Senior LLM Engineer - Artificial Intelligence
BloombergOverview
Join Bloomberg's Engineering AI department, a hub of 300+ AI practitioners dedicated to building innovative products and features that often require novel innovations. We are investing in AI to build better search, discovery, and workflow solutions using technologies such as transformers, gradient boosted decision trees, large language models, and dense vector databases. As a Senior LLM Engineer, you will play a pivotal role in expanding our group and contributing to the development of AI-driven customer-facing products.
Responsibilities
- Build production LLM systems to power business functions in the Bloomberg Terminal.
- Optimize and support LLM workloads in on-prem HPC and cloud environments.
- Contribute to internal initiatives related to LLM research and development.
- Work with specialized hardware for tensor computations.
Qualifications
- 4+ years of programming experience with an object-oriented programming language.
- A degree in Computer Science, Engineering, or a similar field of study, or equivalent work experience.
- Experience in designing, developing, and supporting ML applications.
- Understanding of ML model architectures, specifically transformers, and underlying computations.
- Proficiency in profiling, benchmarking, and optimizing ML applications.
Preferred Skills
- Deep working proficiency in Python.
- Experience using HPC compute platforms and understanding the anatomy of distributed computations.
- Proficiency with various ML accelerators (NVIDIA GPUs, TPUs, other vendor ASICs) and building efficient workloads for them.
- Solid understanding of networking (Infiniband, AWS EFA, RoCE).
- Experience managing infrastructure in Amazon Web Services (AWS), Microsoft Azure, or Google Cloud Platform (GCP).
Company Commitment
Bloomberg is an equal opportunity employer and values diversity. We do not discriminate based on age, ancestry, color, gender identity or expression, genetic predisposition or carrier status, marital status, national or ethnic origin, race, religion or belief, sex, sexual orientation, sexual and other reproductive health decisions, parental or caring status, physical or mental disability, pregnancy or parental leave, protected veteran status, status as a victim of domestic violence, or any other classification protected by applicable law.
Bloomberg is a disability inclusive employer. Please let us know if you require any reasonable adjustments to be made for the recruitment process. If you would prefer to discuss this confidentially, please email amer_recruit@bloomberg.net.
Benefits Extracted with AI
- 401(k)
- Disability insurance
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