LLM Backend Engineer

3 weeks ago

India Sparsa AI Full time

Sparsa AI is a Singapore and Germany based Industrial-AI Startup, building the next generation of agentic AI platform to transform how physical industries—such as manufacturing and logistics—make decisions and optimize their operations. Our AI agents orchestrate complex workflows across business functions and enterprise applications including ERP, MES, CRM and supply chain environments to resolve real-world constraints and unlock productivity.

We're hiring an LLM Backend Engineer to own the complete LLM application lifecycle - from prompt engineering and model management to evaluation frameworks and production monitoring - while developing and maintaining our core agentic SDK.

What you'll do:

  • Design and implement prompt engineering systems, evaluation frameworks, and LLM performance monitoring for production agent deployments
  • Develop and maintain our agentic SDK that powers multi-agent orchestration and tool-calling capabilities across enterprise systems
  • Build LLM operations infrastructure including model serving, version control, A/B testing, and performance optimization pipelines
  • Create comprehensive testing and evaluation suites to ensure agent reliability and measure model performance against business KPIs
  • Work closely with the innovation team to integrate new model capabilities and optimize agent behavior for customer use cases

What we're looking for:

  • 3–5 years of software engineering experience with strong Python proficiency, asynchronous programming (Async IO), and API development skills
  • Hands-on experience building, productionising and maintaining LLM applications including RAG systems, prompt engineering frameworks, evaluation pipelines and preferably, agentic systems.
  • Strong understanding of LLM software development patterns, multi-agent orchestration, and tool-calling frameworks
  • Experience with LLM operations - model serving, monitoring, version control, and performance optimization
  • Familiarity with evaluation methodologies, A/B testing, and metrics collection for ML systems in production
  • Bonus: experience with agentic frameworks (LangChain, Semantic Kernel, CrewAI, AutoGen), MLOps tools, enterprise system integrations

Benefits

  • A core engineering role in a fast-scaling Industrial-AI startup with operations in Singapore and Germany.
  • End-to-end ownership of LLM application development — from prompt engineering to production monitoring — with direct impact on real-world, mission-critical enterprise workflows.
  • Opportunities to work at the intersection of agentic AI, enterprise integrations, and large-scale production systems, shaping the capabilities of our next-generation Agentic SDK.
  • Collaboration with a deeply technical founding team and innovation specialists to integrate cutting-edge model capabilities and deploy them in high-value customer environments.

Join Us at Sparsa AI

If you are passionate about building transformative products at the intersection of AI and industrial operations, we invite you to shape the future with us. This is your opportunity to learn and execute in a fast-growing company that is redefining how the real economy works. At Sparsa AI, you'll work alongside an exceptional team, solve real-world problems, and leave a lasting impact on global industries.

Let's build the future of Industrial AI-Agents—together. If you have the chops, let's connect

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