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Open nowPosted today

AI Field Engineer(FDE)

SINGDATA CLOUD PTE. LTD.

Pay
SGD 4,000 – SGD 8,000 a month
Where
Central, Singapore
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Your applicationOpen nowAI Field Engineer(FDE)SINGDATA CLOUD PTE. LTD. · Central, Singapore

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Share of postings closed within
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  2. 4.8%3 days
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  4. 22.1%14 days
  5. 37.6%30 days
  6. 59.1%60 days
This job: posted today

The posting

At Singdata, we are building an industry-leading AI-Native data platform and application ecosystem. As a member of Singdata’s Singapore AI Innovation Center, you will be at the forefront of Data + AI technologies—combining our powerful data platform capabilities with cutting-edge AI technologies to create enterprise-grade intelligent applications with transformative impact.

Responsibilities

1.Scenario-Driven Application Development

Deeply understand enterprise business scenarios, identify core pain points, and translate them into technical solutions. You will lead the design and development of scenario-specific AI applications, such as intelligent risk control systems, data insight assistants, and more.

2.Understanding Core Architectures of AI Applications

Develop a solid understanding of the following AI application architectural components:

  • Conversational & Task Frameworks: Build LLM-based conversational engines and agent frameworks capable of autonomously executing complex data tasks.
  • RAG Engine Optimization: Design and implement efficient, accurate Retrieval-Augmented Generation (RAG) systems with deep integration of structured and unstructured data.
  • Data-Driven Insight Tools: Develop intelligent analysis tools that automatically detect data patterns, anomalies, and trends.

3.Engineering Excellence & Productization

Drive the process from technology selection and PoC development to full productization. Work closely with product, algorithm, and platform teams to transform technical vision into reliable, user-delighting products.

Requirements (Who You Are)

  • Strong Computer Science Fundamentals: Solid understanding of data structures, algorithms, operating systems, and networks. Proficient in at least one mainstream programming language (Python/Java/C++/Go).
  • Experience in Combining Data & AI: Knowledge of machine learning or LLM fundamentals, plus hands-on experience integrating them with modern data tech stacks (e.g., Spark, Flink, Trino, Doris).
  • Understanding of the AI Application Tech Stack: Familiarity with at least two of the following, with hands-on implementation experience:
  • LLM application development, including prompt engineering and fine-tuning
  • Search systems (ElasticSearch, Vector DBs) and RAG architectures
  • Agent frameworks (LangChain, LlamaIndex) or custom task-planning engines
  • Product & User-Centric Mindset: Passionate about creating user value. Able to zoom out from technical implementation and shape product experience from the user’s perspective. Measure technical success by product outcomes.
  • Learning & Communication Skills: Ability to learn continuously in a fast-evolving field. Excellent communication skills to articulate complex technical concepts and collaborate across teams.

Nice-to-Have

  • AI application development experience in industries such as finance, insurance, or retail
  • Experience with MLOps or DataOps, including model deployment, monitoring, and iteration
  • Contributions to open-source communities or active technical blogging

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