3 months ago
Singapore, SingaporeMid Level / Senior
Responsibilities
- Build and deploy machine learning and LLM-powered applications, agentic workflows, and automation pipelines.
- Prototype AI use cases and convert validated prototypes into maintainable production components, services, or applications.
- Own the assigned solutions’ design, build, testing, deployment, monitoring, and support lifecycle.
- Apply MLOps practices including model versioning, experiment tracking, deployment, monitoring, and retraining.
- Support feature engineering, model validation, performance testing, model evaluation, and drift monitoring.
- Implement prompt engineering, orchestration workflows, tool use/function calling, and RAG pipelines.
- Build intelligent automation workflows integrating AI models with ERP, CRM, and ITSM platforms.
- Develop APIs and microservices and implement monitoring, logging, and alerting for deployed AI solutions.
- Collaborate with the AI Architect and data engineering teams and provide enablement sessions, demos, and technical documentation.
Requirements
- Bachelor’s degree or equivalent experience in IT, Computer Science, Engineering, Data, or AI.
- 3–5 years of working experience, including at least 2 years focused on AI/ML or LLM application development.
- Strong Python proficiency, including FastAPI, asynchronous programming, and data manipulation.
- Hands-on experience with LangChain, LlamaIndex, RAG systems, and vector database integrations.
- Experience with API development and enterprise system integration.
- Experience with AutoGen, CrewAI, and LangGraph agentic frameworks.
- Familiarity with OpenAI, Anthropic, Google, and open-source models through HuggingFace.
- Exposure to model training, MLOps practices, and fine-tuning workflows.
- Experience contributing hands-on technical design, engineering, implementation, and support to AI, data-driven platform, automation, or IT transformation initiatives.
- Exposure to collaborative projects and agile delivery; 0–1 years of management experience is listed.
Benefits
- 3-year fixed-term contract.
- Placement in Singapore and open only to Singapore citizens or permanent residents.
- Applications must include the latest resume and be submitted through the Fugro Careers website or linked portals.
Tech Stack
FastAPIPython
Categories
About Fugro
Fugro provides geo-data acquisition, analysis, and consulting to help clients design, build, and operate marine and land assets. Its services span geotechnical investigations, offshore surveys, subsea inspection, and geospatial mapping for energy (including offshore wind and oil and gas), infrastructure, and public-sector projects. Founded in 1962 and headquartered in Nootdorp, Netherlands, Fugro is a public company listed on Euronext Amsterdam.