Data / Field Analyst (Reliability & OEE Analytics) (Technician II) (In-Plant)
for sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. We must not repeat job title as heading. No Job ID etc. Remove boilerplate.
We need to parse the description.
Given description:
"Description In-plant role - See client specific information below in Job Requirements. Summary Of Description The Technician will work under the supervision of an assigned specific discipline and based on experience the individual evaluates, selects, and applies standard applicable techniques. Could include discipline work of purchasing, expediting, NDT Inspection, project controls, surveying, laser scanning, schedulers, planner, construction inspectors, project coordinators, automation, controls, etc. Duties Assists assigned supervisor in various aspects of projects assigned. Applying standard discipline techniques to make minor adaptations and modifications.Perform other job-related duties as assigned. Education And Experience High School Diploma or equivalent (G.E.D.) with additional specialized training, or college course work, and at least six (6) years of experience, or an equivalent combination of education and experience sufficient to successfully perform the essential duties of the job such as those listed above. License Requirements Valid Driver’s License as per State law or requirement Specific Skills Detailed working knowledge of Policies and Procedures related to project work. Physical Requirements Ability to walk up to one mile on industrial plant and construction sites outdoors at any time of the year. Ability to work in protective clothing which may elevate body temperatures by several degrees Fahrenheit for periods of up to 15 minutes without a break.Ability to use multi-level stair towers and rung ladders unassisted.Ability to hear safety alarms and signals while wearing hearing protection. Ability to sit at desk and operate computer for extended periods of time.Ability to stand, use hands and fingers, grip, handle or feel; reach with hands and arms; climb or balance; stoop, kneel, crouch or crawl; and talk and hear.Ability to see with visual acuity and distinguish between colors.Ability to operate a motor vehicle and have a valid driver’s license.Ability to lift and carry 15 lbs. on a regular basis is required and at times lifting up to 25 lbs. may be required. Requirements Due to being an in-plant position, the below referenced Job Duties have been provided by the client: Purpose Provide reliability, OEE, production loss and asset performance analytics. Key Responsibilities Extract and structure production loss data.Analyze downtime patterns.Maintain bad actor database.Support FMEA and RCA workshops.Build MTBF / MTTR tracking.Develop OEE dashboards.Quantify reliability improvement opportunities.Support critical equipment analysis.Facilitate fact-based prioritization. Expected Deliverables Bad Actor DatabaseOEE DashboardReliability DashboardProduction Loss AnalyticsRCA Tracking SystemAsset Performance ReportsMTBF / MTTR Reporting"
We need to extract sections: About the role (summary), Responsibilities (duties), Requirements (education/experience, license, physical, etc.), Skills (specific skills), maybe Benefits, Pay, Schedule not present. So we will not include those.
We need to preserve all substantive info, no invented.
We need to use for each section heading. Use - for any list of duties/requirements/benefits. Use
for prose.
We need to decide what constitutes a list.
We have:
- Summary Of Description: prose about technician role, could be paragraph.
- Duties: list of duties: "Assists assigned supervisor in various aspects of projects assigned. Applying standard discipline techniques to make minor adaptations and modifications.Perform other job-related duties as assigned." That's maybe two sentences; could be list but not explicit bullet. Could treat as
or
. The instruction: Use - for any list of duties/requirements/benefits. If not explicit list, maybe still treat as
. But we could split into bullet points: "Assists assigned supervisor in various aspects of projects assigned.", "Applying standard discipline techniques to make minor adaptations and modifications.", "Perform other job-related duties as assigned." That seems reasonable.
- Education And Experience: prose with requirements: "High School Diploma or equivalent (G.E.D.) with additional specialized training, or college course work, and at least six (6) years of experience, or an equivalent combination of education and experience sufficient to successfully perform the essential duties of the job such as those listed above." Could be
.
- License Requirements: "Valid Driver’s License as per State law or requirement" ->
.
- Specific Skills: "Detailed working knowledge of Policies and Procedures related to project work." ->
.
- Physical Requirements: list of abilities: many sentences separated by periods. Could be
- each ability.
- Requirements (client specific): includes Purpose, Key Responsibilities, Expected Deliverables. This seems like more responsibilities/duties. Could be separate section "Responsibilities" maybe combine with earlier duties? But we already have Responsibilities section. The client-specific responsibilities are more detailed: "Purpose Provide reliability, OEE, production loss and asset performance analytics." then "Key Responsibilities Extract and structure production loss data.Analyze downtime patterns.Maintain bad actor database.Support FMEA and RCA workshops.Build MTBF / MTTR tracking.Develop OEE dashboards.Quantify reliability improvement opportunities.Support critical equipment analysis.Facilitate fact-based prioritization." then "Expected Deliverables Bad Actor DatabaseOEE DashboardReliability DashboardProduction Loss AnalyticsRCA Tracking SystemAsset Performance ReportsMTBF / MTTR Reporting". These are lists.
We could treat "Key Responsibilities" as a list under Responsibilities section. Also "Expected Deliverables" could be under Responsibilities or maybe a separate section like "Deliverables" but we only have allowed headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can put deliverables under Responsibilities as well.
Thus we need to gather all responsibility-like items: from Duties and from Key Responsibilities and Expected Deliverables.
We should not duplicate.
Let's extract:
Duties:
- Assists assigned supervisor in various aspects of projects assigned.
- Applying standard discipline techniques to make minor adaptations and modifications.
- Perform other job-related duties as assigned.
Key Responsibilities:
- Extract and structure production loss data.
- Analyze downtime patterns.
- Maintain bad actor database.
- Support FMEA and RCA workshops.
- Build MTBF / MTTR tracking.
- Develop OEE dashboards.
- Quantify reliability improvement opportunities.
- Support critical equipment analysis.
- Facilitate fact-based prioritization.
Expected Deliverables (these are outputs, but could be considered responsibilities):
- Bad Actor Database
- OEE Dashboard
- Reliability Dashboard
- Production Loss Analytics
- RCA Tracking System
- Asset Performance Reports
- MTBF / MTTR Reporting
We could combine them under Responsibilities.
Now Requirements section: Education And Experience, License Requirements, maybe Physical Requirements? Physical could be under Requirements or maybe a separate section like "Physical Requirements" but not in allowed headings. Could be under Requirements as well.
Qualifications: maybe education/experience/license could be considered Qualifications. But we have both Requirements and Qualifications headings allowed. We need to decide which to use. The instruction: Prefer a few substantive sections over many thin ones. So we could combine education, experience, license, physical requirements into a single "Requirements" section. Or we could have "Requirements" for education/experience/license and "Qualifications" for skills? But we also have Skills heading for specific skills.
Thus we can have:
- About the role (summary)
- Responsibilities (duties + key responsibilities + deliverables)
- Requirements (education/experience, license, physical requirements)
- Skills (specific skills)
We should not include Benefits, Pay, Schedule.
Now we need to format.
Use
for each heading.
Inside each section, use
for prose,
- for lists.
For About the role: we have a paragraph: "The Technician will work under the supervision of an assigned specific discipline and based on experience the individual evaluates, selects, and applies standard applicable techniques. Could include discipline work of purchasing, expediting, NDT Inspection, project controls, surveying, laser scanning, schedulers, planner, construction inspectors, project coordinators, automation, controls, etc."
We can put that as
.
For Responsibilities: we need a list. Combine all bullet points.
We'll create
with items:
- Assists assigned supervisor in various aspects of projects assigned.
- Applying standard discipline techniques to make minor adaptations and modifications.
- Perform other job-related duties as assigned.
- Extract and structure production loss data.
- Analyze downtime patterns.
- Maintain bad actor database.
- Support FMEA and RCA workshops.
- Build MTBF / MTTR tracking.
- Develop OEE dashboards.
- Quantify reliability improvement opportunities.
- Support critical equipment analysis.
- Facilitate fact-based prioritization.
- Bad Actor Database
- OEE Dashboard
- Reliability Dashboard
- Production Loss Analytics
- RCA Tracking System
- Asset Performance Reports
- MTBF / MTTR Reporting
Note: Some items are nouns (deliverables). That's okay.
For Requirements: we need to list education/experience, license, physical requirements. Could be with items:
- High School Diploma or equivalent (G.E.D.) with additional specialized training, or college course work, and at least six (6) years of experience, or an equivalent combination of education and experience sufficient to successfully perform the essential duties of the job.
- Valid Driver’s License as per State law or requirement.
- Ability to walk up to one mile on industrial plant and construction sites outdoors at any time of the year.
- Ability to work in protective clothing which may elevate body temperatures by several degrees Fahrenheit for periods of up to 15 minutes without a break.
- Ability to use multi-level stair towers and rung ladders unassisted.
- Ability to hear safety alarms and signals while wearing hearing protection.
- Ability to sit at desk and operate computer for extended periods of time.
- Ability to stand, use hands and fingers, grip, handle or feel; reach with hands and arms; climb or balance; stoop, kneel, crouch or crawl; and talk and hear.
- Ability to see with visual acuity and distinguish between colors.
- Ability to operate a motor vehicle and have a valid driver’s license.
- Ability to lift and carry 15 lbs. on a regular basis is required and at times lifting up to 25 lbs. may be required.
Note: Some redundancy with driver's license appears twice (license requirement and physical). Could keep both but it's okay.
For Skills: we have "Detailed working knowledge of Policies and Procedures related to project work." Could be or
with one item. Use .
Now ensure we don't include boilerplate like "Description In-plant role - See client specific information below in Job Requirements." That's maybe part of description but not needed. We can ignore.
We also need to avoid repeating job title as heading. Not needed.
Now output HTML fragment.
Let's craft:
About the role
The Technician will work under the supervision of an assigned specific discipline and based on experience the individual evaluates, selects, and applies standard applicable techniques. Could include discipline work of purchasing, expediting, NDT Inspection, project controls, surveying, laser scanning, schedulers, planner, construction inspectors, project coordinators, automation, controls, etc.
Responsibilities
- Assists assigned supervisor in various aspects of projects assigned.
- Applying standard discipline techniques to make minor adaptations and modifications.
- Perform other job-related duties as assigned.
- Extract and structure production loss data.
- Analyze downtime patterns.
- Maintain bad actor database.
- Support FMEA and RCA workshops.
- Build MTBF / MTTR tracking.
- Develop OEE dashboards.
- Quantify reliability
- for any list of duties/requirements/benefits. Use
for prose. We need to decide what constitutes a list. We have: - Summary Of Description: prose about technician role, could be paragraph. - Duties: list of duties: "Assists assigned supervisor in various aspects of projects assigned. Applying standard discipline techniques to make minor adaptations and modifications.Perform other job-related duties as assigned." That's maybe two sentences; could be list but not explicit bullet. Could treat as
or
- . The instruction: Use
- for any list of duties/requirements/benefits. If not explicit list, maybe still treat as
. But we could split into bullet points: "Assists assigned supervisor in various aspects of projects assigned.", "Applying standard discipline techniques to make minor adaptations and modifications.", "Perform other job-related duties as assigned." That seems reasonable. - Education And Experience: prose with requirements: "High School Diploma or equivalent (G.E.D.) with additional specialized training, or college course work, and at least six (6) years of experience, or an equivalent combination of education and experience sufficient to successfully perform the essential duties of the job such as those listed above." Could be
. - License Requirements: "Valid Driver’s License as per State law or requirement" ->
. - Specific Skills: "Detailed working knowledge of Policies and Procedures related to project work." ->
. - Physical Requirements: list of abilities: many sentences separated by periods. Could be
- each ability.
- Requirements (client specific): includes Purpose, Key Responsibilities, Expected Deliverables. This seems like more responsibilities/duties. Could be separate section "Responsibilities" maybe combine with earlier duties? But we already have Responsibilities section. The client-specific responsibilities are more detailed: "Purpose Provide reliability, OEE, production loss and asset performance analytics." then "Key Responsibilities Extract and structure production loss data.Analyze downtime patterns.Maintain bad actor database.Support FMEA and RCA workshops.Build MTBF / MTTR tracking.Develop OEE dashboards.Quantify reliability improvement opportunities.Support critical equipment analysis.Facilitate fact-based prioritization." then "Expected Deliverables Bad Actor DatabaseOEE DashboardReliability DashboardProduction Loss AnalyticsRCA Tracking SystemAsset Performance ReportsMTBF / MTTR Reporting". These are lists.
We could treat "Key Responsibilities" as a list under Responsibilities section. Also "Expected Deliverables" could be under Responsibilities or maybe a separate section like "Deliverables" but we only have allowed headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can put deliverables under Responsibilities as well.
Thus we need to gather all responsibility-like items: from Duties and from Key Responsibilities and Expected Deliverables.
We should not duplicate.
Let's extract:
Duties:
- Assists assigned supervisor in various aspects of projects assigned.
- Applying standard discipline techniques to make minor adaptations and modifications.
- Perform other job-related duties as assigned.
Key Responsibilities:
- Extract and structure production loss data.
- Analyze downtime patterns.
- Maintain bad actor database.
- Support FMEA and RCA workshops.
- Build MTBF / MTTR tracking.
- Develop OEE dashboards.
- Quantify reliability improvement opportunities.
- Support critical equipment analysis.
- Facilitate fact-based prioritization.
Expected Deliverables (these are outputs, but could be considered responsibilities):
- Bad Actor Database
- OEE Dashboard
- Reliability Dashboard
- Production Loss Analytics
- RCA Tracking System
- Asset Performance Reports
- MTBF / MTTR Reporting
We could combine them under Responsibilities.
Now Requirements section: Education And Experience, License Requirements, maybe Physical Requirements? Physical could be under Requirements or maybe a separate section like "Physical Requirements" but not in allowed headings. Could be under Requirements as well.
Qualifications: maybe education/experience/license could be considered Qualifications. But we have both Requirements and Qualifications headings allowed. We need to decide which to use. The instruction: Prefer a few substantive sections over many thin ones. So we could combine education, experience, license, physical requirements into a single "Requirements" section. Or we could have "Requirements" for education/experience/license and "Qualifications" for skills? But we also have Skills heading for specific skills.
Thus we can have:
- About the role (summary)
- Responsibilities (duties + key responsibilities + deliverables)
- Requirements (education/experience, license, physical requirements)
- Skills (specific skills)
We should not include Benefits, Pay, Schedule.
Now we need to format.
Use
for each heading. Inside each section, use
for prose,
- for lists.
For About the role: we have a paragraph: "The Technician will work under the supervision of an assigned specific discipline and based on experience the individual evaluates, selects, and applies standard applicable techniques. Could include discipline work of purchasing, expediting, NDT Inspection, project controls, surveying, laser scanning, schedulers, planner, construction inspectors, project coordinators, automation, controls, etc."
We can put that as
. For Responsibilities: we need a list. Combine all bullet points. We'll create
- with items:
- Assists assigned supervisor in various aspects of projects assigned.
- Applying standard discipline techniques to make minor adaptations and modifications.
- Perform other job-related duties as assigned.
- Extract and structure production loss data.
- Analyze downtime patterns.
- Maintain bad actor database.
- Support FMEA and RCA workshops.
- Build MTBF / MTTR tracking.
- Develop OEE dashboards.
- Quantify reliability improvement opportunities.
- Support critical equipment analysis.
- Facilitate fact-based prioritization.
- Bad Actor Database
- OEE Dashboard
- Reliability Dashboard
- Production Loss Analytics
- RCA Tracking System
- Asset Performance Reports
- MTBF / MTTR Reporting
Note: Some items are nouns (deliverables). That's okay.
For Requirements: we need to list education/experience, license, physical requirements. Could be
- Assists assigned supervisor in various aspects of projects assigned.
- Applying standard discipline techniques to make minor adaptations and modifications.
- Perform other job-related duties as assigned.
- Extract and structure production loss data.
- Analyze downtime patterns.
- Maintain bad actor database.
- Support FMEA and RCA workshops.
- Build MTBF / MTTR tracking.
- Develop OEE dashboards.
- Quantify reliability
- with items:
- High School Diploma or equivalent (G.E.D.) with additional specialized training, or college course work, and at least six (6) years of experience, or an equivalent combination of education and experience sufficient to successfully perform the essential duties of the job.
- Valid Driver’s License as per State law or requirement.
- Ability to walk up to one mile on industrial plant and construction sites outdoors at any time of the year.
- Ability to work in protective clothing which may elevate body temperatures by several degrees Fahrenheit for periods of up to 15 minutes without a break.
- Ability to use multi-level stair towers and rung ladders unassisted.
- Ability to hear safety alarms and signals while wearing hearing protection.
- Ability to sit at desk and operate computer for extended periods of time.
- Ability to stand, use hands and fingers, grip, handle or feel; reach with hands and arms; climb or balance; stoop, kneel, crouch or crawl; and talk and hear.
- Ability to see with visual acuity and distinguish between colors.
- Ability to operate a motor vehicle and have a valid driver’s license.
- Ability to lift and carry 15 lbs. on a regular basis is required and at times lifting up to 25 lbs. may be required.
Note: Some redundancy with driver's license appears twice (license requirement and physical). Could keep both but it's okay.
For Skills: we have "Detailed working knowledge of Policies and Procedures related to project work." Could be
or
- with one item. Use
. Now ensure we don't include boilerplate like "Description In-plant role - See client specific information below in Job Requirements." That's maybe part of description but not needed. We can ignore. We also need to avoid repeating job title as heading. Not needed. Now output HTML fragment. Let's craft:
About the role
The Technician will work under the supervision of an assigned specific discipline and based on experience the individual evaluates, selects, and applies standard applicable techniques. Could include discipline work of purchasing, expediting, NDT Inspection, project controls, surveying, laser scanning, schedulers, planner, construction inspectors, project coordinators, automation, controls, etc.
Responsibilities
- for lists.
For About the role: we have a paragraph: "The Technician will work under the supervision of an assigned specific discipline and based on experience the individual evaluates, selects, and applies standard applicable techniques. Could include discipline work of purchasing, expediting, NDT Inspection, project controls, surveying, laser scanning, schedulers, planner, construction inspectors, project coordinators, automation, controls, etc."
We can put that as
- each ability.
- Requirements (client specific): includes Purpose, Key Responsibilities, Expected Deliverables. This seems like more responsibilities/duties. Could be separate section "Responsibilities" maybe combine with earlier duties? But we already have Responsibilities section. The client-specific responsibilities are more detailed: "Purpose Provide reliability, OEE, production loss and asset performance analytics." then "Key Responsibilities Extract and structure production loss data.Analyze downtime patterns.Maintain bad actor database.Support FMEA and RCA workshops.Build MTBF / MTTR tracking.Develop OEE dashboards.Quantify reliability improvement opportunities.Support critical equipment analysis.Facilitate fact-based prioritization." then "Expected Deliverables Bad Actor DatabaseOEE DashboardReliability DashboardProduction Loss AnalyticsRCA Tracking SystemAsset Performance ReportsMTBF / MTTR Reporting". These are lists.
We could treat "Key Responsibilities" as a list under Responsibilities section. Also "Expected Deliverables" could be under Responsibilities or maybe a separate section like "Deliverables" but we only have allowed headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can put deliverables under Responsibilities as well.
Thus we need to gather all responsibility-like items: from Duties and from Key Responsibilities and Expected Deliverables.
We should not duplicate.
Let's extract:
Duties:
- Assists assigned supervisor in various aspects of projects assigned.
- Applying standard discipline techniques to make minor adaptations and modifications.
- Perform other job-related duties as assigned.
Key Responsibilities:
- Extract and structure production loss data.
- Analyze downtime patterns.
- Maintain bad actor database.
- Support FMEA and RCA workshops.
- Build MTBF / MTTR tracking.
- Develop OEE dashboards.
- Quantify reliability improvement opportunities.
- Support critical equipment analysis.
- Facilitate fact-based prioritization.
Expected Deliverables (these are outputs, but could be considered responsibilities):
- Bad Actor Database
- OEE Dashboard
- Reliability Dashboard
- Production Loss Analytics
- RCA Tracking System
- Asset Performance Reports
- MTBF / MTTR Reporting
We could combine them under Responsibilities.
Now Requirements section: Education And Experience, License Requirements, maybe Physical Requirements? Physical could be under Requirements or maybe a separate section like "Physical Requirements" but not in allowed headings. Could be under Requirements as well.
Qualifications: maybe education/experience/license could be considered Qualifications. But we have both Requirements and Qualifications headings allowed. We need to decide which to use. The instruction: Prefer a few substantive sections over many thin ones. So we could combine education, experience, license, physical requirements into a single "Requirements" section. Or we could have "Requirements" for education/experience/license and "Qualifications" for skills? But we also have Skills heading for specific skills.
Thus we can have:
- About the role (summary)
- Responsibilities (duties + key responsibilities + deliverables)
- Requirements (education/experience, license, physical requirements)
- Skills (specific skills)
We should not include Benefits, Pay, Schedule.
Now we need to format.
Use
- for any list of duties/requirements/benefits. If not explicit list, maybe still treat as