Machine Learning Engineer

Oolka • 1 month ago
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Salary
≈ $26k – $71k per year (Estimated)
Location
In office (Bengaluru)
Seniority
Middle · 3+ years exp
Overview
Company
Impact
Profile match

Oolka

Oolka is a credit score builder platform collaborating with banks, financial institutions, and other entities to empower individuals for credit management, ensuring transparent reports for better financial health.
oolka.in • Bengaluru • UTC+05:30 • Financial Services • Personal Finance • Credit Cards • Est. 2023

Requirements:

  • 3-5 years building production systems handling > 10k concurrent users.
  • Proven experience with async/event-driven architectures (not just REST APIs).
  • Hands-on experience scaling ML/AI inference in production.
  • Deep understanding of caching strategies (Redis, in-memory, CDN).
  • Experience with message queues and real-time communication protocols.

AI-Specific Expertise:

  • Built systems integrating multiple LLM/AI models in production.
  • Experience with AI model serving frameworks (TensorFlow Serving, Triton, etc. )
  • Understanding of AI inference optimisation (batching, caching, model quantisation).
  • Knowledge of conversation state management and context handling.
  • Has debugged production issues under high AI inference load.

Growth Path:

  • Direct impact on customer subscription retention through performance.
  • Exposure to cutting-edge AI infrastructure challenges.
  • Ownership of technical decisions affecting revenue-generating conversations.
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