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Machine Learning Engineering Team Lead
2 months ago
Exciting Opportunity at Bloomberg for Machine Learning Engineering Team Lead - Information Retrieval - Artificial Intelligence Group
Bloomberg's Engineering AI department boasts over 300 AI practitioners dedicated to building innovative products and features that require groundbreaking advancements in the field of artificial intelligence.
The team is focused on leveraging cutting-edge technologies like transformers, gradient boosted decision trees, large language models, and dense vector databases to enhance search, discovery, and workflow solutions for the financial industry.
Bloomberg is a leading financial data and news company that enables access to a vast range of financial instruments worldwide. The company's technology is designed to provide a transparent and efficient financial marketplace.
Since its inception, Bloomberg has been at the forefront of developing Artificial Intelligence applications that deliver highly accurate and low-latency solutions. The suite of search systems offers a comprehensive search experience for the Bloomberg Terminal, allowing users to search across all functions and access information from numerous sources.
Key focus areas include conversational search models, retrieval augmented generation, dense retrieval models and ranking, efficient indexing and search methods, hybrid retrieval systems, query interpretation, and autocomplete suggestions.
To support these initiatives, Bloomberg is expanding its team and seeking experienced leaders with a strong background in Information Retrieval (IR) research and applications. The selected candidates will lead a team of ML and Software Engineers to deliver innovative AI-driven solutions for customer-facing products.
Key Responsibilities:
- Collaboration with a diverse team to build high-quality search systems and integrate AI solutions into products.
- Strategic thinking in building, deploying, and maintaining IR systems.
- Contributions to organizational growth through strategies for design, hiring, research, and more.
Requirements:
- Experience in developing high-throughput and low-latency services encapsulating ML models.
- Leadership skills to manage global teams and influence technology strategy.
- Effective communication, results-driven approach, and strategic planning abilities.
Preferred Qualifications:
- Practical experience with Information Retrieval and familiarity with ML techniques.
- Experience with retrieval platforms such as Vespa, Apache Solr, or Elasticsearch.
- Experience with managing services, models, and datasets, including migration to modern technologies.
Bloomberg is committed to diversity and equal opportunities in the workplace, fostering an inclusive environment for all employees. Reasonable adjustments/accommodations will be provided for qualified individuals with disabilities to ensure a fair application process.
