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Intercontinental Exchange

Runs exchanges, data and mortgage technology

AI R&D Engineer

AI Application Engineering +1Confirmed live in the last 24 hours
Full-timeHyderabad, Telangana, IndiaNo salary listedIn-person

About the Job

Requirements

  • At least 5 years of software development experience, including 2 or more years with generative AI or natural language processing.
  • Proficiency in Python, FastAPI, and asyncio.
  • Strong proficiency with Hugging Face, OpenAI APIs, and LangChain.
  • Experience with vector databases such as Pinecone or Weaviate, and with MLflow.
  • Ability to use generative AI tools such as ChatGPT and GitHub Copilot productively, with sound judgment.
  • Strong written and oral English communication skills.
  • Familiarity with financial-market data such as order books and trading events.

Responsibilities

  • Design and deploy retrieval-augmented generation pipelines using LangChain and vector databases.
  • Prototype and evaluate generative AI applications on NYSE data using commercial and open models.
  • Build microservices to serve large language models through APIs, optimizing for performance and cost.
  • Use AI assistants for code generation, testing, and documentation, refining their outputs through expert review.
  • Track experiments using MLflow and deploy using continuous integration and continuous delivery, Docker, and Kubernetes.
  • Define metrics for generative AI performance, including latency, accuracy, and user satisfaction.
  • Share findings and lead technical discussions with New York City stakeholders.
  • Participate in daily video stand-ups during the overlap window and provide asynchronous updates and documentation through Microsoft Teams.

Desired Qualifications

  • A Master of Science or Ph.D. in machine learning, artificial intelligence, or a related field.
  • Peer-reviewed publications in related fields.

About the Company

Intercontinental Exchange

Runs exchanges, data and mortgage technology

Intercontinental Exchange runs financial marketplaces, clearing houses and data services for banks, investors and businesses that trade or finance assets. Its New York Stock Exchange lets companies raise capital and gives investors a place to buy and sell listed shares. ICE also sells market pricing and analytics, while its mortgage software supports lenders from loan applications through closing and servicing. Trading fees, listing fees and subscriptions pay for these services, and clearing houses manage the risk that one side of a trade fails to pay. Founded in 2000 to digitize energy trading, Intercontinental Exchange is headquartered in Atlanta, Georgia.

Company size
10,001+
Company stage
IPO
Headquarters
Atlanta, GA
Founded
2000

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