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Technical Lead - ML & NLP

Technical Lead - ML & NLP

ConfidentialHyderabad / Secunderabad, Telangana, India
9 days ago
Job description

Kore.ai is a rapidly scaling enterprise AI company with nearly 100% year-over-year growth, specializing in AI agent platform for Global 2000 enterprises. We empower these organizations with solutions for complex, mission-critical AI implementations that demand sophisticated end to end platform and solutions, enterprise-grade security, and mature release management.

Kore.ai accelerates customer value from AI with control and flexibility through comprehensive business solutions : AI for Work, AI for Service, and AI for Process. These are built on the Kore.ai Agent Platform, which enables a standardized approach to developing and deploying agentic capabilities across the enterprise at scale.

Our ecosystem-agnostic design provides the freedom to choose models, data, channels, applications, and cloud deployment. We also offer build-friendly no-code / pro-code options to expand your AI bench.

For over a decade, we have been trusted by over 400 partners and 300+ Fortune 2000 companies as their AI strategy resource. We are committed to enabling the future of the enterprise – a system of agents supporting operations and their humans to exponentially drive business growth.

Responsibilities

  • Lead and manage a team of NLP engineers and scientists.
  • Design and develop innovative NLP solutions for various business problems.
  • Stay up-to-date on the latest advancements in NLP research and implement them into projects.
  • Collaborate with cross-functional teams (e.g., data engineering, product management) to ensure successful NLP integration.
  • Oversee the data pipeline for NLP projects, ensuring data quality and efficiency.
  • Develop and maintain NLP models for various tasks (e.g., text classification, sentiment analysis, machine translation).
  • Develop NLP models for various languages
  • Evaluate and monitor the performance of NLP models, iterating to improve accuracy and robustness.
  • Document and share NLP knowledge within the team and broader organization.
  • Identify and prioritize new NLP use cases within the company.
  • Recruit, interview, and hire talented NLP engineers and scientists.
  • Compelling real world experience related to machine learning OR Artificial intelligence related to Natural language processing and or Computational linguistics
  • Fine tune large language models for specific Gen AI tasks
  • Test and evaluate machine learning models to ensure accuracy and efficiency.
  • Develop process pipelines for Gen AI use cases
  • Continuously learn and stay up-to-date with the latest developments in the field of machine learning or Artificial intelligence

Experience Required

  • 5+ years of hands-on experience
  • Must Have Skills

  • Minimum 5+ years of experience in Natural Language Processing.
  • Solid experience with Python programming languages
  • Strong understanding of various NLP techniques (deep learning, machine learning, statistical methods, LLMs).
  • Experience with NLP frameworks and libraries (TensorFlow, PyTorch, spaCy, NLTK).
  • Must be able to understand the NLP aspects involved in various non-English languages and implement
  • Able to understand the different NLP Models architecture and break the model and segregate it into different parts (e.g encoding, other weights, decoding)
  • Able to understand the various encoding decoding layers in models like FLAN T5, BERT
  • Must have the ability to scale the application for millions of requests
  • Application of machine learning algorithms and techniques for natural language processing.
  • Other Skills We'd Appreciate

  • Application of Reinforcement learning with human feedback (RHLF) to a model
  • Good to have skills with big data management tools, Node.js and scripting
  • Good knowledge on content categorization algorithms
  • Research, design and development of natural language processing algorithms
  • EDUCATION QUALIFICATION

  • Graduate in Engineering OR Masters in Computer Applications
  • Skills Required

    Tensorflow, Machine Learning, Nltk, Pytorch, Natural Language Processing, Python, Deep Learning

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    Technical Lead • Hyderabad / Secunderabad, Telangana, India

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