AI Natural Language Generation Specialist

1 week ago


Bengaluru, Karnataka, India Sequoia Full time
About Sequoia Group

Sequoia Group is a pioneering force in total people investment, empowering companies to master the practice of driving meaningful outcomes through their total rewards. With expert guidance and the Sequoia People Platform, we connect our offerings for compensation, benefits, wellbeing, HR, and payroll to achieve a higher strategic outcome.

We help businesses manage their global people investments, reduce administrative burdens, and deliver deeper employee care and support. For over two decades, forward-thinking companies have turned to Sequoia to unlock the full potential of their business and global workforce.

Our Technology Department

Our technology department is strengthening our tech teams in India across various product, engineering, and operation groups. We run on complex backend systems with hundreds of external touchpoints/data exchanges, build/train various AI/ML recommendation & personalization models, a cluster of highly scalable, tolerant, secure cloud-native microservices, and provide an intuitive omni-channel (PWA, Android, and iOS) user experience to our clients.

The Role: AI Natural Language Generation Specialist

This is a senior data science position that involves designing, developing, and implementing natural language generation models for analytics and business intelligence applications in the field of HR, benefits, and payroll analytics.

  1. Design and develop natural language generation models for HR, benefits, and payroll analytics.
  2. Implement natural language query systems for data analysis and exploration.
  3. Build natural language insights on analytics for data-driven decision-making.
  4. Collaborate with cross-functional teams to identify and prioritize data science use cases and deliver solutions that meet business needs.
  5. Stay up-to-date with the latest developments in NLP, NLU, NLG, and data science and apply them to improve our core solutions.
  6. Train, fine-tune, and deploy large language models for various NLP tasks.
  7. Lead and mentor junior data scientists, providing guidance and support on NLP and data science best practices.
Requirements
  • A Ph.D. or Master's degree in Computer Science, Statistics, Mathematics, or a related field.
  • At least 12 years of experience in data science and NLP, with a focus on natural language generation and analytics.
  • Exposure to building large language models such as GPT-3, T5, or BERT.
  • Strong programming skills in Python and experience with NLP libraries such as NLTK, SpaCy, and Gensim.
  • Experience with deep learning frameworks such as TensorFlow, PyTorch, or Keras.
  • A strong understanding of statistical modeling and machine learning algorithms.
  • Experience with data visualization and dash-boarding tools such as Tableau or Power BI.
  • Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams.
Estimated Salary Range

$150,000 - $200,000 per year, depending on experience.



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