Compliance-Bengaluru-Vice President-Software Engineering

Goldman Sachs

7 - 12 years

9 - 14 Lacs

Bengaluru

Posted:7 hours ago| Platform:

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Skills Required

Computer science Machine learning data governance HTML Data quality Investment banking Investment management Distribution system Monitoring Python

Work Mode

Work from Office

Job Type

Full Time

Job Description

QUALIFICATIONS

A successful candidate will possess the following attributes:

A Bachelors, Masters or PhD degree in Computer Science, Machine Learning, Mathematics, or a similar field of study.
Preferably 7+ years AI/ML industry experience for Bachelor s/Masters, 4+ years for PhD with a focus on Language Models.
Strong foundation in machine learning algorithms, including deep learning architectures (e.g., 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.

Experience in some of the following is desired and can set you apart from other candidates:

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.

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