CRED

machine learning engineer

CRED
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9 months ago
Hyderābād, IndiaMid Level

Responsibilities

  • Own and evolve core loan decision-making frameworks, including user approval and eligibility systems.
  • Design, develop, and optimize scalable ML infrastructure and software frameworks for production systems.
  • Help develop agentic AI capabilities such as automated insight generation and internal decision copilots.
  • Support the data and model lifecycle from ingestion and feature engineering through deployment and monitoring.
  • Build generalized multi-tenant systems supporting policy and analytics use cases.
  • Monitor production performance, propose improvements, document learnings, and drive reusable ML system design practices.

Requirements

  • 4+ years of experience building production-grade software systems.
  • Professional experience with Java, Scala, or Python.
  • Familiarity with ML lifecycle and deployment practices, even without deep modeling experience.
  • Ability to translate technical capabilities into business outcomes and demonstrate strong business understanding.
  • Comfort working in a fast-paced startup environment with end-to-end ownership.
  • Ability to build modular, iterative systems, particularly for agentic AI frameworks.

Tech Stack

CRED

About CRED

501-1,000 employees

We're a team of creative, driven and persistent people. We want to create a community of the creditworthy. We want to re-imagine the ideal way of life that works on two way trust and respect. Every partnership, collaboration or idea we create works towards providing an experience beyond imagination. Every member is passionate towards this goal. This passion seamlessly drives us forward. If you have ideas, passion and courage, bring them to the table. Company culture to us stands at the forefront of what we believe in. We aim at finding unique people who will stand the test of time.

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