The Goldman Sachs Group, Inc

Asset & Wealth Management - AI Solutions Engineer - Associate - Dallas

The Goldman Sachs Group, Inc$100K — $130K *
Finance & Insurance
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years in software engineering with a focus on machine learning or AI development
  • Proficient in Java, Python, and SQL; experience with LLM APIs or frameworks
  • Familiar with agentic patterns like tool use and multi-step reasoning
  • Understanding of data engineering principles, including ETL/ELT and data warehousing
  • Knowledge of responsible AI concerns such as prompt injection and data leakage
  • Strong analytical skills and effective communication abilities

Responsibilities

  • Build and maintain AI-driven data engineering tools integrated with WM data platforms
  • Develop evaluation frameworks to enhance AI output quality in data engineering
  • Write production-quality code with rigorous testing for AI components
  • Implement responsible AI practices in systems handling sensitive financial data
  • Develop backend services and APIs for internal stakeholders using AI tools
  • Collaborate with engineers and business stakeholders to scope projects and iterate on solutions
  • Seek feedback and enhance technical knowledge in AI and data engineering

Benefits

  • Flexible work arrangements to encourage a healthy work-life balance
  • Access to continuous learning and professional development opportunities
  • Collaborative and inclusive company culture that values contributions
  • Support for responsible AI practices in innovative projects
  • Opportunities to work with cutting-edge technology in AI and data engineering
Full Job Description
Job Description

Responsibilities
  • Build and maintain AI-powered data engineering tools - LLM agents for pipeline generation, schema mapping, data quality analysis, and migration - integrated with the WM data platform (S3, Databricks, Snowflake, Glue, Athena, MWAA)
  • Build and iterate on evaluation frameworks (LangSmith, RAGAS, PromptFoo) to measure and improve AI output quality across data engineering workloads
  • Write well-tested, production-quality code with comprehensive unit and integration tests for AI components
  • Implement responsible AI practices in every system: output guardrails, prompt injection defenses, PII handling, and audit logging - especially critical when operating on sensitive financial data
  • Implement and maintain backend services and APIs that expose AI-driven data tooling platform engineers and internal stakeholders
  • Collaborate with senior engineers, data architects, and business stakeholders to scope requirements, prototype solutions, and ship iteratively
  • Actively seek feedback, grow technical breadth across AI and data engineering, and contribute to team knowledge-sharing

Basic Qualifications
  • 3+ years of software engineering experience, including hands-on work with machine learning models or AI application development
  • Proficiency in Java, Python, and SQL; hands-on experience with LLM APIs or agentic frameworks (OpenAI, Anthropic, LangChain, or similar)
  • Familiarity with agentic patterns: tool use, multi-step reasoning, and structured output generation
  • Understanding data engineering concepts - ETL/ELT pipelines, data warehousing, data lake architectures, or cloud data services (S3, Glue, Databricks, Snowflake, Athena)
  • Awareness of responsible AI concerns - prompt injection, hallucination risk, output guardrails, data leakage
  • Strong analytical and problem-solving skills; effective written and verbal communication

Preferred Qualifications
  • Experience with AI evaluation frameworks (LangSmith, RAGAS, PromptFoo, or equivalent)
  • Familiarity with AWS AI/ML services (Bedrock, SageMaker, Lambda)
  • Familiarity with Model Context Protocol (MCP) or similar standards for tool integration with LLM agents
  • Exposure to pipeline orchestration tools (Airflow/MWAA, Step Functions) or Lakehouse patterns (Iceberg, Databricks, Snowflake)
  • Experience in financial services or regulated data environments

About The Goldman Sachs Group, Inc

The Goldman Sachs Group, Inc. provides investment banking, securities, and investment management services, as well as financial services to corporations, financial institutions, governments, and high-net-worth individuals worldwide. Its Investment Banking segment offers financial advisory services, including advisory assignments concerning mergers and acquisitions, divestitures, corporate defense, risk management, and restructurings and spin-offs; and underwriting services comprising public offerings and private placements of a range of securities, loans, and other financial instruments, and derivative transactions. The company’s Institutional Client Services segment provides client execution services, such as fixed income, currency, and commodities client execution related to making markets in interest rate products, credit products, mortgages, currencies, and commodities; and equities related to making markets in equity products, as well as executes and clears institutional client transactions on stock, options, and futures exchanges. This segment also engages in the securities services business providing financing, securities lending, and other brokerage services to institutional clients, including hedge funds, mutual funds, pension funds, and foundations. Its Investing and Lending segment originates longer-term loans; and invests in debt securities, loans, public and private equity securities, real estate, consolidated investment entities, distressed assets, currencies, commodities, and power generation facilities. The company’s investment management segment provides investment products and services, as well as offers wealth advisory services, including portfolio management and financial counseling, and brokerage and other transaction services.

The Goldman Sachs Group, Inc. Careers

Join the prestigious team at The Goldman Sachs Group, Inc., a global leader in finance and investments, and propel your career to new heights. Our firm is renowned for its commitment to excellence, innovation, and leadership in the financial sector.

Work You’ll Do

At Goldman Sachs, you will be part of a dynamic environment that fosters growth, diversity, and professional development. Engage in transformative projects that redefine the landscape of global finance, driven by a culture of high performance and continuous improvement.

Lead with Innovation and Leadership

Step into a role where your skills will be honed and your leadership capabilities enhanced. The Goldman Sachs Group, Inc. is at the forefront of merging financial expertise with technological innovation, creating a platform for you to lead impactful initiatives.

Join Our Diverse and Inclusive Team

Diversity and inclusion are at the core of our company culture. With employees from various backgrounds, Goldman Sachs thrives on the rich ideas and perspectives that this diversity brings. Here, every team member’s contribution is valued, and every voice is heard.

Explore Job Opportunities and Internships

Whether you’re seeking full-time employment or looking into internship opportunities, Goldman Sachs offers a range of positions that cater to different skills, experiences, and career aspirations. From analyst to executive positions, discover how you can contribute to our legacy of success.

Networking and Professional Growth

Goldman Sachs is not just a workplace. It is a community where you can build lasting relationships with colleagues and industry leaders. Our networking events, mentorship programs, and professional groups foster connections that can accelerate your career trajectory.

Benefits and Career Development

Invest in your future with Goldman Sachs’ unparalleled employee benefits and career development programs. From comprehensive health benefits to personalized career coaching and leadership training, we ensure that our team is equipped for success, both professionally and personally.

Prepare for Your Future

Ready to take the next step? Prepare your resume, sharpen your interview skills, and explore the vast array of job opportunities at The Goldman Sachs Group, Inc. Our hiring process is designed to identify and nurture talent, helping you to achieve your career goals.

Stay Connected

Keep up to date with the latest from Goldman Sachs Careers by subscribing to our job alert emails. Tailor your preferences to receive updates that match your career interests and stay ahead in the competitive financial sector.

Join The Goldman Sachs Group, Inc.

Embark on a rewarding journey with The Goldman Sachs Group, Inc. where your potential is limitless. Explore positions, read about our company culture, and apply today to become part of a team that values growth, leadership, and innovation.

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At The Goldman Sachs Group, Inc., your career is just the beginning – it’s an opportunity to excel and lead in the global financial industry. Join us and make your mark!
Learn more about The Goldman Sachs Group, Inc
Size
45,100 employees
Market Cap
$115.8 billion
Industry
Net Income
$9.4 billion
Founded
1869
5 Year Trend
+11.3%
Revenue
$53.4 billion
NASDAQ

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