience (statistics, Machine learning Deep learning)
  • Software development skills in Python
  • Has good understanding of Deep learning algorithms RNN, LSTM, CNN,RCNN
  • Expert in at least one of DL frameworks like Pytorch, Tensorflow, Keras
  • Experience using encoder decoder architecture, statistical and Transformers models
  • Semantic and syntactic analysis for pre-processing, key phrase extraction, intend and entity extraction
  • Experience developing applications for NLP tasks like NLI, Q&A, Sentiment analysis
  • Good to have exposure to LLMs, Prompt Engineering and Langchain
  • Implementation of chat bots like Rasa, Amazon Lex is a plus

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