Manager, Performance Planning and Analysis
for sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. No job title heading. No Job ID etc. Remove boilerplate. Must preserve all substantive info.
We need to parse the posting.
Content:
Intro: "Are you ready to explore a world of possibilities, both at work and during your time off? Join our American Airlines family, and you’ll travel the world, grow your expertise and become the best version of you. As you embark on a new journey, you’ll tackle challenges with flexibility and grace, learning new skills and advancing your career while having the time of your life. Feel free to enrich both your personal and work life and hop on board!"
Why you'll love this job: "The role is a part of the Tech Ops Performance & Analysis team within Operations Planning and Analytics group. The Tech Ops Performance and Analysis team delivers data-driven insights to support strategic decision-making across the entire Tech Ops division. Their responsibilities include collaborating with business unit leaders to establish goals and objectives, offering guidance on achieving those targets, and monitoring organizational performance."
What You'll Do: includes a note about list may be additional functions etc. Then bullet list (actually sentences). We need to extract duties.
List:
- Develop, monitor, and report on core Tech Ops metrics including delays/cancels, aircraft out of service, aircraft performance, line maintenance workload, manpower availability, etc.
- Own day-to-day delivery of analytics, reports and dashboards to track performance and highlight opportunities.
- Design, build, and govern scalable datasets for Tech Ops.
- Promote data-driven decision-making across teams.
- Upgrade tools and systems using modern data and reporting technologies.
- Collaborate with operational and analytics teams to apply statistical methods for performance insights.
- Conduct root-cause analysis to uncover operational bottlenecks, capacity constraints, and maintenance driver issues.
- Lead and mentor a team of analysts, providing strategic direction and development.
- Ensure high standards of data governance and data integrity across all maintenance data.
Then "All you'll need for success" includes Minimum Qualifications and Preferred Qualifications.
Minimum Qualifications- Education & Prior Job Experience: Bachelor’s degree or Masters in Business Analytics, Operations Research, or similar; 3+ years’ experience in data extraction, analysis and reporting, or operational strategy; 3+ years of experience in aviation.
Preferred Qualifications- Education & Prior Job Experience: Previous experience in managing teams in analytical, data-intensive environments highly preferred; Advanced familiarity with SQL, MS Excel, SAS, Python, PowerBI, Tableau and/or AzureML highly preferred.
Skills, Licenses & Certifications: Exceptional communication skills: ability to translate data into simple high-impact business case for stakeholders; Strong SQL skills, working knowledge of data visualization tools (e.g. PowerBI), and knowledge of statistical methods; Strong working knowledge of Microsoft Excel and PowerPoint with ability to create insightful decks which convey a clear message; Strong interpersonal and communication skills with a proven track record of achieving results through collaborative efforts.
What You'll Get: Travel Perks, Health Benefits, Wellness Programs, 401(k) Program, Additional Benefits.
We need sections: About the role (maybe intro + why you'll love this job?), Responsibilities (What You'll Do), Requirements (maybe Minimum Qualifications?), Qualifications (Preferred Qualifications?), Skills (Skills, Licenses & Certifications), Benefits (What You'll Get). Pay and Schedule not present, so omit.
We must not repeat job title as heading. Use for each section heading.
We need to preserve all substantive info; no invented or summarized away detail. Must not include filler like "commensurate with experience". Not present.
We need to output only HTML fragment, no /, no markdown fences.
We need to ensure we don't include boilerplate like "Feel free to be yourself at American" etc? That's part of Benefits? Actually that's inclusion/diversity statement; it's boilerplate? It's about inclusion and diversity; could be considered EEO/equal-opportunity boilerplate. The instruction: Remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. So we should remove the inclusion/diversity paragraph. Also the "Feel free to be yourself at American" repeated lines. Also the "Are you ready to feel a tremendous sense of pride..." maybe also boilerplate? It's motivational but maybe not EEO. However it's somewhat generic; but it's part of the posting. The instruction says remove EEO/equal-opportunity/scam-warning boilerplate. The inclusion/diversity paragraph is likely EEO. So remove that.
Also the "Feel free to be yourself at American" appears twice; remove.
Also the "Are you ready to feel a tremendous sense of pride and satisfaction as you do your part to keep the largest airline in the world running smoothly as we care for people on life's journey?" Might be considered motivational but not boilerplate; but could be considered fluff. However it's substantive? It's more marketing. The instruction: Preserve ALL substantive information; do NOT invent or summarize away detail. It's not boilerplate; it's part of the posting. So we keep it? Might be considered fluff but not excluded. However we might want to keep it under About the role or Why you'll love this job.
We need to decide sections.
Let's craft sections:
About the role
: combine intro and why you'll love this job? Could be two paragraphs.
Responsibilities
: list of duties.
Requirements
: Minimum Qualifications.
Qualifications
: Preferred Qualifications.
Skills
: Skills, Licenses & Certifications.
Benefits
: What You'll Get (Travel Perks, Health Benefits, Wellness Programs, 401(k) Program, Additional Benefits).
We must not include Pay or Schedule.
We need to ensure we don't include any filler like "Feel free to be yourself at American" etc. We'll exclude those paragraphs.
Now we need to format lists using - . For prose use
.
We need to preserve all substantive info: include numbers, specifics.
Let's extract each piece.
About the role:
Paragraph1: "Are you ready to explore a world of possibilities, both at work and during your time off? Join our American Airlines family, and you’ll travel the world, grow your expertise and become the best version of you. As you embark on a new journey, you’ll tackle challenges with flexibility and grace, learning new skills and advancing your career while having the time of your life. Feel free to enrich both your personal and work life and hop on board!"
Paragraph2 (Why you'll love this job): "The role is a part of the Tech Ops Performance & Analysis team within Operations Planning and Analytics group. The Tech Ops Performance and Analysis team delivers data-driven insights to support strategic decision-making across the entire Tech Ops division. Their responsibilities include collaborating with business unit leaders to establish goals and objectives, offering guidance on achieving those targets, and monitoring organizational performance."
We can combine into two
under About the role.
Responsibilities: list items as above.
We need to include the note: "As noted above, this list is intended to reflect the current job but there may be additional essential functions (and certainly non-essential job functions) that are not referenced. Management will modify the job or require other tasks be performed whenever it is deemed appropriate to do so, observing, of course, any legal obligations including any collective bargaining obligations." This is boilerplate? It's a disclaimer about job functions; might be considered legal boilerplate. The instruction says remove legal boilerplate. So we should remove that sentence. It's a disclaimer; likely to be removed. So we omit that.
Thus responsibilities list only the bullet points.
Requirements (Minimum Qualifications):
- Bachelor’s degree or Masters in Business Analytics, Operations Research, or similar
- 3+ years’ experience in data extraction, analysis and reporting, or operational strategy.
- 3+ years of experience in aviation.
We need to preserve the exact wording.
Qualifications (Preferred Qualifications):
- Previous experience in managing teams in analytical, data-intensive environments highly preferred.
- Advanced familiarity with SQL, MS Excel, SAS, Python, PowerBI, Tableau and/or AzureML highly preferred.
Skills:
- Exceptional communication skills: ability to translate data into simple high-impact business case for stakeholders
- Strong SQL skills, working knowledge of data visualization tools (e.g. PowerBI), and knowledge of statistical methods.
- Strong working knowledge of Microsoft Excel and PowerPoint with ability to create insightful decks which convey a clear message.
- Strong interpersonal and communication skills with a proven track record of achieving results through collaborative efforts.
Benefits:
Travel Perks: "Ready to explore the world? You, your family and your friends can reach 365 destinations on more than 6,800 daily flights across our global network."
Health Benefits: "On day one, you’ll have access to your health, dental, prescription and vision benefits to help you stay well. And that’s just the start, we also offer virtual doctor visits, flexible spending accounts and more."
Wellness Programs: "We want you to be the best version of yourself – that’s why our wellness programs provide you with all the right tools, resources and support you need."
401(k) Program: "Available upon hire and, depending on the workgroup, employer contributions to your 401(k) program are available after one year."
Additional Benefits: "Other great benefits include our Employee Assistance Program, pet insurance and discounts on hotels, cars, cruises and more"
We should keep each as
or maybe
- ? The instruction: Use
- for any list of duties/requirements/benefits, and
for prose. Benefits are a list; we can make
- for each benefit item. However each benefit item contains multiple sentences; still it's a list item. So we can do
- Travel Perks: ...
etc.
Now we need to ensure we don't include any heading with empty content. All sections have content.
Now produce HTML.
We'll output:
About the role
Are you ready to explore a world of possibilities, both at work and during your time off? Join our American Airlines family, and you’ll travel the world, grow your expertise and become the best version of you. As you embark on a new journey, you’ll tackle challenges with flexibility and grace, learning new skills and advancing your career while having the time of your life. Feel free to enrich both your personal and work life and hop on board!
The role is a part of the Tech Ops Performance & Analysis team within Operations Planning and Analytics group. The Tech Ops Performance and Analysis team delivers data-driven insights to support strategic decision-making across the entire Tech Ops division. Their responsibilities include collaborating with business unit leaders to establish goals and objectives, offering guidance on achieving those targets, and monitoring organizational performance.
Responsibilities
- Develop, monitor, and report on core Tech Ops metrics including delays/cancels, aircraft out of service, aircraft performance, line maintenance workload, manpower availability, etc.
- Own day-to-day delivery of analytics, reports and dashboards to track performance and highlight opportunities.
- Design, build, and govern scalable datasets for Tech Ops.
- Promote data-driven decision-making across teams.
- Upgrade tools and systems using modern data and reporting technologies.
- Collaborate with operational and analytics teams to apply statistical methods for performance insights.
- Conduct root-cause analysis to uncover operational bottlenecks, capacity constraints, and maintenance driver issues.
- Lead and mentor a team of analysts, providing strategic direction and development.
- Ensure high standards of data governance and data integrity across all maintenance data.
Requirements
- Bachelor’s degree or Masters in
About the role
: combine intro and why you'll love this job? Could be two paragraphs.Responsibilities
: list of duties.Requirements
: Minimum Qualifications.Qualifications
: Preferred Qualifications.Skills
: Skills, Licenses & Certifications.Benefits
: What You'll Get (Travel Perks, Health Benefits, Wellness Programs, 401(k) Program, Additional Benefits). We must not include Pay or Schedule. We need to ensure we don't include any filler like "Feel free to be yourself at American" etc. We'll exclude those paragraphs. Now we need to format lists using- . For prose use
. We need to preserve all substantive info: include numbers, specifics. Let's extract each piece. About the role: Paragraph1: "Are you ready to explore a world of possibilities, both at work and during your time off? Join our American Airlines family, and you’ll travel the world, grow your expertise and become the best version of you. As you embark on a new journey, you’ll tackle challenges with flexibility and grace, learning new skills and advancing your career while having the time of your life. Feel free to enrich both your personal and work life and hop on board!" Paragraph2 (Why you'll love this job): "The role is a part of the Tech Ops Performance & Analysis team within Operations Planning and Analytics group. The Tech Ops Performance and Analysis team delivers data-driven insights to support strategic decision-making across the entire Tech Ops division. Their responsibilities include collaborating with business unit leaders to establish goals and objectives, offering guidance on achieving those targets, and monitoring organizational performance." We can combine into two
under About the role. Responsibilities: list items as above. We need to include the note: "As noted above, this list is intended to reflect the current job but there may be additional essential functions (and certainly non-essential job functions) that are not referenced. Management will modify the job or require other tasks be performed whenever it is deemed appropriate to do so, observing, of course, any legal obligations including any collective bargaining obligations." This is boilerplate? It's a disclaimer about job functions; might be considered legal boilerplate. The instruction says remove legal boilerplate. So we should remove that sentence. It's a disclaimer; likely to be removed. So we omit that. Thus responsibilities list only the bullet points. Requirements (Minimum Qualifications): - Bachelor’s degree or Masters in Business Analytics, Operations Research, or similar - 3+ years’ experience in data extraction, analysis and reporting, or operational strategy. - 3+ years of experience in aviation. We need to preserve the exact wording. Qualifications (Preferred Qualifications): - Previous experience in managing teams in analytical, data-intensive environments highly preferred. - Advanced familiarity with SQL, MS Excel, SAS, Python, PowerBI, Tableau and/or AzureML highly preferred. Skills: - Exceptional communication skills: ability to translate data into simple high-impact business case for stakeholders - Strong SQL skills, working knowledge of data visualization tools (e.g. PowerBI), and knowledge of statistical methods. - Strong working knowledge of Microsoft Excel and PowerPoint with ability to create insightful decks which convey a clear message. - Strong interpersonal and communication skills with a proven track record of achieving results through collaborative efforts. Benefits: Travel Perks: "Ready to explore the world? You, your family and your friends can reach 365 destinations on more than 6,800 daily flights across our global network." Health Benefits: "On day one, you’ll have access to your health, dental, prescription and vision benefits to help you stay well. And that’s just the start, we also offer virtual doctor visits, flexible spending accounts and more." Wellness Programs: "We want you to be the best version of yourself – that’s why our wellness programs provide you with all the right tools, resources and support you need." 401(k) Program: "Available upon hire and, depending on the workgroup, employer contributions to your 401(k) program are available after one year." Additional Benefits: "Other great benefits include our Employee Assistance Program, pet insurance and discounts on hotels, cars, cruises and more" We should keep each as
or maybe
- ? The instruction: Use
- for any list of duties/requirements/benefits, and
for prose. Benefits are a list; we can make
- for each benefit item. However each benefit item contains multiple sentences; still it's a list item. So we can do
- Travel Perks: ... etc. Now we need to ensure we don't include any heading with empty content. All sections have content. Now produce HTML. We'll output:
- Develop, monitor, and report on core Tech Ops metrics including delays/cancels, aircraft out of service, aircraft performance, line maintenance workload, manpower availability, etc.
- Own day-to-day delivery of analytics, reports and dashboards to track performance and highlight opportunities.
- Design, build, and govern scalable datasets for Tech Ops.
- Promote data-driven decision-making across teams.
- Upgrade tools and systems using modern data and reporting technologies.
- Collaborate with operational and analytics teams to apply statistical methods for performance insights.
- Conduct root-cause analysis to uncover operational bottlenecks, capacity constraints, and maintenance driver issues.
- Lead and mentor a team of analysts, providing strategic direction and development.
- Ensure high standards of data governance and data integrity across all maintenance data.
- Bachelor’s degree or Masters in
About the role
Are you ready to explore a world of possibilities, both at work and during your time off? Join our American Airlines family, and you’ll travel the world, grow your expertise and become the best version of you. As you embark on a new journey, you’ll tackle challenges with flexibility and grace, learning new skills and advancing your career while having the time of your life. Feel free to enrich both your personal and work life and hop on board!
The role is a part of the Tech Ops Performance & Analysis team within Operations Planning and Analytics group. The Tech Ops Performance and Analysis team delivers data-driven insights to support strategic decision-making across the entire Tech Ops division. Their responsibilities include collaborating with business unit leaders to establish goals and objectives, offering guidance on achieving those targets, and monitoring organizational performance.
Responsibilities
Requirements
- for each benefit item. However each benefit item contains multiple sentences; still it's a list item. So we can do
- for any list of duties/requirements/benefits, and
- ? The instruction: Use