Machine Learning Engineer, Predictive Maintenance
MaintainXSalary not specified
Full Time
Junior (1 to 2 years)
Not SpecifiedCompensation
Mid-level (3 to 4 years)Experience Level
Full TimeJob Type
UnknownVisa
Healthcare, Medical DevicesIndustries
Requirements
- Efficiently use Microsoft Office suite (Excel, etc.)
- Experience working within regulated environments
- Ability to work independently
- Excellent communicator with all levels of the organisation
- Ability to work with a diverse set of individuals and teams
Responsibilities
- Collaborate with the Maximo system administrator to develop and manage KPIs and metrics related to engineering services and production performance, ensuring alignment with operational goals
- Monitor, report, and act on KPI results in partnership with the Engineering Process Area, driving continuous improvement and operational excellence
- Track and analyse recurring and critical equipment failures, leading Root Cause Analysis (RCA) initiatives using appropriate methodologies such as 5 Whys, Fault Tree Analysis, Event Tree Analysis, and Kepner-Tregoe
- Facilitate cross-functional reviews of equipment failure impacts with relevant stakeholders, ensuring alignment on corrective and preventive actions
- Perform predictive analysis using data from Maximo and other systems to anticipate failures and optimize preventive maintenance strategies
- Review and support preventive maintenance (PM) and demand maintenance activities to ensure effectiveness and alignment with reliability goals
- Develop and implement proactive maintenance procedures and best practices to enhance equipment performance and reduce downtime
- Create and monitor life cycle asset management plans to maximize equipment longevity and performance
- Lead and support activities within the Reliability Roadmap, driving initiatives in Predictive Maintenance, including vibration analysis, thermographic imaging, data processing, digitalization, and machine learning applications to enhance equipment reliability and performance
- Engage with technicians, engineers, and the training department to support the development of training programs for new equipment and reliability practices
- Provide technical support to engineers and technicians on production equipment, troubleshooting complex issues and recommending sustainable solutions
- Monitor Overall Equipment Effectiveness (OEE) and develop targeted improvement plans to enhance operational efficiency
- Serve as an internal consultant, advising teams on complex processes and procedures, supported by detailed analysis and cost-effective recommendations
- Perform other related tasks as required to support the reliability and performance of manufacturing operations
Skills
Maximo
KPIs
Preventive Maintenance
Corrective Maintenance
Regulated Environments
Cross-functional Collaboration
Metrics Development
Production Performance
Abbott
Healthcare solutions in diagnostics and devices
About Abbott
Abbott Laboratories focuses on improving health through various medical technologies and health solutions. The company operates in areas such as cardiovascular health, diabetes management, diagnostic testing, nutrition, and neuromodulation for chronic pain and movement disorders. Abbott's products include advanced medical devices and diagnostic tests that help healthcare professionals and patients manage health conditions effectively. For example, their cardiovascular technologies assist in heart health management, while diabetes care products enable accurate glucose monitoring without painful fingersticks. Unlike many competitors, Abbott emphasizes accessibility and affordability in its offerings, aiming to make life-changing technologies available to a broader audience. The company's goal is to positively impact global health and well-being, supported by a commitment to sustainability and a 2030 Sustainability Plan.
Lake Bluff, IllinoisHeadquarters
1888Year Founded
IPOCompany Stage
HealthcareIndustries
10,001+Employees