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Senior Software Developer - Python / NLP

Senior Software Developer - Python / NLP

VARITE Inc.Bangalore
25 days ago
Job description

Job Description : About the Job :

  • Design, code, test, debug, and document software in compliance with client standards, policies, and procedures.
  • Analyze business needs and create effective software solutions.
  • Prepare design documentation and develop test data for unit, string, and parallel testing.
  • Evaluate and recommend software and hardware solutions to meet business requirements.
  • Troubleshoot and resolve customer issues with software solutions while implementing improvements and enhancements.
  • Collaborate with business and development teams to clarify requirements and ensure testability.
  • Draft, revise, and maintain test plans, test cases, and automated test scripts.
  • Execute test procedures, log defects, recommend corrective actions, and retest to confirm resolution.
  • Document testing procedures for repeatability and knowledge sharing.
  • Conduct performance and scalability testing as needed.

Essential Job Functions :

  • Lead small to moderately scoped projects, including supervision of junior team members when required.
  • Provide solutions to a diverse range of complex technical challenges.
  • Manage schedules, costs, and documentation to drive projects to successful completion.
  • Mentor, assign, and review the work of less experienced developers.
  • Perform estimation efforts and track progress for assigned projects.
  • Draft and execute test plans / scripts with a focus on end-to-end system flows.
  • Perform root cause analysis of defects, define corrective actions, and communicate results effectively.
  • Qualifications :

    Essential Requirements :

  • Proficiency in Python 3.x.
  • Basic understanding of Natural Language Processing (NLP).
  • Experience designing and building NLP models such as Text Classifiers, Recommenders, and Conversational Agents.
  • Familiarity with Embeddings and Vector Databases.
  • Understanding of Language Models.
  • Experience with GenAI frameworks (e.g., Retrieval Augmented Generation - RAG).
  • Experience designing and building inference APIs using Python frameworks like FastAPI, Flask, or Django.
  • Experience with Relational and Non-Relational Databases.
  • Knowledge of LLMOps stacks such as LangChain or LlamaIndex.
  • Good to Have

  • Hands-on experience with fine-tuning LLMs, deployments, and MLOps.
  • Deep understanding of Python development stack, ecosystems, and libraries :
  • NLTK, RASA, LangChain, NumPy, SciPy, Pandas, Dask, spaCy, scikit-learn, PyTorch, TensorFlow.
  • Experience in GenAI model evaluation, fine-tuning, and deployments.
  • Familiarity with Python testing frameworks (e.g., Pytest, unittest).
  • (ref : hirist.tech)

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