Lead Generative AI Machine Learning Engineer
4 weeks ago
We are seeking a highly skilled Lead Generative AI Machine Learning Engineer to join our team at S&P Global. As a key member of our Data Science COE, you will contribute to the development and deployment of machine learning models and data pipelines.
Key Responsibilities:
- Architect and develop machine learning model development and deployment lifecycle to launch GenAI and ML services end-to-end.
- Work on large-scale stateful and stateless distributed systems, including infrastructure, data ingestion platforms, SQL and no-SQL databases, microservices, orchestration services, and more.
- Collaborate with cross-functional teams to integrate machine learning models into production systems.
- Create and manage documentation and knowledge base, including development best practices, MLOps/LLMOps processes, and procedures.
- Fine-tune and optimize models to enhance performance, adapt to new data, or meet specific use case requirements.
Requirements:
- Bachelor's degree in Computer Science, Engineering, or a related field.
- 8+ years of progressive experience as a data analytics, machine learning engineer, or similar roles.
- A minimum of 5 years of experience in data science, data analytics, or related field.
- 5 years of relevant experience with writing production-level, scalable code with Python (or Scala), MLOps/LLMOps, machine learning engineering, Big Data, or a related role.
- Experience with Elasticsearch, SQL, NoSQL, Apache Airflow, Apache Spark, Kafka, Databricks, MLflow, containerization, Kubernetes, cloud platforms, CI/CD, and workflow orchestration tools.
Preferred Qualifications:
- 2-3 years of experience with operationalizing data-driven pipelines for large-scale batch and stream processing analytics solutions.
- Experience with contributing to open-source initiatives or in research projects and/or participation in Kaggle competitions.
- 6-12 months of experience working with RAG pipelines, prompt engineering, and/or Generative AI use cases.
About S&P Global
S&P Global is a leading provider of credit ratings, benchmarks, analytics, and workflow solutions in the global capital, commodity, and automotive markets. We help organizations navigate the economic landscape and make informed decisions.
Benefits
We offer a comprehensive benefits package, including health and wellness programs, flexible downtime, continuous learning opportunities, and investment in your future.
Equal Opportunity Employer
S&P Global is an equal opportunity employer and welcomes applications from diverse candidates. We are committed to creating an inclusive work environment and promoting diversity, equity, and inclusion in all aspects of our business.
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