Job Description

YOUR IMPACT

Are you passionate about leveraging cutting-edge AI/ML techniques, including Large Language Models, to solve complex, mission-critical problems in a dynamic environment? Do you want to contribute to safeguarding a leading global financial institution?

OUR IMPACT

We are Compliance Engineering, a global team of engineers and scientists dedicated to preventing, detecting, and mitigating regulatory and reputational risks across Goldman Sachs. We build and operate a suite of platforms and applications that protect the firm and its clients.



We offer:


Access to vast amounts of structured and unstructured data to fuel your AI/ML models, including textual data suitable for LLM applications. The opportunity to work with the latest AI/ML technologies, including Large Language Models and cloud computing platforms. A collaborative environment where you can learn from and contribute to a team of experienced engineers and scientists. The chance to make a tangible impact on the firm's ability to manage risk and maintain its reputation.


Within Compliance Engineering, we are seeking an experienced AI/ML Engineer to join our Engineering team. This role will focus on developing, deploying, and maintaining AI/ML models, with a particular emphasis on leveraging Large Language Models.

HOW YOU WILL FULFILL YOUR POTENTIAL

As a member of our team, you will:


Develop and deploy AI/ML models, including those based on Large Language Models (LLMs), using large-scale structured and unstructured data, addressing complex and impactful business challenges. Design and build scalable infrastructure for machine learning, including feature engineering pipelines and model deployment frameworks optimized for LLMs. Develop, productionize, and maintain AI/ML models, ensuring their accuracy, reliability, and performance, with a focus on LLM-based solutions. Design and execute AI/ML experiments, iteratively tuning features, prompts, and modeling approaches to optimize model performance, and meticulously documenting findings and results, especially in the context of LLMs. Collaborate with ML researchers to accelerate the adoption of cutting-edge AI/ML techniques and models, with a focus on advancements in Large Language Models. Participate in code reviews and contribute to maintaining high code quality standards. Contribute to the design and implementation of AI/ML model monitoring and alerting systems. Work with stakeholders to understand their needs and translate them into technical requirements, with an emphasis on identifying opportunities for LLM-based solutions.

QUALIFICATIONS

A successful candidate will possess the following attributes:


A Bachelor's or Master's degree in Computer Science, or a similar field of study. 4+ years of hands-on experience with building scalable machine learning systems Solid coding skills and strong Computer Science fundamentals (algorithms, data structures, software design) Extensive experience with Machine Learning and Deep Learning toolkits (Tensorflow, PyTorch, Scikit-Learn, HuggingFace) Demonstrated experience with Large Language Models (LLMs), including model fine-tuning, prompt engineering, and evaluation techniques. Experience in architecting and deploying ML applications on cloud, including containerization (Docker, Kubernetes). Experience in working with distributed technologies like Scala, Pyspark, Iceberg, HDFS file formats (avro, parquet), AWS/ GCP, big data feature engineering. Experience in system design and evaluating the pros and cons of database choices, schema definition for data storage.


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. 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, we commit our people, capital and ideas to help our clients, shareholders and the communities we serve to grow. Founded in 1869, we are a leading global investment banking, securities and investment management firm. Headquartered in New York, we maintain offices around the world.



We believe who you are makes you better at what you do. We're committed to fostering and advancing diversity and inclusion in our own workplace and beyond by ensuring every individual within our firm has a number of opportunities to grow professionally and personally, from our training and development opportunities and firmwide networks to benefits, wellness and personal finance offerings and mindfulness programs. about our culture, benefits, and people at GS.com/careers.



We're committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process. : https://www.goldmansachs.com/careers/footer/disability-statement.html



The Goldman Sachs Group, Inc., 2023. All rights reserved.



Goldman Sachs is an equal employment/affirmative action employer

We Offer Best-In-Class Benefits

Healthcare & Medical Insurance
We offer a wide range of health and welfare programs that vary depending on office location. These generally include medical, dental, short-term disability, long-term disability, life, accidental death, labor accident and business travel accident insurance.


Holiday & Vacation Policies
We offer competitive vacation policies based on employee level and office location. We promote time off from work to recharge by providing generous vacation entitlements and a minimum of three weeks expected vacation usage each year.


Financial Wellness & Retirement
We assist employees in saving and planning for retirement, offer financial support for higher education, and provide a number of benefits to help employees prepare for the unexpected. We offer live financial education and content on a variety of topics to address the spectrum of employees' priorities.


Health Services
We offer a medical advocacy service for employees and family members facing critical health situations, and counseling and referral services through the Employee Assistance Program (EAP). We provide Global Medical, Security and Travel Assistance and a Workplace Ergonomics Program. We also offer state-of-the-art on-site health centers in certain offices.


Fitness
To encourage employees to live a healthy and active lifestyle, some of our offices feature on-site fitness centers. For eligible employees we typically reimburse fees paid for a fitness club membership or activity (up to a pre-approved amount).


Child Care & Family Care
We offer on-site child care centers that provide full-time and emergency back-up care, as well as mother and baby rooms and homework rooms. In every office, we provide advice and counseling services, expectant parent resources and transitional programs for parents returning from parental leave. Adoption, surrogacy, egg donation and egg retrieval stipends are also available.


Benefits at Goldman Sachs
Read more about the full suite of class-leading benefits our firm has to offer.



Opportunity Overview
CORPORATE TITLE
Associate
OFFICE LOCATION(S)
Bengaluru
JOB FUNCTION
Software Engineering
DIVISION
Compliance Division