The Goldman Sachs Group, Inc

The Core Engineering, Machine Learning Engineer, New York, Vice President

The Goldman Sachs Group, Inc • $130K — $250K *
New York, NY 10025In-Person
Information Technology
8 - 10 years of experience
Reposted Today
Be an Early Applicant
Job Overview by Ladders

Qualifications

  • Bachelor's or Master's degree in Computer Science or related field
  • 10+ years of experience building scalable machine learning systems
  • Strong coding skills with a foundation in algorithms and data structures
  • Expert in Python and PySpark
  • Familiarity with distributed technologies (e.g., Scala, Iceberg, HDFS)
  • Proficient in system design and data storage considerations
  • Experienced with ML and DL toolkits (e.g., TensorFlow, PyTorch)

Responsibilities

  • Work with large-scale structured and unstructured data
  • Drive end-to-end machine learning projects
  • Build infrastructure for machine learning and scale models
  • Develop, productionize, and maintain ML models
  • Run experiments tuning features and modeling approaches
  • Collaborate with ML researchers on cutting-edge models
  • Perform code reviews to ensure code quality

Benefits

  • Dynamic work environment focused on cutting-edge technology
  • Opportunity to work on high-impact projects in Compliance engineering
  • Significant investment in tools and resources for model development
  • Collaboration with experts in machine learning research
  • Focus on innovation and continuous learning in a fast-paced field
Full Job Description
Job Description

The Core Engineering

The Core Engineering builds and operates the platforms, applications, data solutions, models, and analytics that power critical processes for The Core divisions of the firm (e.g., Risk, responsible for the risk profile of firm activities; Controllers, responsible for the financial control and reporting obligations; Compliance, responsible for the firm's compliance, regulatory, and reputational risks; Corporate Treasury, responsible for the firm's liquidity, funding, balance sheet, etc.; and Human Capital Management, responsible for attracting, developing, and managing a global workforce). A centralized engineering structure in support of The Core enables a common platform model and operating framework that promotes consistent governance and scalable solutions, leveraging cloud, AI, and machine learning for innovation and efficiency. The Core Engineering's 2,000+ engineers and strats deliver engineering, data, analytics, and quantitative capabilities within six business units:
  • Metrics & Analytics Platforms: responsible for the measurement and management of the firm's risk, capital, and liquidity for The Core functions
  • The Core Strats: responsible for the development and implementation of models and other quantitative methodologies, including the accuracy and attribution of modeled metrics
  • Financials & Reporting: responsible for facilitating the production of the firm's financials and a wide range of reporting functions
  • Non-Financial Risk & Controls: responsible for non-financial risk and control processes
  • Enterprise Platforms: responsible for platforms and applications that support critical operational processes across The Core such as payments, people processes, and procurement
  • Shared Services: responsible for driving the adoption of consistent engineering strategy, including data platforms, cloud, and AI enablement, as well as the management of technology risk


Are you passionate about delivering mission-critical, high quality machine learning models, using cutting-edge technology, in a dynamic environment?

Within Compliance engineering, we are hiring for a Machine Learning Engineering role within Models Engineering. The firm is making a significant investment improve the precision/ recall of the Compliance models portfolio in 2024. To achieve that we are hiring experienced MLEs who have experience of developing and deploying ML models for big data in a distributed architecture.

HOW YOU WILL FULFILL YOUR POTENTIAL

As a member of our team, you will:
  • Work with large scale structure and unstructured data. Drive end to end Machine Learning projects that have a high degree of scale and complexity
  • Build infra for machine learning which involves feature engineering and scaling models to work at scale
  • Develop, productionize, and maintain ml models
  • Run ML experiments by constantly tuning the features and the modeling approaches, documenting findings and results
  • Collaborate closely with ML researchers, to accelerate the usage of cutting edge models
  • Perform code reviews and ensure code quality


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.
  • 10+ years of hands-on experience with building scalable machine learning systems
  • Solid coding skills and strong Computer Science fundamentals (algorithms, data structures, software design)
  • Expertise in Python & PySpark
  • 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.
  • Extensive experience with Machine Learning and Deep Learning toolkits (Tensorflow, PyTorch, Scikit-Learn, HuggingFace)


Experience in some of the following is desired and can set you apart from other candidates :
  • Prior experience with LLMs and Prompt Engineering
  • Prior experience in architecting/ deploying ML applications on AWS/ GCP
  • Prior experience in code reviews/ architecture design for distributed systems.


Salary Range
The expected base salary for this New York, NY, United States-based position is $130000-$250000. In addition, you may be eligible for a discretionary bonus if you are an active employee as of fiscal year-end.

Benefits
Goldman Sachs is committed to providing our people with valuable and competitive benefits and wellness offerings, as it is a core part of providing a strong overall employee experience. A summary of these offerings, which are generally available to active, non-temporary, full-time and part-time US employees who work at least 20 hours per week, can be found here.

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.

SEARCH GOLDMAN SACHS JOBS

READ CAREERS BLOG

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
Finance & Insurance
Net Income
$9.4 billion
Founded
1869
5 Year Trend
+11.3%
Revenue
$53.4 billion
NASDAQ
GS
* Ladders Estimates

Similar Jobs

Ad banner background

Get Ready For Your
Next Interview

More Jobs at The Goldman Sachs Group, Inc

More Information Technology Jobs

Find similar The Core Engineering, Machine Learning Engineer, New York, Vice President jobs:

NationwideNew York, NY