Role & responsibilities
Understand technical scope and Support discovery, requirement gathering, and model-building preparation for productive development.
Experience in reviewing and understanding P&IDs;, PFDs, and performance & efficiency calculations to perform accurate and comprehensive tag mapping
Deploy models into customer settings aligned with their specific needs.
Conduct rigorous validation and quality assurance on all deployed models.
Collaborate closely with Project Managers and Technical Consultants to meet project timelines and quality benchmarks.
Provide structured feedback to the Product team to improve functionality, user experience, and deployment speed.
Identify opportunities to automate repetitive tasks and increase efficiency across the model-building workflow.
Develop and share domain knowledge and implement best practices to continuously raise the quality bar.

Preferred candidate profile

Must Have:
Hands-on Experience: 2+ years of hands-on Experience deploying analytics solutions, ML, or rule-based models.
Quality Assurance and Validation Skills: Ability to define and execute validation steps to ensure model accuracy and output reliability.




Bachelor's in Mechanical, Chemical, Instrumentation, or Industrial Engineering
Solid grounding in reliability practice RCM, FMEA, RCA, condition monitoring, predictive maintenance
Working knowledge of process operations in at least one of: Oil & Gas, Refining, Petrochemical, Chemical, or Power Generation
Ability to Work in a Structured, Scalable Way: Familiar with documenting processes, following checklists, and contributing to repeatable workflows.

Stong Plus
Experience in Industrial AI/ML Solutions: Previous implementation of work in AI/ML platforms in manufacturing, oil & gas, or chemical environments.
Experience with Tag Mapping and Data Integration: Proficiency in reviewing and mapping sensor tags from control systems like DCS/SCADA/Historians to platform inputs.
Experience with one or more APM or historian platforms: AVEVA PRiSM, AVEVA PI System / PI Vision, GE SmartSignal, Honeywell APM, Bently Nevada System 1, Seeq
Hands-on experience with asset performance management (APM) platforms, industrial systems, or reliability engineering.

📌 Reliability Engineer/implementation Engineer/apm Consultant Hyderabad (India)
🏢 Simsol engineering solutions
📍 India