18 часов назад
Software Engineer - AI
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer - AI (Python/LLM): Building production AI applications, backend services, APIs, and agentic workflows for an internal AI platform with an accent on reliable software delivery, observability, and reusable platform components. Focus on designing multi-step LLM workflows, operating cloud services, evaluating application quality, and improving security and production performance.
Location: Singapore
Company
is a fast-growing fintech company headquartered in Singapore, building responsible credit and financial products for underserved individuals and small businesses across Southeast Asia and other markets.
What you will do
- Design, build, deploy, and operate production AI applications, backend services, APIs, integrations, and LLM-powered agent workflows.
- Own delivery end to end, including requirements clarification, architecture, implementation, testing, deployment, troubleshooting, and continuous improvement.
- Use AI coding agents to prototype and implement changes while maintaining accountability for security, design, and production quality.
- Measure and improve application quality using tests, traces, observability, user feedback, and LLM or agent evaluations.
- Turn successful internal AI patterns into documented, reusable platform components.
- Collaborate with engineering, product, security, data science, business, and internal user teams on AI platform adoption.
Requirements
- 3+ years of professional software engineering experience, including hands-on Python development for production backend services or APIs.
- 2+ years of experience with relational databases such as PostgreSQL or MySQL, including schema design, SQL, indexing, and query-performance analysis.
- 2+ years of experience deploying, operating, and monitoring backend services on AWS or GCP with Docker or Kubernetes and CI/CD pipelines.
- Hands-on experience building LLM-powered applications with agents, tools, and multi-step workflows, including areas such as RAG, evaluations, guardrails, streaming, or agent frameworks.
- Experience using AI coding agents such as Claude Code or Codex for prototyping, implementation, testing, failure investigation, and code review.
- Strong problem-solving, communication, and cross-functional collaboration skills.
Nice to have
- Bachelor’s degree in Computer Science, Software Engineering, or a related field, or equivalent practical experience.
- Experience scaling LLM platforms for 1,000+ active users and managing latency, concurrency, reliability, and cost.
- Knowledge of emerging LLM capabilities, MCP/A2A, agent memory, evaluation, safe code execution, model routing, streaming, or fine-tuning.
- Experience building enterprise knowledge-access and retrieval systems with relevance, source attribution, and access permissions.
- Experience with production model adaptation and serving, including SFT, LoRA, DPO, RLHF, GRPO, distillation, quantization, or vLLM.
Culture & Benefits
- Hands-on ownership of meaningful parts of an internal AI transformation platform.
- Work in a fast-moving environment with ambiguous requirements and opportunities to ship quickly.
- Collaborate across engineering, research, product, security, data science, business, and user teams.
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