Senior AI Engineer Generative AI & Search Artificial Intelligence
Job Summary
Description & Requirements
- Developing and deploying robust Retrieval-Augmented Generation (RAG) systems curating high-quality data for model training and evaluation and building evaluation frameworks to enable rapid iteration and continuous improvement based on real-world user interactions.
- Designing and implementing tools that enable LLM-powered search agents to effectively handle complex client queries shaping Bloombergs generative AI ecosystem and scaling these innovative solutions to support thousands of users.
- Leveraging both traditional ML approaches and Generative AI to prototype build and maintain high-performing client-facing search and streaming applications that deliver timely and relevant financial insights.
- Building robust APIs to facilitate search across diverse collections of data ensuring highly relevant results and maintaining system stability and reliability.
- Collaborate closely with cross-functional teams including product managers and engineers to integrate AI solutions into client facing products enhance analytical capabilities and improve user experience.
- Architect develop and deploy production-quality search systems powered by LLMs emphasizing both ML innovation and solid software engineering practices.
- Continuously identify areas for improvement within our search systems proactively experiment with new ideas and rapidly implement promising solutionseven when improvements rely purely on engineering without direct ML involvement.
- Design train test and iterate on models and algorithms while taking ownership of the entire lifecycle from idea inception to robust deployment and operationalization.
- Stay at the forefront of research in IR NLP and Generative AI incorporating relevant innovations into practical impactful solutions.
- Represent Bloomberg at industry events scientific conferences and within open-source communities.
- Proven practical experience solving real-world problems using NLP Information Retrieval Search technologies and Generative AI technologies. Knowledge of search platforms like Apache Solr or Elasticsearch is a plus.
- Significant industry experience or a relevant academic background (such as an MSc or PhD in Computer Science Machine Learning Mathematics Statistics or Engineering). We value practical ability and a demonstrated track record of delivering impactful results over formal academic qualifications.
- Proficiency in enterprise-grade software engineering practices and principles including solid fundamentals in data structures algorithms and a data-driven problem-solving approach.
- Solid communication skills with the ability to collaborate effectively with both technical peers and business stakeholders to ensure alignment between technical solutions and client needs.
Required Experience:
Senior IC
About Company
Bloomberg is the world's primary distributor of financial data and a top news provider of the 21st century. A global information and technology company, we use our dynamic network of data, ideas and analysis to solve difficult problems every day. Our customers around the world rely on ... View more