S&P Global

Lead Software Developer – ML/GenAI Engineer

S&P Global

full-time

Posted on:

Location Type: Office

Location: Hyderabad • 🇮🇳 India

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Job Level

Senior

Tech Stack

AWSAzureCloudGoogle Cloud PlatformPythonPyTorchTensorflow

About the role

  • Design, develop, and deploy models for structured text generation, entity recognition, and transformation tasks.
  • Train and fine-tune models using advanced tools.
  • Knowledge about transformers, and experience in prompt engineering using Open AI.
  • Experience using other LLMs is a plus.
  • Build pipelines to convert unstructured text data into structured formats for downstream applications.
  • Collaborate with data scientists, software engineers, and product teams to integrate models into production systems.
  • Evaluate model performance, accuracy and continuously improve accuracy and efficiency.
  • Stay updated with the latest advancements in GenAI, LLMs, and NLP technologies.
  • Experience in model development lifecycle and MLOps.
  • Experience with Jupyter Notebooks, and Notebook orchestration tools.
  • Experience with AWS -- Sagemaker, S3, IAM, Lambda, and containers.

Requirements

  • 7+ years of experience in Python programming and machine learning.
  • Hands-on experience with Named Entity Recognition (NER) frameworks such as SpaCy, along with familiarity in using annotation platforms like Prodigy.
  • Experience with TensorFlow, PyTorch is a plus.
  • Strong understanding of Generative AI concepts and practical applications.
  • Proficiency in using OpenAI APIs for text transformation, generation.
  • Solid grasp of data preprocessing, feature engineering, and model evaluation techniques.
  • Familiarity with REST APIs, cloud platforms (AWS/GCP/Azure) is a plus.
  • Background in linguistics or computational linguistics is a bonus.
  • Excellent problem-solving and communication skills.
Benefits
  • Health & Wellness: Health care coverage designed for the mind and body.
  • Flexible Downtime: Generous time off helps keep you energized for your time on.
  • Continuous Learning: Access a wealth of resources to grow your career and learn valuable new skills.
  • Invest in Your Future: Secure your financial future through competitive pay, retirement planning, a continuing education program with a company-matched student loan contribution, and financial wellness programs.
  • Family Friendly Perks: It’s not just about you. S&P Global has perks for your partners and little ones, too, with some best-in-class benefits for families.
  • Beyond the Basics: From retail discounts to referral incentive awards—small perks can make a big difference.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
Pythonmachine learningstructured text generationentity recognitiontransformersprompt engineeringNamed Entity Recognitiondata preprocessingfeature engineeringmodel evaluation
Soft skills
problem-solvingcommunication