Centific - Senior NLP/Generative AI Engineer - Python Programming

7 days ago


Hyderabad, Telangana, India Centific Global Technologies Full time

Job Description :

Key Responsibilities :

  • Ideate and formulate a pragmatic blueprint for enterprise AI platform solution and subsequent development using Deep learning with a crossfunctional team of talented engineers, Motivated selflearner.
  • Collaborate well with engineers, researchers, and data implementation specialists to design and create advanced, elegant and efficient AI based solutions for business problems.
  • Implement best practices in coding, collaborating and maintaining code repositories.
  • Maintain quality and ensure responsiveness of AI platforms.
  • Provide real time knowledge transfer to the team on the Requirements based on client facing meetings and white boarding workshops.
  • Help in writing a comprehensive proposal with the help of the other engineers on the project.
  • Work in an agile environment based on the defined sprint backlogs to deliver the assigned work in the stipulated timelines.
  • Adhere to software development best practices and coding standards in all work products and participate in the refinement of those practices and standards to improve quality and productivity.
  • Work collaboratively with a cross functional team of engineers under the guidance of an AI platform lead.

Required skills :

  • Very strong engineering degree (Graduate/Masters) in Computer Science/or other engineering discipline from top tier schools.
  • Relevant experience of 35 years on live industry projects at enterprise level.
  • Extremely strong in Machine Learning and Deep learning fundamental & advanced concepts and should be able to code/implement the same.
  • Domain expertise of at least one or more of the following domains: NLP, Computer Vision, Cyber Security (Data Science).
  • Extremely strong in Python Programming, Tensor flow/Keras or PyTorch and other relevant Python Libraries for AI (Scikit learn, NLTK, Scipy, etc.).
  • Scale of 8/9 on 10.
  • Extremely Strong ability to perform EDA, manipulate data using Pandas/Numpy and other python libraries, should be able to support all data munging and cleansing activities
  • Strong ability to present data analysis and findings to the business stakeholders and suggest solutions.
  • Very strong experience building NLP models using Transformer based Deep Learning architectures
  • Very strong exposure and experience with LLMs, Prompt engineering, instruction based few shot learning, different approaches of finetuning and knowledge of training LLM models.
  • Very strong Experience with deploying custom LLM models instances, evaluation of different LLMs for business specific tasks
  • Very strong experience in building RAG based business solutions using LLMs
  • Very strong experience in building Conversational AI chat bots using tools like LangChain
  • Experience in working in Agile methodology in a very highperformance coding environment with high level of automation desirable
  • Extremely adept at objectoriented programming in Python
  • Knowledge on CI-CD patterns of delivery and enterprise solution that uses Microservices, API's and Docker containers is a big plus

Tools & Technologies :

  • Python, TensorFlow, Keras, PyTorch, Django/Flask based API's, Pandas, Numpy, Matplotlib, Seaborn, etc.
  • Transformer based Deep Learning architectures, any LLM(s), Conversational AI with LangChain
  • Code Management : Git, Bitbucket, Jira, Confluence, etc.
  • Operating System : Mac, Linux, Windows
  • Cloud Technologies : comfortable with Google Cloud, AWS and Azure
Immediate Joiners Preferred

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