Automation Controls Engineer

Senior Automation Controls Engineer (Manufacturing Data & Controls Systems Engineer)Rivian is seeking an experienced Manufacturing Data & Controls Systems Engineer to lead data cleanup, optimization, and KPI alignment initiatives within key manufacturing operations. This role will focus on improving the quality, accuracy, and reliability of manufacturing data streams across General Assembly production lines by eliminating data noise, optimizing PLC-to-SCADA communications, and establishing accurate performance metrics. The successful candidate will work closely with Rivian manufacturing and controls engineering leads to improve operational visibility and support continuous improvement efforts through accurate measurement of critical production KPIs.Key ObjectivesIdentify and eliminate data integrity issues across manufacturing control systems.Establish reliable data foundations for operational performance measurement.Improve the accuracy and consistency of:Mean Time to Repair (MTTR)Mean Time Between Failures (MTBF)Operational Production Ratio (OPR)Root-cause bottleneck identification and analysisOptimize manufacturing data pipelines to support data-driven decision-making and continuous improvement.Scope of WorkThe role will support manufacturing data optimization efforts within:General Assembly R1 (GA R1)General Assembly Electric Delivery Van (GA EDV)The engineer will collaborate directly with Rivian internal manufacturing, controls, and operations leaders to assess current-state systems, identify improvement opportunities, and implement sustainable solutions.Key ResponsibilitiesControls & Data Systems AssessmentConduct audits of Allen-Bradley (Rockwell Automation) PLC programs, tag structures, and communication architectures.Review Ignition SCADA/MES gateway configurations, database connections, transaction groups, and scripting environments.Identify sources of data noise, false fault conditions, duplicate events, and inaccurate production reporting.Data Cleanup & OptimizationClean and optimize real-time and historical manufacturing data pipelines.Remove redundant, erroneous, and low-value data points that impact downtime tracking and production reporting.Implement tag rationalization strategies, filtering methods, and deadband adjustments to improve data quality.Improve data collection and event logging processes to increase overall system reliability.KPI Development & ReportingConfigure data structures and reporting mechanisms that accurately support MTTR, MTBF, OPR, and bottleneck analysis calculations.Align manufacturing data streams with Rivian's operational performance framework.Develop processes for ongoing monitoring of data quality and KPI accuracy.Continuous Improvement & Stakeholder CollaborationPartner with controls engineers, manufacturing engineers, production teams, and internal project leads.Recommend solutions that provide immediate operational impact and measurable return on investment.Establish and support a regular reporting cadence for tracking project progress and data integrity improvements.Technical Skills Must HaveAllen Bradley PLCEplan Electric P8IgnitionPanelViewPrior Experience with Rivian, GM, FordRequired Qualifications Technical ExpertiseExtensive experience with Allen-Bradley (Rockwell Automation) PLCs, including:PLC programming and troubleshootingTag management and architectureFactory automation systems integrationAdvanced experience with Ignition by Inductive Automation, including:Python scriptingTransaction GroupsUDTs (User Defined Types)Database logging and optimizationGateway configuration and troubleshootingStrong understanding of manufacturing data acquisition, historian systems, and industrial networking.Manufacturing ExperienceExperience supporting automotive, industrial, or high-volume manufacturing environments.Demonstrated success improving production reporting and manufacturing KPI accuracy.Knowledge of equipment downtime tracking, fault management, and continuous improvement methodologies