AI Engineer
Oolka · Bangalore
This job has been flagged as a Not American
Pay
$5k–25k
Setting
On-site
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Oolka at a glance
Founded in 2023
10 - 50
AI Engineer
Oolka
Bangalore2-6 Years
Apply to Oolka
Apply to Oolka
About Oolka
Oolka serves as a co-branded financial product partner, collaborating with banks, financial institutions, and other entities. Oolka's core mission is to simplify credit management, ensuring transparency and ease of use for consumers.
Whether it's a new to credit or aiming to strengthen the financial profile, navigating personal finance can often be complex. Oolka's platform is designed to empower individuals to maintain control over their finances, providing guidance and solutions to traverse the intricacies of credit management smartly. With Oolka, someone can understand, manage, and enhance the credit profile effectively. From personalized insights to actionable tips, Oolka empowers to make informed decisions, navigate credit challenges, and achieve financial goals with confidence.
Job Description
Function: Data Science and Analysis → Data Science / Machine Learning
LLMs
Agentic AI
Responsibilities:
Design and implement asynchronous multi-agent orchestration.
Own end-to-end latency from user message to AI response.
Build resilient inference pipelines that gracefully degrade under load.
Implement intelligent request routing and load balancing for AI workloads.
Migrate critical AI conversation flow from monolith to dedicated services.
Implement WebSocket/streaming infrastructure for real-time chat.
Design circuit breakers and fallback strategies for AI model failures.
Build comprehensive observability for AI system performance.
Optimise credit data retrieval and caching strategies.
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.
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.
Job posted by
Supriya Gupta
Founder
at Hitya Global
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Listed by Oolka for a position based in the United States. Employers on this board attest they are hiring domestically.