JAC Recruitment

Backend Engineer (Python - AI Systems)

JAC Recruitment

Singapore · Full Time

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Experience
Any
Salary
Openings
1
Posted
1 day ago
Work mode
In office
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Job description

About the Company

The company is a pioneering AI fintech enterprise dedicated to revolutionizing how tasks are accomplished by crafting proactive digital assistants. These systems extend beyond mere prompt responses by integrating AI-driven reasoning, long-term contextual understanding, and automation to expedite and simplify everyday user activities.

Job Responsibilities

  • Develop and maintain robust backend infrastructures to support AI-driven applications at production scale.
  • Architect and enhance inference pipelines, manage model orchestration frameworks, and design reliable service architectures.
  • Ensure operational excellence including comprehensive monitoring, logging, alert systems, troubleshooting, and incident response management.
  • Optimize system throughput by refining inference workload processing, implementing caching and batching techniques, and improving streaming architectures.
  • Create scalable and resilient APIs that bridge frontend applications, machine learning models, and external services effectively.
  • Continuously upgrade platform stability, scalability, and observability utilizing production data and performance metrics.

Candidate Requirements

  • Extensive experience in backend software engineering with a focus on production-level application support.
  • Proven track record of designing and managing distributed systems that handle high throughput with low latency.
  • Knowledge of AI and machine learning serving systems, including large language models, embeddings, and multimodal AI frameworks.
  • Expertise in debugging, monitoring, and tuning complex distributed environments under real-world use conditions.
  • Strong grasp of API development, overall system architecture, and modern cloud-native development technologies.
  • Self-driven with a proactive ownership mentality capable of managing projects end-to-end from conception through deployment and enhancement.
  • Ability to thrive in dynamic, fast-paced settings while making sound, pragmatic engineering choices.

Technical Proficiencies

  • Python programming
  • Node.js development
  • PyTorch framework
  • Experience with OpenAI, Anthropic, and other open-source large language model ecosystems
  • Proficiency with both SQL and NoSQL databases
  • Container orchestration with Kubernetes
  • Containerization using Docker

Working Location

This role is based in Singapore and requires onsite presence.

Tools & software

Python required Docker required Kubernetes required Node.js required PyTorch required

How they work

Problem Solving Adaptability Decision Making Independence Accountability

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