Overview Seeking a hands-on SAP Asset Management & Data Architect to design and build ML-driven asset intelligence solutions, integrating SAP S/4HANA/EAM data with operational systems such as SCADA, IoT, Historians, MES, LIMS, and other enterprise platforms. Key Responsibilities Architect SAP-based asset intelligence and predictive maintenance solutions. Design integrations between SAP S/4HANA, EAM/PM, SAP BTP, and external operational systems. Build asset-centric data models and real-time/batch data pipelines. Improve asset reliability, performance management, and maintenance optimization. Develop and deploy ML models for: Failure prediction Anomaly detection Asset health & risk assessment Remaining Useful Life (RUL) Predictive maintenance Translate analytics and ML insights into actionable business decisions. Required Experience 12+ years of technology experience with strong SAP expertise. Hands-on experience with SAP S/4HANA, EAM/PM, and SAP BTP. Experience with Asset Performance Management (APM) and Predictive Maintenance. Strong background in Data Architecture, Python, SQL, and Machine Learning. Experience working with time-series, sensor, maintenance, and operational data. Proven experience integrating SAP with external systems and modern cloud platforms. Preferred Skills SAP Datasphere and SAP Analytics Cloud. Experience with cloud-based data and analytics architectures. Ability to connect ML outputs back into SAP business processes. Industry Background Strong preference for candidates from Oil & Gas, Energy, Chemicals, Manufacturing, Utilities, Mining, or other asset-intensive industries. Experience with refineries, pipelines, power plants, or large industrial facilities is highly desirable. With over 90 years' combined experience, NES Fircroft (NES) is proud to be the world's leading engineering staffing provider spanning the Oil & Gas, Power & Renewables, Chemicals, Construction & Infrastructure, Life Sciences, Mining and Manufacturing sectors worldwide. With more than 80 offices in 45 countries, we are able to provide our clients with the engineering and technical expertise they need, wherever and whenever it is needed. We offer contractors far more than a traditional recruitment service, supporting with everything from securing visas and work permits, to providing market-leading benefits packages and accommodation, ensuring they are safely and compliantly able to support our clients.