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Staff Reliability Engineer (System-Level Modeling - SOFC Systems)

External
bloomenergy logoBloomenergy · Bangalore, India
Full-timeOn-site4d ago
Data AnalysisMATLABPython
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Responsibilities

  • Own and maintain system-level reliability/availability models for SOFC products, subsystems, and service architectures (redundancy, bypass, standby system, maintenance strategies, operating profiles).
  • Develop and validate RBD models using ReliaSoft BlockSim; establish modeling standards, libraries, and peer-review practices.
  • Build Markov/state-transition models and run Monte Carlo simulations to quantify availability, MTBF/MTTR, and uncertainty/sensitivity.
  • Lead data-to-model parameterization from field, test, and supplier inputs (failure/repair distributions, censoring, restoration factors, common-cause assumptions) and calibrate to fleet performance.
  • Deliver trade studies and recommendations to influence design and service decisions; communicate results clearly to crossfunctional stakeholders.
  • Mentor engineers/analysts on reliability modeling methods and support global execution across India and the U.S.
  • Required Qualifications
  • Bachelor's or Master's degree in Reliability, Mechanical, Electrical, Systems, Industrial Engineering (or related).
  • 4-6 years of experience in reliability engineering, including ownership of system-level reliability/availability modeling for complex, repairable systems.
  • Proficiency in RBD and availability modeling, including hands-on expertise with ReliaSoft BlockSim.
  • Strong experience with Markov/state-transition modeling and Monte Carlo analysis. Strong statistical foundation for reliability data interpretation (failure/repair distributions, censored data, uncertainty communication).
  • Strong interpersonal and communication skills to collaborate with product engineering, service, operations, and reliability stakeholders across time zones.
  • Preferred Skills
  • Experience with fuel cells, power generation, or high-temperature electro-thermal systems.
  • Experience using FRACAS/warranty/field data to calibrate models and validate projections against fleet performance. Reliability data analysis experience (e.g., Weibull, Crow-AMSAA) and ability to automate analysis using Python/MATLAB (version control preferred).
  • Why You'll Love This Role
  • High impact: your models directly influence design choices, service strategy, and customer uptime for future and deployed fleets.
  • End-to-end ownership: build the system view by connecting architecture, field performance, and maintainability into decision ready insights.
  • Deep technical scope: apply RBD/BlockSim, Markov/state-transition modeling, and Monte Carlo simulation to complex, repairable systems.

Additional Information

We are seeking a Staff Reliability Engineer to lead system-level reliability and availability modeling for Bloom Energy's solid oxide fuel cell (SOFC) distributed power generation systems. This role focuses on building reliability block diagram (RBD) models, Markov/state-transition models, and Monte Carlo simulations to translate field and test data into actionable insights that improve uptime, service strategy, and product design decisions.


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