Job Description

ABOUT OUR ROLE

Goldman Sachs is looking for an experienced Applied Researcher to join the AI Research team. As an Applied Researcher, you will be responsible for defining, designing, developing and evaluating language models for financial use cases. Your expertise in Machine Learning (ML) and Natural Language Processing (NLP) will be crucial for the development of AI-driven solutions in the financial domain, as well as for the research of applying state-of-the-art Language Modelling techniques.

YOUR IMPACT

In this role, you will have the chance to work with various teams across different divisions on groundbreaking projects that leverage Large Language Models (LLMs) and other NLP techniques to analyze and process a plethora of financial documents. As an Applied Researcher, you will address the specific challenges that arise when applying these techniques to the financial sector and push the state-of-the-art in AI for finance.

RESPONSIBILITIES

Create and implement scalable NLP-based solutions to enable business activities Perform experiments to evaluate and enhance the efficiency and effectiveness of existing models. Implement and analyze state-of-the-art NLP solutions and adapt them in a financial context. Develop, test, and maintain high-quality, production-ready code. Demonstrate technical leadership by taking charge of cross-team projects. Ar culate ideas and findings clearly in both spoken and writen forms across different departments. Represent Goldman Sachs at conferences and within open-source communities. Collaborate effectively with colleagues to advance production machine-learning systems and applications.

QUALIFICATIONS

A Bachelor's, master's or PhD degree in Computer Science, Machine Learning, Mathematics, Engineering, or equivalent relevant industry experience. Preferably 3 years AI/ML industry experience for Bachelor's/Masters, 1 year for PhD with a focus on Language Models and NLP. Programming experience in Python and strong knowledge of data structures, algorithms, and so ware engineering practices. Excellent understanding of NLP techniques/algorithms, and experience with deep learning frameworks such as TensorFlow, PyTorch, or Keras. Strong verbal and written communication skills. Curiosity, ownership and willingness to work in a collaborate environment. Prior experience in a finance industry is a plus

GOLDMAN SACHS ENGINEERING CULTURE

At Goldman Sachs, our Engineers don't just make things - we make things possible. Change the world by connecting people and capital with ideas. Solve the most challenging and pressing engineering problems for our clients. Join our engineering teams that build massively scalable software and systems, architect low latency infrastructure solutions, proactively guard against cyber threats, and leverage machine learning alongside financial engineering to continuously turn data into action. Create new businesses, transform finance, and explore a world of opportunity at the speed of markets.

Engineering is at the critical center of our business, and our dynamic environment requires innovative strategic thinking and immediate, real solutions.





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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
Analyst
OFFICE LOCATION(S)
Bengaluru
DIVISION
Global Banking & Markets