Senior Performance Analysis Engineer (MDA)
Mission Driven Research, Inc · Huntsville, AL · 3 wk ago
Information TechnologyFull-time
We need to output HTML fragment with headings for sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections with real content. No job title heading. No Job ID. Remove boilerplate: EEO, accommodation contact, etc. Also remove duplicated lines. Keep substantive info.
We need to parse the posting.
Content:
- Intro: "MDR is looking for an experienced, team-oriented Senior Performance Analysis Engineer to join our Huntsville, AL team. In this role you will support the analysis and assessment of Ground-based Missile Defense (GMD) systems in support of Missile Defense Agency (MDA). The successful candidate will perform mission and system performance analyses to evaluate weapon system effectiveness, engagement performance, and operational capability across a range of threat scenarios. This role requires expertise in MATLAB and Python and the ability to develop analytical tools, interpret complex simulation results, and communicate technical findings to engineering team, program leadership, and government stakeholders."
That's about the role.
Then "Job Description (What You'll Be Doing)" list of duties:
- Develop and maintain MATLAB, Python, and C++ analysis tools to support medium-fidelity modeling, simulation, and performance assessments of the Ground-Based Interceptor (GBI) and Next Generation Interceptor (NGI).
- Develop, execute, and analyze modeling and simulation (M&S) environments to evaluate interceptor performance across a variety of engagement scenarios and mission conditions.
- Perform quick-response analysis in support of the In-Flight Interceptor Communication System Data Terminal (IDT), including kinematic battlespace assessments and other time-sensitive technical analyses.
- Conduct interceptor performance analysis to evaluate system capabilities, identify performance trends and limitations, and support technical assessments and decision-making.
- Support the development and enhancement of future interceptor analysis capabilities, methodologies, models, simulations, and analytical tools.
- Analyze and interpret simulation results to assess system performance and provide technically sound conclusions and recommendations.
- Develop and deliver technical briefings to communicate analysis methodologies, assumptions, results, and conclusions to engineering teams, program leadership, and government stakeholders.
- Collaborate with multidisciplinary engineering teams to address emerging analysis needs and support current and future missile defense capabilities
Then "Required Skills (What Required Skills You Bring)" list:
- Active security clearance (SECRET or above) is required.
- Bachelor's Degree in STEM with 7+ years relevant experience
- Demonstrated experience supporting MDA GMD Programs
- Proficiency in MATLAB, including model development, data analysis, and visualization
- Advances Proficiency with Python, including scientific computing libraries such as NumPy, SciPy, Pandas, and Matplotlib (note typo "Advances" but keep)
- Experience evaluating missile defense (MD) engagement performance, interceptor effectiveness, mission performance, or system operational capability
- Strong understanding of statistical analysis, numerical methods, optimization techniques, and simulation-based performance assessment
- Experience interpreting simulation outputs and translating analytical findings into actionable engineering recommendations
- Excellent written and verbal communication skills with experience presenting technical analyses to government customers and senior leadership.
Then "Preferred Skills (Desired But Not Required)" list:
- Experience supporting MDA Element or System-level performance assessments
- Radar analysis experience
- Strong analytical background
- Self-starting technical problem solver
- Experience integrating AI/MIL into analytical processes
Then "Position Requirements" list:
- Clearance Required: Secret
- Position Level: Mid
- FT/PT: Full Time
- Years Related Work Experience: 7
- Education Level Required: 4-yr
Then EEO boilerplate etc to remove.
We need to map to sections: About the role (intro paragraph), Responsibilities (job description list), Requirements (maybe clearance, position level, FT/PT, years experience, education?), Qualifications (maybe degree?), Skills (required and preferred?), Benefits, Pay, Schedule.
We have no explicit Benefits, Pay, Schedule info. So we should not create those sections unless present. The posting does not mention benefits, pay, schedule beyond Full Time. Schedule maybe implied but not explicit; we should not create Schedule unless explicit. Pay not present. Benefits not present. So we omit those sections.
We need to decide which headings to use: About the role, Responsibilities, Requirements, Qualifications, Skills. Possibly also "Preferred Skills" could be under Skills as separate list? Could combine required and preferred under Skills with subheadings? But instruction: use
for sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections with real content. No job title heading. No Job ID. Remove boilerplate: EEO, accommodation contact, etc. Also remove duplicated lines. Keep substantive info.
We need to parse the posting.
Content:
- Intro: "MDR is looking for an experienced, team-oriented Senior Performance Analysis Engineer to join our Huntsville, AL team. In this role you will support the analysis and assessment of Ground-based Missile Defense (GMD) systems in support of Missile Defense Agency (MDA). The successful candidate will perform mission and system performance analyses to evaluate weapon system effectiveness, engagement performance, and operational capability across a range of threat scenarios. This role requires expertise in MATLAB and Python and the ability to develop analytical tools, interpret complex simulation results, and communicate technical findings to engineering team, program leadership, and government stakeholders."
That's about the role.
Then "Job Description (What You'll Be Doing)" list of duties:
- Develop and maintain MATLAB, Python, and C++ analysis tools to support medium-fidelity modeling, simulation, and performance assessments of the Ground-Based Interceptor (GBI) and Next Generation Interceptor (NGI).
- Develop, execute, and analyze modeling and simulation (M&S) environments to evaluate interceptor performance across a variety of engagement scenarios and mission conditions.
- Perform quick-response analysis in support of the In-Flight Interceptor Communication System Data Terminal (IDT), including kinematic battlespace assessments and other time-sensitive technical analyses.
- Conduct interceptor performance analysis to evaluate system capabilities, identify performance trends and limitations, and support technical assessments and decision-making.
- Support the development and enhancement of future interceptor analysis capabilities, methodologies, models, simulations, and analytical tools.
- Analyze and interpret simulation results to assess system performance and provide technically sound conclusions and recommendations.
- Develop and deliver technical briefings to communicate analysis methodologies, assumptions, results, and conclusions to engineering teams, program leadership, and government stakeholders.
- Collaborate with multidisciplinary engineering teams to address emerging analysis needs and support current and future missile defense capabilities
Then "Required Skills (What Required Skills You Bring)" list:
- Active security clearance (SECRET or above) is required.
- Bachelor's Degree in STEM with 7+ years relevant experience
- Demonstrated experience supporting MDA GMD Programs
- Proficiency in MATLAB, including model development, data analysis, and visualization
- Advances Proficiency with Python, including scientific computing libraries such as NumPy, SciPy, Pandas, and Matplotlib (note typo "Advances" but keep)
- Experience evaluating missile defense (MD) engagement performance, interceptor effectiveness, mission performance, or system operational capability
- Strong understanding of statistical analysis, numerical methods, optimization techniques, and simulation-based performance assessment
- Experience interpreting simulation outputs and translating analytical findings into actionable engineering recommendations
- Excellent written and verbal communication skills with experience presenting technical analyses to government customers and senior leadership.
Then "Preferred Skills (Desired But Not Required)" list:
- Experience supporting MDA Element or System-level performance assessments
- Radar analysis experience
- Strong analytical background
- Self-starting technical problem solver
- Experience integrating AI/MIL into analytical processes
Then "Position Requirements" list:
- Clearance Required: Secret
- Position Level: Mid
- FT/PT: Full Time
- Years Related Work Experience: 7
- Education Level Required: 4-yr
Then EEO boilerplate etc to remove.
We need to map to sections: About the role (intro paragraph), Responsibilities (job description list), Requirements (maybe clearance, position level, FT/PT, years experience, education?), Qualifications (maybe degree?), Skills (required and preferred?), Benefits, Pay, Schedule.
We have no explicit Benefits, Pay, Schedule info. So we should not create those sections unless present. The posting does not mention benefits, pay, schedule beyond Full Time. Schedule maybe implied but not explicit; we should not create Schedule unless explicit. Pay not present. Benefits not present. So we omit those sections.
We need to decide which headings to use: About the role, Responsibilities, Requirements, Qualifications, Skills. Possibly also "Preferred Skills" could be under Skills as separate list? Could combine required and preferred under Skills with subheadings? But instruction: use for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we can have multiple sections. We should not create empty sections. So we will include About the role, Responsibilities, Requirements, Qualifications, Skills. Possibly also "Preferred Skills" could be part of Skills section.
We need to preserve all substantive information. So we need to include clearance requirement, position level, FT/PT, years experience, education level. Those could go under Requirements or Qualifications. Let's decide:
- About the role: intro paragraph.
- Responsibilities: list of duties from Job Description.
- Requirements: maybe clearance, position level, FT/PT, years experience, education level? Or maybe "Position Requirements".
- Qualifications: Bachelor's Degree in STEM with 7+ years relevant experience? Actually that's both education and experience. Could be under Qualifications.
- Skills: Required Skills and Preferred Skills.
We need to avoid duplication. Let's extract:
About the role paragraph: as given.
Responsibilities list: 8 bullet points.
Requirements: Could include "Active security clearance (SECRET or above) is required.", "Position Level: Mid", "FT/PT: Full Time", "Years Related Work Experience: 7", "Education Level Required: 4-yr". Also maybe "Clearance Required Secret". We'll include those.
Qualifications: Could be "Bachelor's Degree in STEM with 7+ years relevant experience". But that's similar to requirements. Might be redundant. Perhaps we treat "Bachelor's Degree in STEM with 7+ years relevant experience" as Qualification. And the clearance etc as Requirements. However the posting lumps them under Required Skills. But we need to follow instruction: include sections only when posting has real specific content. So we can have Requirements (clearance, position, FT/PT, years, education) and Qualifications (Bachelor's Degree in STEM). But we need to avoid duplication: if we put education in both, that's duplication. Let's decide: Put education and years experience under Qualifications? Actually typical: Requirements: clearance, position level, FT/PT. Qualifications: degree, years experience. But we can decide.
Let's parse the "Position Requirements" block: Clearance Required Secret, Position Level Mid, FT/PT Full Time, Years Related Work Experience 7, Education Level Required 4-yr. So those are position requirements. So we can put those under Requirements heading.
Then Required Skills block includes: Bachelor's Degree in STEM with 7+ years relevant experience (that's overlapping with position requirements). Also Demonstrated experience supporting MDA GMD Programs, proficiency in MATLAB, etc. So we could treat Required Skills as Skills section. But we already have Skills heading for technical skills. The Required Skills includes both experience and technical skills. We could split: Qualifications: Bachelor's Degree in STEM with 7+ years relevant experience, Demonstrated experience supporting MDA GMD Programs. Skills: MATLAB, Python, etc. But the instruction says use headings like Skills for list of duties/requirements/benefits. It's ambiguous.
Simplify: We'll create sections:
- About the role (intro paragraph)
- Responsibilities (job description bullets)
- Requirements (clearance, position level, FT/PT, years experience, education level)
- Skills (required technical skills: MATLAB, Python, C++, etc.) plus maybe also "Experience evaluating missile defense engagement performance..." etc. Could include all required skills list.
- Preferred Skills (preferred list) maybe as separate section? Could be under Skills as subheading but we only have h3 headings allowed. Could create another h3 "Preferred Skills". That's allowed as it's a heading from the list? Not exactly in the example list but we can still use h3 for any section heading; the examples are not exhaustive. The instruction: "use for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." It gives examples but not exclusive. So we can use other headings as long as they are h3. So we can have Preferred Skills.
But we also have Qualifications maybe not needed if we put degree under Requirements. However we have degree in both Required Skills and Position Requirements. To avoid duplication, we can put degree under Qualifications. Let's decide:
- About the role: intro.
- Responsibilities: job description bullets.
- Requirements: clearance, position level, FT/PT.
- Qualifications: Bachelor's Degree in STEM with 7+ years relevant experience, Demonstrated experience supporting MDA GMD Programs.
- Skills: Required technical skills list (MATLAB, Python, C++, statistical analysis, etc.)
- Preferred Skills: preferred list.
We need to ensure we don't duplicate content. Let's list each piece and assign.
From intro: we have that.
From Job Description: list of 8 duties.
From Position Requirements: Clearance Required Secret, Position Level Mid, FT/PT Full Time, Years Related Work Experience 7, Education Level Required 4-yr.
From Required Skills: Bachelor's Degree in STEM with 7+ years relevant experience (duplicate of education+years), Demonstrated experience supporting MDA GMD Programs, Proficiency in MATLAB..., Advances Proficiency with Python..., Experience evaluating missile defense..., Strong understanding..., Experience interpreting..., Excellent written and verbal communication...
From Preferred Skills: list.
We need to avoid duplicating Bachelor's Degree... and years experience. We'll put education+years under Qualifications (or Requirements). Since Position Requirements already has Years Related Work Experience 7 and Education Level Required 4-yr, we can keep those under Requirements and not duplicate in Qualifications. Then Required Skills still includes Bachelor's Degree... but we can note that it's duplicate and we should not repeat. So we will omit that line from Required Skills when constructing Skills section, to avoid duplication. However we must preserve ALL substantive information; we cannot omit it entirely. But we can include it once under Qualifications or Requirements. Since we already have education+years under Requirements, we can drop the duplicate from Required Skills. That's preserving the info (just not duplicating). That seems acceptable.
Similarly, Demonstrated experience supporting MDA GMD Programs appears only in Required Skills; we can put that under Qualifications.
Now, Required Skills also includes proficiency in MATLAB, Python, etc. We'll put those under Skills.
Preferred Skills list goes under Preferred Skills section.
Now we need to format lists as - . For prose, use
.
Let's craft HTML.
Section headings:
About the role
...
Responsibilities
- ...
...
Requirements
- Active security clearance (SECRET or above) is required.
- Position Level: Mid
- Employment Type: Full Time
- Years of Related Work Experience: 7
- Education Level Required: 4-year degree
But we need to preserve exact phrasing? The posting says "Clearance RequiredSecret", "Position LevelMid", "FT/PTFull Time", "Years Related Work Experience7", "Education Level Required4-yr". We can rephrase slightly but must preserve substantive information. It's okay to adjust for readability as long as we keep the info. Probably fine.
Qualifications
- Bachelor's Degree in STEM with 7+ years relevant experience
- Demonstrated experience supporting MDA GMD Programs
Skills
- Proficiency in MATLAB, including model development, data analysis, and visualization
- Advanced proficiency with Python, including scientific computing libraries such as NumPy, SciPy, Pandas, and Matplotlib
for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule)." It gives examples but not exclusive. So we can use other headings as long as they are h3. So we can have Preferred Skills.
But we also have Qualifications maybe not needed if we put degree under Requirements. However we have degree in both Required Skills and Position Requirements. To avoid duplication, we can put degree under Qualifications. Let's decide:
- About the role: intro.
- Responsibilities: job description bullets.
- Requirements: clearance, position level, FT/PT.
- Qualifications: Bachelor's Degree in STEM with 7+ years relevant experience, Demonstrated experience supporting MDA GMD Programs.
- Skills: Required technical skills list (MATLAB, Python, C++, statistical analysis, etc.)
- Preferred Skills: preferred list.
We need to ensure we don't duplicate content. Let's list each piece and assign.
From intro: we have that.
From Job Description: list of 8 duties.
From Position Requirements: Clearance Required Secret, Position Level Mid, FT/PT Full Time, Years Related Work Experience 7, Education Level Required 4-yr.
From Required Skills: Bachelor's Degree in STEM with 7+ years relevant experience (duplicate of education+years), Demonstrated experience supporting MDA GMD Programs, Proficiency in MATLAB..., Advances Proficiency with Python..., Experience evaluating missile defense..., Strong understanding..., Experience interpreting..., Excellent written and verbal communication...
From Preferred Skills: list.
We need to avoid duplicating Bachelor's Degree... and years experience. We'll put education+years under Qualifications (or Requirements). Since Position Requirements already has Years Related Work Experience 7 and Education Level Required 4-yr, we can keep those under Requirements and not duplicate in Qualifications. Then Required Skills still includes Bachelor's Degree... but we can note that it's duplicate and we should not repeat. So we will omit that line from Required Skills when constructing Skills section, to avoid duplication. However we must preserve ALL substantive information; we cannot omit it entirely. But we can include it once under Qualifications or Requirements. Since we already have education+years under Requirements, we can drop the duplicate from Required Skills. That's preserving the info (just not duplicating). That seems acceptable.
Similarly, Demonstrated experience supporting MDA GMD Programs appears only in Required Skills; we can put that under Qualifications.
Now, Required Skills also includes proficiency in MATLAB, Python, etc. We'll put those under Skills.
Preferred Skills list goes under Preferred Skills section.
Now we need to format lists as - . For prose, use
.
Let's craft HTML.
Section headings:
About the role
...
Responsibilities
- ...
...
Requirements
- Active security clearance (SECRET or above) is required.
- Position Level: Mid
- Employment Type: Full Time
- Years of Related Work Experience: 7
- Education Level Required: 4-year degree
But we need to preserve exact phrasing? The posting says "Clearance RequiredSecret", "Position LevelMid", "FT/PTFull Time", "Years Related Work Experience7", "Education Level Required4-yr". We can rephrase slightly but must preserve substantive information. It's okay to adjust for readability as long as we keep the info. Probably fine.
Qualifications
- Bachelor's Degree in STEM with 7+ years relevant experience
- Demonstrated experience supporting MDA GMD Programs
Skills
- Proficiency in MATLAB, including model development, data analysis, and visualization
- Advanced proficiency with Python, including scientific computing libraries such as NumPy, SciPy, Pandas, and Matplotlib
. Let's craft HTML. Section headings:
About the role
...
Responsibilities
- ... ...
Requirements
- Active security clearance (SECRET or above) is required.
- Position Level: Mid
- Employment Type: Full Time
- Years of Related Work Experience: 7
- Education Level Required: 4-year degree
Qualifications
- Bachelor's Degree in STEM with 7+ years relevant experience
- Demonstrated experience supporting MDA GMD Programs
Skills
- Proficiency in MATLAB, including model development, data analysis, and visualization
- Advanced proficiency with Python, including scientific computing libraries such as NumPy, SciPy, Pandas, and Matplotlib
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