Senior AI Engineer
1 week ago
About Sequoia Group
We are a pioneer in total people investment, helping companies master the practice of driving outcomes that matter through their total rewards. Our expert guidance and the Sequoia People Platform connect our offerings for compensation, benefits, wellbeing, HR, and payroll to a higher strategic outcome.
With over 23 years of experience, we have helped numerous companies unlock the full potential of their business and global workforce. Our platform is used by many of the fastest growing tech companies worldwide.
About Sequoia's People Platform
Our AI-enabled connected platform transforms the way companies and their people experience employer-sponsored benefits and HR services in a unified and personalized way. We bring together traditionally siloed data from hundreds of carriers, BenAdmin platforms, wellbeing, and payroll partners, delivering proactive decision-making power to business leaders.
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, and provide an intuitive omni-channel user experience to our clients.
Job Overview
- Design, develop, and implement natural language generation models for analytics and business intelligence applications in the field of HR, benefits, and payroll analytics.
- Design and implement natural language query systems for data analysis and exploration.
- Build natural language insights on analytics for data-driven decision-making.
- Collaborate with cross-functional teams to identify and prioritize data science use cases and deliver solutions that meet business needs.
- Stay up-to-date with the latest developments in NLP, NLU, NLG, and data science and apply them to improve our core solutions.
- Train, fine-tune, and deploy large language models for various NLP tasks.
- Lead and mentor junior data scientists, providing guidance and support on NLP and data science best practices.
- Work with stakeholders to understand business requirements and provide data-driven insights to support decision-making.
Requirements
- Ph.D. or Master's degree in Computer Science, Statistics, Mathematics, or a related field.
- 8+ 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.
- Strong understanding of statistical modeling and machine learning algorithms.
- Experience with data visualization and dash-boarding tools such as Tableau or Power BI and adept in building data-driven stories.
- Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams.
Sequoia Group's Culture – Our Most Important Asset
- Passion for Service
- Integrity
- Quality Over Scope
- Commitment to Winning
- Leadership and Innovation
- Teamwork
- Fun and Meaningful
- Compensation & Benefits
Salary Range: $120,000 - $180,000 per annum. This estimate is based on national averages for the United States and may vary depending on location and industry.
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