全职 AI ENGINEER - Industrial Water Analytics 工作, 薪水 up to SGD 5,500, FLOTECH CONTROLS PTE LTD North Region (Singapore) 公司招聘中 - Ricebowl

Responsibilities

AI & Data Engineering

Design and implement AI-powered pipelines for industrial water applications such as:

• Sensor anomaly detection
• Water quality prediction and sensor drift detection
• Predictive maintenance for pumps, valves, and meters
• Develop predictive machine learning and time-series analytics pipelines for high-frequency sensor data
• Build and maintain feature engineering pipelines for physical and hydraulic signals

IoT & Systems Integration

• Integrate AI Agents with IoT platforms, SCADA systems, and edge devices
• Deploy models across cloud and edge environments (containerized or embedded)
• Collaborate with domain experts, firmware and hardware teams to translate operational requirements to AI-driven solutions
• Optimize models for latency, reliability, and efficiency

Cloud & Agentic AI Workflows

• Integrate AI agents with IoT sensors and cloud data platforms.
• Develop AI-driven data analysis, anomaly detection, root-cause analysis, and recommendation engines for water operations
• Implement Retrieval-Augmented Generation (RAG),knowledge graphs, and LLM-based decision-support systems
• Deploy AI services using cloud platforms (e.g., Azure, AWS, or equivalent)
• Design APIs and data services for real-time and batch inference
• Monitor workflow performance and data quality in production

Applied Research &Innovation

• Apply physics-informed ML, hybrid models, or graph-based approaches where applicable
• Translate operational problems into solvable AI solutions
• Prototype and validate solutions using real industrial datasets
• Document models clearly for engineering, operations, and regulatory review

Requirements:

Technical Skills

• Hands-on experience with machine learning for time-series data
• Hands on experience with LLMs and prompt engineering
• Experience building or integrating agentic AI workflows
• Familiarity with RAG, vector databases, LangChain like frameworks
• Solid understanding of statistics, signal processing, and anomaly detection
• Experience handling IoT data pipelines(streaming and batch)
• Familiarity with cloud platforms and containerization (Docker/Kubernetes)

Domain & Systems Awareness

• Understanding of industrial or physical systems (water, energy, manufacturing, or utilities preferred)

FLOTECH CONTROLS PTE LTD

Established in 1982, Flotech Controls Pte Ltd has attained recognition over the years as a reliable and customer-oriented supplier. We are committed to continuously provide industrial measurement solutions, control systems and technical services with the best quality and value according to customers’ requirements. Over the years, we have established a solid track record in the marine/offshore, water/wastewater, semiconductor, power, oil refining, chemical/petrochemical and pulp/paper industries.

Through years of experience in instrumentation, measurement and controls, we have developed innovative IIoT-based solutions to tackle future challenges faced in water, building and energy management.

Examples of our current technological solutions include IoT-based remote water quality monitoring, water consumption monitoring, IoT-based remote valve control, leak detection and energy monitoring.