Data Engineer

4 weeks ago

Dallas, Texas, United States The Goldman Sachs Group Full time

About Data Engineering

Data plays a critical role in every facet of the Goldman Sachs business. The Data Engineering group is at the core of that offering, focusing on providing the platform, processes, and governance, for enabling the availability of clean, organized, and impactful data to scale, streamline, and empower our core businesses.

Within Data Engineering, we focus on offering a comprehensive data platform, Legend, which we have made available as an open-source product. Legend includes a full data modeling environment, as well as the execution of data access and controls, and a vast set of value-add products which allow our business users to operate more efficiently.

Leveraging our own Legend offering, our engineers build efficient data solutions that source, curate, and distribute critical data to our businesses, including financial product, pricing, transaction, and client reference data. Our engineers collaborate closely with the business to design and curate business-specific data models, and to transform and distribute data for optimal storage and retrieval.

Key Responsibilities

  • Design and develop modern data management tools to curate our most important data sets, models and processes, while identifying areas for process automation and further efficiencies
  • Contribute to an open-source technology
  • Drive adoption of cloud technology for data processing and warehousing
  • Engage with data consumers and producers in order to design appropriate models to suit enable the business

Relevant Technologies:

Java, Python, AWS, React

Requirements

  • A Bachelor or Master degree in a computational field (Computer Science, Applied Mathematics, Engineering, or in a related quantitative discipline)
  • 2-7+ years of relevant work experience in a team-focused environment
  • 2-7+ years of experience in distributed system design
  • 2-7+ years of experience using Java, Python, and/or React
  • 2-7+ years of experience or interest in functional programming languages
  • Strong object-oriented design and programming skills and experience in OO languages (Java)
  • Strong experience with cloud infrastructure (AWS, Azure, or GCP) and infrastructure as code (Terraform, CloudFormation, or ARM templates)
  • Proven experience applying domain driven design to build complex business applications
  • Deep understanding of multidimensionality of data, data curation and data quality, such as traceability, security, performance latency and correctness across supply and demand processes
  • In-depth knowledge of relational and columnar SQL databases, including database design
  • Expertise in data warehousing concepts (e.g. star schema, entitlement implementations, SQL v/s NoSQL modeling, milestoning, indexing, partitioning)
  • Experience in REST and/or GraphQL
  • Experience in creating Spark jobs for data transformation and aggregation
  • Comfort with Agile operating models (practical experience of Scrum / Kanban)
  • General knowledge of business processes, data flows and the quantitative models that generate or consume data
  • Excellent communications skills and the ability to work with subject matter experts to extract critical business concepts
  • Independent thinker, willing to engage, challenge or learn
  • Ability to stay commercially focused and to always push for quantifiable commercial impact
  • Strong work ethic, a sense of ownership and urgency
  • Strong analytical and problem solving skills
  • Establish trusted partnerships with key contacts and users across business and engineering teams

Preferred Qualifications

  • Financial Services industry experience
  • Experience with Pure/Legend
  • Working knowledge of open-source tools such as AWS lambda, Prometheus

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 www.goldmansachs.com/careers

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