Vice President - AI/ML Engineering Goldman Sachs

4.0 - 8.0 years

0 Lacs

karnataka

On-site

As a potential candidate for this position, you will be responsible for contributing to cutting-edge AI/ML solutions at Goldman Sachs. Here is a breakdown of the qualifications and attributes you should possess: - A Bachelor's, Master's or PhD degree in Computer Science, Machine Learning, Mathematics, or a related field is required. - Preferably 7+ years of AI/ML industry experience for Bachelors/Masters, 4+ years for PhD, with a focus on Language Models. - Strong foundation in machine learning algorithms, including deep learning architectures like transformers, RNNs, CNNs. - Proficiency in Python and relevant libraries/frameworks such as TensorFlow, PyTorch, Hugging Face Transformers, scikit-learn. - Demonstrated expertise in GenAI techniques, including but not limited to Retrieval-Augmented Generation (RAG), model fine-tuning, prompt engineering, AI agents, and evaluation techniques. - Experience working with embedding models and vector databases. - Experience with MLOps practices, including model deployment, containerization (Docker, Kubernetes), CI/CD, and model monitoring. - Strong verbal and written communication skills. - Curiosity, ownership, and willingness to work in a collaborative environment. - Proven ability to mentor and guide junior engineers. Desirable experience that can set you apart from other candidates includes: - Experience with Agentic Frameworks (e.g., Langchain, AutoGen) and their application to real-world problems. - Understanding of scalability and performance optimization techniques for real-time inference such as quantization, pruning, and knowledge distillation. - Experience with model interpretability techniques. - Prior experience in code reviews/architecture design for distributed systems. - Experience with data governance and data quality principles. - Familiarity with financial regulations and compliance requirements. About Goldman Sachs: At Goldman Sachs, the commitment is to help clients, shareholders, and communities grow by leveraging people, capital, and ideas. Established in 1869, Goldman Sachs is a prominent global investment banking, securities, and investment management firm headquartered in New York with offices worldwide. Goldman Sachs is dedicated to fostering diversity and inclusion by providing numerous opportunities for personal and professional growth, including training, development, networks, benefits, wellness, personal finance offerings, and mindfulness programs. To learn more about the culture, benefits, and people at Goldman Sachs, visit GS.com/careers. Goldman Sachs is dedicated to providing reasonable accommodations for candidates with special needs or disabilities during the recruiting process. To learn more about accommodations, visit: https://www.goldmansachs.com/careers/footer/disability-statement.html Copyright The Goldman Sachs Group, Inc. 2023. All rights reserved.,

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