Asset &Wealth Management-Wealth AI Engineering - Associate-Dallas

Who We Are

At Goldman Sachs, we connect people, capital and ideas to help solve problems for our clients. We are a leading global financial services firm providing investment banking, securities and investment management services to a substantial and diversified client base that includes corporations, financial institutions, governments and individuals.

 

Asset & Wealth Management Division

Across Asset and Wealth Management (AWM), Goldman Sachs helps empower clients and customers around the world reach their financial goals.

 

The Private Wealth management (PWM) business within Asset & Wealth Management division provides comprehensive Investment Management services and advice across a full range of asset classes for very high net worth individuals. PWM leverages a global technology platform offering, an integrated suite of tools, and applications to service clients. This platform helps realize a client's goals and objectives, develops, and implements an integrated wealth management plan and delivers first-class client service.

 

Across AWM, our growth is driven by a relentless focus on our people, our clients and leading-edge technology, data, and design.

 

Private Wealth Management

The Private Wealth Management (PWM) business provides end to end Investment Management services and advice across a broad range of asset classes for high-net-worth individuals. PWM leverages a global technology platform offering, an integrated suite of tools, and applications to onboard clients. Our software helps realize a client's goals and objectives, develops, and implements an integrated wealth management plan and delivers first-class client service. The successful candidate will join the global PWM Private Bank team. We are developing digital solutions to help clients connect and engage with Goldman Sachs. We work closely with our business partners to streamline business workflows and drive growth.

 

How You Will Fulfill Your Potential

In Wealth Management, we help our clients pursue their wealth management goals through careful advice & astute investment management. Wealth Management Engineering plays a pivotal role in building the tools and applications our business needs to effectively manage and support our client’s diverse requirements. We support the entire user experience starting with onboarding through to maintenance, transfers, reporting, as well as providing clients access to their portfolios online. As part of the Private Banking platforms, being built on AWS Cloud, we're looking for strong engineers with expertise in AWS and CFT OR a strong willingness to upskill and learn cloud technologies.

Job Description

We are seeking a highly skilled GenAI Developer to join our dynamic, global team. The ideal candidate will have a strong background in applied generative AI. This role will involve developing and implementing AI solutions, working with various technologies, and collaborating with cross-functional teams to drive innovation. The GenAI Developer will play a crucial role in advancing our GenAI capabilities and contributing to the success of our Wealth Management division.

 

Key Responsibilities

• Work with stakeholders to understand requirements and deliver AI solutions across several domains in Wealth Management.
• Stay updated with the latest advancements in AI and machine learning technologies.
• Conduct research and experiments to improve AI capabilities within the division.

 

Required Competencies

• Retrieval-Augmented Generation (RAG): Experience in developing and implementing RAG models to enhance information retrieval and generation tasks.
• Vector Stores: Knowledge of Vector Stores for efficient data storage and retrieval.
• Prompt Engineering: Skills in designing and optimizing prompts for AI models to improve accuracy and relevance.
• Large Language Model APIs (LLM APIs): Understanding of different LLMs, both commercial and open source, and their capabilities (e.g., OpenAI, Gemini, Llama, Claude).
• Programming Languages: Proficiency in Python, Java, or other relevant programming languages.
• Data Analysis: Strong analytical skills and experience with data analysis tools.
• Problem-Solving: Excellent problem-solving abilities and attention to detail.
• Communication: Strong verbal and written communication skills.

 

Preferred Competencies

• Graph RAG: Proficiency in using Graph RAG for complex data relationships and insights.
• Knowledge Graphs: Expertise in building and managing Knowledge Graphs to represent and query complex data structures.
• Machine Learning Frameworks: Experience with TensorFlow, PyTorch, or similar frameworks.
• Experience with cloud platforms such as AWS, Google Cloud, or Azure.
• Familiarity with natural language processing (NLP) and computer vision technologies.
• Previous experience in a similar role or industry.
• Master’s or Ph.D. in Computer Science, Data Science, or a related field.

  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. Learn more 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. Learn more: https://www.goldmansachs.com/careers/footer/disability-statement.html
 
  © The Goldman Sachs Group, Inc., 2023. All rights reserved. Goldman Sachs is an equal opportunity employer and does not discriminate on the basis of race, color, religion, sex, national origin, age, veterans status, disability, or any other characteristic protected by applicable law.