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기업
북마크
넥스트증권

Backend Engineer(Singapore)

넥스트증권

경력 5년 이상

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넥스트증권

Backend Engineer(Singapore)

Summary

We’re looking ​for ​an ​experienced Backend ​Engineer – Recommendation Systems ​to ​grow with ​us. In this ​role, you ​will ​design, develop, ​and ​operate ​recommendation system backends ​for ​next-generation AI-powered financial ​retail ​and ​media services.


[Key Responsibilities]

  • Design, ​develop, and ​operate ​recommendation systems ​for AI-driven ​new ​business services.
  • Optimize multimodal ​model inference ​for latency, memory usage, and cost efficiency, and integrate these optimizations into recommendation systems.
  • Improve and scale architecture and infrastructure to support large-scale user traffic, considering scalability and load balancing.


[Required Qualifications]

  • 5+ years of backend engineering experience.
  • Strong familiarity with the full lifecycle of recommendation system development.
  • Hands-on experience designing and operating large-scale ML serving architectures (e.g., Kubernetes, Docker, Ray Serve).
  • Ability to independently evaluate trade-offs, make decisions, and execute effectively.


[Preferred Qualifications]

  • Proven experience delivering measurable business impact through ML-based production services.
  • Experience with LLM inference optimization technologies such as Flash Attention, Quantization, and TensorRT.
  • Experience managing SLAs and optimizing latency/throughput for financial services.
  • Experience with MLOps and observability tools such as Datadog, Prometheus, and Grafana.
  • Deep expertise and hands-on experience in at least one or more of the following recommendation system components:
  • Data ingestion and logging pipelines
  • Feature store infrastructure operations and management
  • Model serving infrastructure operations and management
  • Real-time recommendation retrieval systems
  • Ranking and post-processing engines
  • A/B testing and experimentation platforms
  • Monitoring and operational automation


[Global Hiring Notice]

This position is open to global candidates. Work arrangements, employment terms, and requirements may be adapted according to local conditions and applicable regulations.


[Required Application Materials]

  • Resume (no specific format required)
  • (Optional) Links to GitHub, technical blog, or portfolio.


Contact: HR Team – [email protected]


[Notes]

  • Any falsified information found in the submitted materials or during the hiring process may result in cancellation of employment.
  • To ensure smooth recruitment, simultaneous applications for multiple positions are not allowed. Please apply carefully.
  • Recruitment is on a rolling basis and may close early once a successful candidate is selected.
  • Interviews are typically one-on-one or panel-style and last up to one hour.