Required Skills

Pinecone FAISS Milvus ChromaDB Vespa

Work Authorization

  • US Citizen

  • Green Card

  • EAD (OPT/CPT/GC/H4)

  • H1B Work Permit

Preferred Employment

  • Corp-Corp

  • W2-Permanent

  • W2-Contract

  • Contract to Hire

Employment Type

  • Consulting/Contract

education qualification

  • UG :- - Not Required

  • PG :- - Not Required

Other Information

  • No of position :- ( 1 )

  • Post :- 27th Nov 2023

JOB DETAIL

  • Strong with Python 
  • Experience with LLM models & NLP 
  • Has done Design and development of Generative AI models 
  • Has background in Machine Learning and Data science - built advanced analytics 
  • Previously led other team members (they are not required to officially lead in this role, but would like them to mentor more junior team members) 
  • Is hands-on 
  • Has not worked for banks, but has worked for larger companies!

3 Main Skills:  THE FOLLOWING NEEDS TO BE IN THE RESUME 
THEY NEED TO BE ABLE TO BUILD AI MODELS FROM SCRATCH

  1.  4-10 years AI development  with NLP, NLU, LLM experience
  2. Model finetuning- (hands on data processing, cleaning data using spark and LP)
  3. PYTHON EXPERIENCE- needs to be strong 

NICE TO HAVE:

  1. Tableau 
  2. Java
  3. ETL 
  • We are seeking an innovative Generative AI Machine Learning Developer to join a brand new team focused on designing, developing and implementing cutting-edge generative AI models and solutions that can be entrenched into prevailing applications or the new application.

 

 AI Machine Learning Developer - Responsibilities

  • Develop and fine tune NLP/NLU models, including transformer based models (BERT, GPT etc.,) for a range of language understanding tasks (language generation, sentiment analysis, entity recognition etc.,) Additionally design and implement generative AI models by leveraging LLMs for text generation and understanding.
  • Preprocess and curate text data, including text cleaning, tokenization and data augmentation to prepare it for training NLP/NLU models
  • Innovate and implement cutting edge algorithms to improve the performance, accuracy and efficiency of the NLP/NLU models
  • Assess model performance using relevant NLP metrics and optimize models for real world applications
  • Stay updated with latest developments in Generative AI specifically on NLP/NLU research and apply new techniques to enhance our solutions
  • Strong expertise in NLP/NLU with focus on deep learning models and open source LLMs such as Llama 2, Falcon etc.,

 AI Machine Learning Developer – Requirement

  • Proficiency in programming languages such as Python and experience with NLP libraries/frameworks like spaCy, NLTK, Hugging Face Transformers and Generative AI and LLM frameworks
  • Familiarity with cloud computing platforms for model training and deployment
  • Experience with tools like Langchain, Embedchain and Vector Database (Pinecone, FAISS, Milvus, ChromaDB, Vespa etc.,) to enhance data processing and model development workflow as well as rich understanding of vector stores and search algorithms
  • Exceptional problem solving skills and the ability to work on complex language understanding and Generative AI projects
  • Experience designing control and sandboxing systems for AI research
  • Hands on experience with Pytorch, TensorFlow
  • Direct engineering experience of high performance, large-scale ML systems
  • Hands on MLOps experience, with an appreciation of the end-to-end CI/CD process
  • Have experience supporting fast-paced startup engineering teams
  • Experience maintaining and/or contributing to bug bounty and responsible disclosure programs
  • A well-known contributor to opensource and always thinking out of the box tooling, using and standardizing with methods of creating APIs , ML/Ops automation and more.

Company Information