Be an early applicantLess than 25 applicants
S&P Global · 5 days ago
Associate Director of Data Science - NLP, LLM and GenAI
Albany, NY
Full-time
Onsite
Senior Level
$150K/yr - $215K/yr
4+ years exp
Wonder how qualified you are to the job?
Maximize your interview chancesAnalyticsBusiness Intelligence
Insider Connection @S&P Global
Responsibilities
ML, Gen AI, NLP, LLM Model Development: Design and develop custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ML pipelines.
ML, NLP, LLM Model Evaluation: Develop and maintain robust evaluation solutions and tools to assess model performance and implement optimizations.
NLP, LLM, Gen AI Model Deployment: Collaborate with MLOps team for deploying ML models into production environments.
Internal Collaboration: Work closely with product teams, business stakeholders, MLOps, and engineers for smooth integration of ML models.
Documentation: Write and maintain comprehensive documentation of ML modeling processes and procedures.
Develop Models Based on Standards and Best Practices: Ensure adherence to specified standards and best practices in ML model development.
Assist in Problem Solving: Troubleshoot complex issues related to ML model development and data pipelines.
Qualification
Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.
Required
Bachelor's / Master’s or Ph.D degree in Computer Science, Mathematics or Statistics, Computational linguistics, Engineering, or a related field.
4+ years of professional hands-on experience leveraging large sets of structured and unstructured data to develop data-driven tactical and strategic analytics and insights using ML, NLP, computer vision solutions.
Demonstrated 3+ years hands-on experience with Python, Hugging Face, TensorFlow, Keras, PyTorch, Spark or similar statistical tools. Expert in python programming.
3+ years hands-on experience developing natural language processing (NLP) models, ideally with transformer architectures.
3+ years of experience with implementing information search and retrieval at scale, using a range of solutions ranging from keyword search to semantic search using embeddings.
Knowledge of and measurable hands-on experience with developing or tuning Large Language Models (LLM) and Generative AI (GAI)
Experienced with NLP, LLMs (extractive and generative), fine-tuning and LLM model development. Strong familiarity with higher level trends in LLMs and open-source platforms
Preferred
Nice to have: Experience with contributing to Github and open source initiatives or in research projects and/or participation in Kaggle competitions.
Benefits
Health & Wellness
Flexible Downtime
Continuous Learning
Invest in Your Future
Family Friendly Perks
Beyond the Basics
Company
S&P Global
S&P Global is a market intelligence company that provides financial information and data analytics services.
10,001+ employees
H1B Sponsorship
S&P Global has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (23)
2022 (37)
2021 (47)
2020 (32)
Funding
Current Stage
Public CompanyTotal Funding
$750M2023-09-07Post Ipo Debt· $750M
1978-01-13IPO· nyse:SPGI
Leadership Team
Douglas Peterson
President and CEO
Joshua Feliciano
Vice President of Collaboration & Workplace Strategy
Recent News
2024-02-26
2023-12-27
Company data provided by crunchbase
