Continuous Improvement Manager
for section headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule.
We must not repeat job title as heading. No Job ID. Remove boilerplate like EEO, equal opportunity, scam warning, navigation, cookie, legal, duplicated lines, application instructions.
We need to preserve all substantive information. So we need to extract:
- Intro about Modine: "For more than 100 years, Modine has solved the toughest thermal management challenges for mission-critical applications. Our purpose of Engineering a Cleaner, Healthier World™ means we are always evolving our portfolio of technologies to provide the latest heating, cooling, and ventilation solutions. Through the hard work of more than 11,000 employees worldwide, our Climate Solutions and Performance Technologies segments advance our purpose with systems that improve air quality, reduce energy and water consumption, lower harmful emissions, enable cleaner running vehicles, and use environmentally friendly refrigerants. Modine is a global company headquartered in Racine, Wisconsin (U.S.), with operations in North America, South America, Europe, and Asia. For more information about Modine, visit modine.com."
That is about the company; could be placed under "About the role"? Actually "About the role" is typical heading for role description. But we have a paragraph about the company; we could put that under "About the role" or maybe "About Modine". The instruction says use headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we should use those headings only if there is content. We have content for About the role (the description of the role and company). We have Responsibilities (the bullet list). We have Required Education & Qualifications (that's qualifications). Also there is "Why Choose Modine?" which includes benefits. So we can put Benefits section.
We also have "Education Requirements" which is part of qualifications.
We have no explicit Pay or Schedule info, so we should NOT create those sections.
We need to use - for any list of duties/requirements/benefits. So responsibilities list, qualifications list, benefits list.
We need to preserve all substantive information, not invent or summarize away detail. So we need to keep the details exactly as given, but we can format as list items.
We must remove duplicated lines, boilerplate. The posting includes repeated benefit statements: "Modine provides a competitive benefit package..." etc. We'll keep only unique substantive info.
Let's extract sections:
About the role: Could combine the introductory paragraph about Modine and the position description: "We are seeking a highly motivated and strategic Continuous Improvement Manager to lead process optimization and operational excellence initiatives across our manufacturing plant specializing in chillers for data centers. This role is designed to sit independently atop the function, ensuring direct influence over all areas of manufacturing and enabling transformational change without being embedded within operations. The Continuous Improvement Manager will responsible for developing and executing strategies to improve efficiency, reduce wase, and enhance overall performance while fostering a culture of continuous improvement across the organization"
Note there is a typo "wase". We must preserve as is.
We'll put that in
.
Responsibilities: The bullet list under "Key Responsibilities". It's a paragraph with many sentences separated by periods. We need to turn into list items. Each responsibility seems separated by a period after a bold heading? Actually the text:
"Key Responsibilities Continuous Improvement Strategy & Execution: Implement 1-minute management concepts through visual management tools.Lead the deployment of the LMS ( Lean Management System) rooted in Daily Management, aligned and focused on 80/20 improvement driving accountability at all levels of the organization.Develop and drive a plant-wide continuous improvement roadmap that aligns with business goals and enhances operational efficiency.Responsible for the creation, maintenance and implementation of the Ideal state VSM ( Value Stream Map) and transformation plan for the site.Responsible for Customer TAKT requirements by identifying and implementing strategies to achieve the required capacity to meet the Customer schedules @ 98% or greater OTD. This is to be executed through the use of tools such as ( Material flow analysis | KANBAN |Line balancing | Sub Assembly | Scheduling boards | Daily Management ( Tier) | Kitting | Tugger Delivery | Standard Work ( Operators & Leaders) | Data availability and reporting ) to eliminate bottlenecks, inefficiencies, and waste in production, assembly, and supply chain operations.Develop and deploy the lead one, teach one philosophy in deployment of the CI acumen across the Data Center organization.Serve as the subject matter expert with respect to Lean practices and tools. Develop the playbook/matrix for the application of such tools.Lead Lean, Six Sigma, and Kaizen initiatives to optimize manufacturing processes, reduce variability and improve product quality.Implement and oversee standard work processes, automation opportunities, and best practices for sustainable improvements. Cross-Functional Leadership & Change Collaborate with leadership, operations, engineering, and supply chain teams to identify and prioritize improvement projects.Serve as change agent, ensuring that new processes are adopted and sustained across all levels of the organization.Train and mentor employees on continuous improvement methodologies, fostering an environment of innovation and accountability.Lead and facilities Kaizen events, workshops, and cross-functional problem-solving sessions to drive engagement and results. Performance Measurement & Data Driven Decision Making Develop and build a Daily Management System to track key performance indicators (KPI’s) to measure the success of improvement initiatives.Utilize data analytics, root cause analysis (RCA), and statistical process controls (SPC) to drive decision making continuous improvement efforts.Conduct regular (LPA) Layered Process Audits and assessments to ensure processed adherence and identify further improvement opportunities. Efficiency & Cost Reduction Lead cost-reduction initiatives through value stream mapping, cycle time reduction, and process reengineering.Optimize material flow, inventory management, and resource allocation to enhance throughput and reduce operational costs.Drive improvement in energy efficiency and sustainability within manufacturing operations."
We need to split into logical items. Could treat each sentence after a period as separate item, but some sentences are long and contain multiple responsibilities. Better to keep as list items each starting after a period that begins a capital letter? Might be okay to split by periods and treat each as
- . However some items contain parentheses and lists inside; we can keep them as is.
We'll produce
- for each responsibility sentence.
We need to be careful not to lose any content.
Let's manually split:
1. Implement 1-minute management concepts through visual management tools.
2. Lead the deployment of the LMS ( Lean Management System) rooted in Daily Management, aligned and focused on 80/20 improvement driving accountability at all levels of the organization.
3. Develop and drive a plant-wide continuous improvement roadmap that aligns with business goals and enhances operational efficiency.
4. Responsible for the creation, maintenance and implementation of the Ideal state VSM ( Value Stream Map) and transformation plan for the site.
5. Responsible for Customer TAKT requirements by identifying and implementing strategies to achieve the required capacity to meet the Customer schedules @ 98% or greater OTD. This is to be executed through the use of tools such as ( Material flow analysis | KANBAN |Line balancing | Sub Assembly | Scheduling boards | Daily Management ( Tier) | Kitting | Tugger Delivery | Standard Work ( Operators & Leaders) | Data availability and reporting ) to eliminate bottlenecks, inefficiencies, and waste in production, assembly, and supply chain operations.
6. Develop and deploy the lead one, teach one philosophy in deployment of the CI acumen across the Data Center organization.
7. Serve as the subject matter expert with respect to Lean practices and tools. Develop the playbook/matrix for the application of such tools.
8. Lead Lean, Six Sigma, and Kaizen initiatives to optimize manufacturing processes, reduce variability and improve product quality.
9. Implement and oversee standard work processes, automation opportunities, and best practices for sustainable improvements.
10. Cross-Functional Leadership & Change Collaborate with leadership, operations, engineering, and supply chain teams to identify and prioritize improvement projects.
11. Serve as change agent, ensuring that new processes are adopted and sustained across all levels of the organization.
12. Train and mentor employees on continuous improvement methodologies, fostering an environment of innovation and accountability.
13. Lead and facilities Kaizen events, workshops, and cross-functional problem-solving sessions to drive engagement and results.
14. Performance Measurement & Data Driven Decision Making Develop and build a Daily Management System to track key performance indicators (KPI’s) to measure the success of improvement initiatives.
15. Utilize data analytics, root cause analysis (RCA), and statistical process controls (SPC) to drive decision making continuous improvement efforts.
16. Conduct regular (LPA) Layered Process Audits and assessments to ensure processed adherence and identify further improvement opportunities.
17. Efficiency & Cost Reduction Lead cost-reduction initiatives through value stream mapping, cycle time reduction, and process reengineering.
18. Optimize material flow, inventory management, and resource allocation to enhance throughput and reduce operational costs.
19. Drive improvement in energy efficiency and sustainability within manufacturing operations.
Check for any missing: The original also had "Lead and facilities Kaizen events" maybe missing a word "Lead and facilitate". We'll keep as is.
Now Required Education & Qualifications: The text:
"Required Education & Qualifications 5+ years of experience in continuous improvement, Lean manufacturing or operational excellence within a manufacturing environment.Proven expertise in Lean, Six Sigma (Green or Black Belt preferred), Kaizen, and other process improvement methodologies.Strong knowledge of manufacturing processes, industrial engineering, and production systems—preferably in HVAC, refrigeration, or related items.Experience with ERP/MES systems, data analytics tools, and process automation technologies.Exceptional leadership, communication, and facilitation skills within a track record of driving cultural transformation and operational excellence.Ability to work cross-functionally an influence stakeholders at all events without direct authority.Proficiency in problem-solving tools such as FMAIC, MEA, SPC, and root cause analysis. Education Requirements Bachelor’s degree in Engineering, Manufacturing, Business, or a related field (Master’s degree preferred."
We need to split into list items for qualifications.
Let's split:
- 5+ years of experience in continuous improvement, Lean manufacturing or operational excellence within a manufacturing environment.
- Proven expertise in Lean, Six Sigma (Green or Black Belt preferred), Kaizen, and other process improvement methodologies.
- Strong knowledge of manufacturing processes, industrial engineering, and production systems—preferably in HVAC, refrigeration, or related items.
- Experience with ERP/MES systems, data analytics tools, and process automation technologies.
- Exceptional leadership, communication, and facilitation skills within a track record of driving cultural transformation and operational excellence.
- Ability to work cross-functionally an influence stakeholders at all events without direct authority.
- Proficiency in problem-solving tools such as FMAIC, MEA, SPC, and root cause analysis.
- Bachelor’s degree in Engineering, Manufacturing, Business, or a related field (Master’s degree preferred.
Note there is a typo "an influence" should be "and influence" but we keep as is.
Now Benefits: The "Why Choose Modine?" section includes:
Health & Well-being Day One
Competitive health, dental & vision insurance coverage
Employee Assistance Program
After 90 days of continuous employment
Maternity Leave (12 weeks at 100% pay)
8 weeks of short term disability leave paid at 100%
4 weeks of paid parental leave paid at 100%
Paternity Leave (4 weeks at 100% pay)
Financial Benefits
401k Retirement plan and company paid match
Life Insurance
Health Savings Account (HSA) with employer contribution
Flexible Spending Accounts (FSA)
Short Term Disability (company paid)
Long Term Disability
Work-Life Balance
Competitive time-off policies
Tuition Reimbursement
To view full benefits information: MyModine Benefits
Also later: "Modine provides a competitive benefit package, which could include paid vacation, short term disability, 401(k), health, dental, vision,
. Responsibilities: The bullet list under "Key Responsibilities". It's a paragraph with many sentences separated by periods. We need to turn into list items. Each responsibility seems separated by a period after a bold heading? Actually the text: "Key Responsibilities Continuous Improvement Strategy & Execution: Implement 1-minute management concepts through visual management tools.Lead the deployment of the LMS ( Lean Management System) rooted in Daily Management, aligned and focused on 80/20 improvement driving accountability at all levels of the organization.Develop and drive a plant-wide continuous improvement roadmap that aligns with business goals and enhances operational efficiency.Responsible for the creation, maintenance and implementation of the Ideal state VSM ( Value Stream Map) and transformation plan for the site.Responsible for Customer TAKT requirements by identifying and implementing strategies to achieve the required capacity to meet the Customer schedules @ 98% or greater OTD. This is to be executed through the use of tools such as ( Material flow analysis | KANBAN |Line balancing | Sub Assembly | Scheduling boards | Daily Management ( Tier) | Kitting | Tugger Delivery | Standard Work ( Operators & Leaders) | Data availability and reporting ) to eliminate bottlenecks, inefficiencies, and waste in production, assembly, and supply chain operations.Develop and deploy the lead one, teach one philosophy in deployment of the CI acumen across the Data Center organization.Serve as the subject matter expert with respect to Lean practices and tools. Develop the playbook/matrix for the application of such tools.Lead Lean, Six Sigma, and Kaizen initiatives to optimize manufacturing processes, reduce variability and improve product quality.Implement and oversee standard work processes, automation opportunities, and best practices for sustainable improvements. Cross-Functional Leadership & Change Collaborate with leadership, operations, engineering, and supply chain teams to identify and prioritize improvement projects.Serve as change agent, ensuring that new processes are adopted and sustained across all levels of the organization.Train and mentor employees on continuous improvement methodologies, fostering an environment of innovation and accountability.Lead and facilities Kaizen events, workshops, and cross-functional problem-solving sessions to drive engagement and results. Performance Measurement & Data Driven Decision Making Develop and build a Daily Management System to track key performance indicators (KPI’s) to measure the success of improvement initiatives.Utilize data analytics, root cause analysis (RCA), and statistical process controls (SPC) to drive decision making continuous improvement efforts.Conduct regular (LPA) Layered Process Audits and assessments to ensure processed adherence and identify further improvement opportunities. Efficiency & Cost Reduction Lead cost-reduction initiatives through value stream mapping, cycle time reduction, and process reengineering.Optimize material flow, inventory management, and resource allocation to enhance throughput and reduce operational costs.Drive improvement in energy efficiency and sustainability within manufacturing operations." We need to split into logical items. Could treat each sentence after a period as separate item, but some sentences are long and contain multiple responsibilities. Better to keep as list items each starting after a period that begins a capital letter? Might be okay to split by periods and treat each as
- for each responsibility sentence. We need to be careful not to lose any content. Let's manually split: 1. Implement 1-minute management concepts through visual management tools. 2. Lead the deployment of the LMS ( Lean Management System) rooted in Daily Management, aligned and focused on 80/20 improvement driving accountability at all levels of the organization. 3. Develop and drive a plant-wide continuous improvement roadmap that aligns with business goals and enhances operational efficiency. 4. Responsible for the creation, maintenance and implementation of the Ideal state VSM ( Value Stream Map) and transformation plan for the site. 5. Responsible for Customer TAKT requirements by identifying and implementing strategies to achieve the required capacity to meet the Customer schedules @ 98% or greater OTD. This is to be executed through the use of tools such as ( Material flow analysis | KANBAN |Line balancing | Sub Assembly | Scheduling boards | Daily Management ( Tier) | Kitting | Tugger Delivery | Standard Work ( Operators & Leaders) | Data availability and reporting ) to eliminate bottlenecks, inefficiencies, and waste in production, assembly, and supply chain operations. 6. Develop and deploy the lead one, teach one philosophy in deployment of the CI acumen across the Data Center organization. 7. Serve as the subject matter expert with respect to Lean practices and tools. Develop the playbook/matrix for the application of such tools. 8. Lead Lean, Six Sigma, and Kaizen initiatives to optimize manufacturing processes, reduce variability and improve product quality. 9. Implement and oversee standard work processes, automation opportunities, and best practices for sustainable improvements. 10. Cross-Functional Leadership & Change Collaborate with leadership, operations, engineering, and supply chain teams to identify and prioritize improvement projects. 11. Serve as change agent, ensuring that new processes are adopted and sustained across all levels of the organization. 12. Train and mentor employees on continuous improvement methodologies, fostering an environment of innovation and accountability. 13. Lead and facilities Kaizen events, workshops, and cross-functional problem-solving sessions to drive engagement and results. 14. Performance Measurement & Data Driven Decision Making Develop and build a Daily Management System to track key performance indicators (KPI’s) to measure the success of improvement initiatives. 15. Utilize data analytics, root cause analysis (RCA), and statistical process controls (SPC) to drive decision making continuous improvement efforts. 16. Conduct regular (LPA) Layered Process Audits and assessments to ensure processed adherence and identify further improvement opportunities. 17. Efficiency & Cost Reduction Lead cost-reduction initiatives through value stream mapping, cycle time reduction, and process reengineering. 18. Optimize material flow, inventory management, and resource allocation to enhance throughput and reduce operational costs. 19. Drive improvement in energy efficiency and sustainability within manufacturing operations. Check for any missing: The original also had "Lead and facilities Kaizen events" maybe missing a word "Lead and facilitate". We'll keep as is. Now Required Education & Qualifications: The text: "Required Education & Qualifications 5+ years of experience in continuous improvement, Lean manufacturing or operational excellence within a manufacturing environment.Proven expertise in Lean, Six Sigma (Green or Black Belt preferred), Kaizen, and other process improvement methodologies.Strong knowledge of manufacturing processes, industrial engineering, and production systems—preferably in HVAC, refrigeration, or related items.Experience with ERP/MES systems, data analytics tools, and process automation technologies.Exceptional leadership, communication, and facilitation skills within a track record of driving cultural transformation and operational excellence.Ability to work cross-functionally an influence stakeholders at all events without direct authority.Proficiency in problem-solving tools such as FMAIC, MEA, SPC, and root cause analysis. Education Requirements Bachelor’s degree in Engineering, Manufacturing, Business, or a related field (Master’s degree preferred." We need to split into list items for qualifications. Let's split: - 5+ years of experience in continuous improvement, Lean manufacturing or operational excellence within a manufacturing environment. - Proven expertise in Lean, Six Sigma (Green or Black Belt preferred), Kaizen, and other process improvement methodologies. - Strong knowledge of manufacturing processes, industrial engineering, and production systems—preferably in HVAC, refrigeration, or related items. - Experience with ERP/MES systems, data analytics tools, and process automation technologies. - Exceptional leadership, communication, and facilitation skills within a track record of driving cultural transformation and operational excellence. - Ability to work cross-functionally an influence stakeholders at all events without direct authority. - Proficiency in problem-solving tools such as FMAIC, MEA, SPC, and root cause analysis. - Bachelor’s degree in Engineering, Manufacturing, Business, or a related field (Master’s degree preferred. Note there is a typo "an influence" should be "and influence" but we keep as is. Now Benefits: The "Why Choose Modine?" section includes: Health & Well-being Day One Competitive health, dental & vision insurance coverage Employee Assistance Program After 90 days of continuous employment Maternity Leave (12 weeks at 100% pay) 8 weeks of short term disability leave paid at 100% 4 weeks of paid parental leave paid at 100% Paternity Leave (4 weeks at 100% pay) Financial Benefits 401k Retirement plan and company paid match Life Insurance Health Savings Account (HSA) with employer contribution Flexible Spending Accounts (FSA) Short Term Disability (company paid) Long Term Disability Work-Life Balance Competitive time-off policies Tuition Reimbursement To view full benefits information: MyModine Benefits Also later: "Modine provides a competitive benefit package, which could include paid vacation, short term disability, 401(k), health, dental, vision,