About this opportunity
Goldman Sachs lists this Compliance-New York-Vice President-Software Engineering New York · · Vice President opportunity in new york, New York. Review the employer’s description below for duties, qualifications and application requirements.
Job description
Compliance-New York-Vice President-Software Engineering location_on New York, New York, United States
Are you passionate about delivering mission-critical, high quality machine learning models, using cutting-edge technology,in a dynamic environment?
OUR IMPACT
We are Compliance Engineering, a global team of more than 300 engineers and scientists who work on the most complex, mission-critical problems.
We:
build and operate a suite of platforms and applications that prevent, detect, and mitigate regulatory and reputational risk across the firm.
have access to the latest technology and to massive amounts of structured and unstructured data.
leverage modern frameworks to build responsive and intuitive UX/UI and Big Data applications.
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 structured 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.
We’re committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process. Learn more:
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
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.
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.
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Worksite address
new york, NY, 10261, US
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.