7 дней назад
Sr. Data Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Data Engineer (AI): Building scalable data platforms, APIs, backend services, and GenAI-powered applications for digital marketing and customer engagement with an accent on streaming data, agentic architectures, and enterprise AI governance. Focus on designing RAG and tool-calling workflows, implementing guardrails against AI risks, and optimizing reliability, latency, token usage, and operational cost.
Location: Singapore; at least 3 days per week in the office
Company
is a global payments technology company enabling transactions between consumers, merchants, financial institutions, and government entities.
What you will do
- Design, develop, and operate scalable data platforms, pipelines, APIs, integrations, and backend services for digital marketing and customer engagement solutions.
- Build secure, resilient, observable systems for real-time, streaming, and batch processing workloads.
- Develop GenAI-powered applications, AI agents, and intelligent workflows using retrieval, tool calling, orchestration, memory, and human-in-the-loop patterns.
- Integrate enterprise systems, APIs, data sources, and AI platforms using interoperability standards such as MCP.
- Implement AI governance, security controls, guardrails, monitoring, telemetry, and evaluation frameworks.
- Use AI-assisted development tools and coding agents across design, development, testing, debugging, code review, and documentation.
Requirements
- 2+ years of relevant experience with a bachelor’s degree, or 5+ years of relevant experience.
- Strong programming skills in Java, Python, or similar languages, with experience in scalable data platforms, APIs, microservices, and cloud-native applications.
- Experience with distributed systems, event-driven architectures, Kafka or similar streaming technologies, CI/CD, automated testing, observability, and production support.
- Experience building or integrating Generative AI and LLM-powered applications, including RAG, vector search, embeddings, semantic retrieval, and context management.
- Experience with agentic AI, tool calling, workflow orchestration, AI guardrails, governance, security controls, and responsible AI practices.
- Must work from the Singapore office at least 3 days per week.
Nice to have
- Experience with LangChain, LangGraph, Semantic Kernel, Spring AI, CrewAI, AutoGen, or equivalent AI frameworks.
- Experience with MCP, A2A communication, AgentOps, LLMOps, vector databases, knowledge graphs, enterprise search, or context engineering.
- Experience with AI and data solutions on Azure, AWS, or Google Cloud.
- Experience in digital marketing, customer engagement, personalization, or MarTech platforms.
- Experience mentoring engineers and influencing technical direction across teams.
Culture & Benefits
- Work on payments technology serving more than 200 countries and territories.
- Contribute to secure, production-ready platforms and enterprise-grade AI solutions.
- Collaborate with product managers, architects, software engineers, data scientists, cybersecurity partners, and business stakeholders.
- Operate in a structured hybrid work environment with regular office collaboration.
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