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Jobs · Information Technology · California

Data Analyst - Active Secret Clearance Required

Modern Technology Solutions, Inc. (MTSI) · Edwards, CA · 4 wk ago
On-siteInformation TechnologyFull-time
We need to produce HTML fragment with sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. We need to parse the posting. Let's extract content: - About the role: The first paragraph: "MTSI is seeking a Data Analyst to support the USAF Test Pilot School at Edwards AFB, CA. This position can be hybrid. It will require the ability and willingness to travel to Edwards AFB, CA up to 40%. The Data Analyst provides mid-level data analysis and data-engineering support for Doolittle Labs’ flight-test campaigns and applied research. The Analyst executes day-to-day analysis under the technical direction of the Data Scientist and the Director of Data and Analytics, contributes to the lab’s data-driven test infrastructure buildout, and interfaces with OEM partners and external sponsors on post-event data." That's about the role. - Responsibilities: The bullet list after "Responsibilities and duties may include, but are not limited to:" then list items. We need to capture each bullet as
  • . - Requirements: Possibly "Required Skills" and "Required Experience" and "Education Requirements". Could be separate sections: Skills, Requirements, Qualifications. The instruction says use headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we need to map content accordingly. We have: - Skills: "Required Skills" list (working knowledge of applied statistical analysis, etc). Also "All MTSI employees are required to be skilled in the following core competencies:" list (Collaboration/Teamwork, Technical and Functional Skills, Entrepreneurialism, Communication, Customer Focus). Those are also skills/competencies. - Requirements: Could be "Required Experience" (Minimum of 1-3 years...). Also "Desired Experience" maybe qualifies as qualifications? Could be "Qualifications" heading for desired experience and education. - Qualifications: Could include "Education Requirements" and "Desired Experience" and maybe "Clearance Requirements", "Travel", "U.S. Citizenship Is Required". Also "Active Secret clearance is required Ability to qualify for and maintain a TS/SCI clearance". Also "U.S. Citizenship Is Required". Also "Travel This position will require up to 40% travel to Edwards AFB, CA." - Benefits: "MTSI also offers a full range of medical, financial, and other benefits, dependent on the position offered." - Pay: "The expected pay range for this position in California is $XXX,000/year to $XXX,000/year; however, base pay offered may vary depending on established government contract ranges, job-related knowledge, skills, and experience, and other factors." - Schedule: Not explicitly given besides hybrid and travel. Could be "This position can be hybrid." That's schedule? Might be considered schedule info. But schedule heading only if posting actually states them. It says "This position can be hybrid." That's schedule type. Also travel up to 40% is schedule? Might be considered schedule. We could include Schedule section with hybrid and travel info. But we need to avoid filler like "commensurate with experience". Pay range is placeholder $XXX,000/year to $XXX,000/year - that's not specific numbers; it's placeholder. According to rule: never emit a heading followed by filler/placeholder text (e.g., "commensurate with experience", "not specified", "N/A", "varies", "TBD"). The pay range is given as $XXX,000/year to $XXX,000/year, which is placeholder. So we should NOT include Pay section because it's placeholder. Similarly, maybe travel is specific: up to 40% travel to Edwards AFB, CA. That's specific. So Schedule section could include hybrid and travel. Benefits: "MTSI also offers a full range of medical, financial, and other benefits, dependent on the position offered." That's vague but still mentions benefits. It's not placeholder like "varies". It says full range of medical, financial, and other benefits. That's substantive enough? It's not specific but it's not placeholder like "varies". It's a statement. I'd include Benefits. Now we need to ensure we don't repeat job title as heading. We'll not. We need to output only HTML fragment, no /, no markdown fences. We'll produce sections as needed. Let's decide which sections to include: - About the role: yes. - Responsibilities: yes. - Requirements: maybe include Required Experience (1-3 years) and maybe also "Clearance Requirements", "U.S. Citizenship Is Required". Could be under Requirements. - Qualifications: maybe include Education Requirements and Desired Experience. - Skills: include Required Skills and core competencies. - Benefits: yes. - Schedule: hybrid and travel. - Pay: skip due to placeholder. Now we need to ensure we don't duplicate content. Let's extract each piece. About the role paragraph: combine first two sentences? Actually we have: "MTSI is seeking a Data Analyst to support the USAF Test Pilot School at Edwards AFB, CA. This position can be hybrid. It will require the ability and willingness to travel to Edwards AFB, CA up to 40%. The Data Analyst provides mid-level data analysis and data-engineering support for Doolittle Labs’ flight-test campaigns and applied research. The Analyst executes day-to-day analysis under the technical direction of the Data Scientist and the Director of Data and Analytics, contributes to the lab’s data-driven test infrastructure buildout, and interfaces with OEM partners and external sponsors on post-event data." We'll put that in

    . Responsibilities: list items: - Establish a “data-driven test” infrastructure and process for Doolittle Labs, aligned with the AFTC Multi-Domain Test Force (MDTF) and AFTC Data Working Group and VAULTIS-compliant for integration into the DAF Data Mesh Environment (DME). - Support all flight-test activities executed by Doolittle Labs, including modeling and simulation (M&S), test-data planning, and data acquisition requirements definition. - Support flight-test data analysis post-event, including data received from OEM partners (e.g., Lockheed Martin, RTX, Calspan, Boeing, Northrop Grumman, among others) and translation of OEM outputs into Doolittle Labs analysis products. - Apply data-analysis tools to quantify AI-agent performance early—in simulation, HITL/SITL, and pre-flight environments; before flight test on the X-62A VISTA. - Provide and disseminate flight-test results to Doolittle Labs leadership, sponsors, PAE/PM reach-back customers, and, where and when authorized and cleared, the broader T&E community. - Ensure that task related products are consistent in format and content with overall project deliverables - Routinely engage with Govt technical representative + tech leads for our teammates and subcontractors - Acts as a resource/mentor for colleagues with less experience - Works independently, with guidance in only the most complex situations We need to keep punctuation as is. Now Requirements: Could include: - Minimum of 1-3 years of professional data-analysis, data-engineering experience, or comparable applied experience. - Active Secret clearance is required; Ability to qualify for and maintain a TS/SCI clearance. - U.S. Citizenship Is Required. Maybe also "Within driving distance of a SCIF preferred" (that's under Desired Experience? Actually it's under Education Requirements? It appears after Desired Experience list: "Within driving distance of a SCIF preferred". That's a qualification/preference. We'll put under Requirements. Qualifications: Could include: - Education Requirements: B.S. in Computer Science, Statistics, Data Science, Aerospace or Systems Engineering, Applied Mathematics, or a related STEM discipline. - Desired Experience: Prior experience at AFTC, USAF Test Pilot School (TPS), TRMC, AFRL, DARPA, or an OEM flight-test organization. - Experience with X-62A VISTA, F-16 VENOM, Group 1-3 UAS, or similar AI-in-the-loop flight-test programs. - Familiarity with VAULTIS-compliant data products or DAF Data Mesh Environment integration. - Publication record in flight-test T&E, AI evaluation, or related peer-reviewed venues. - Familiarity with VAULTIS / DAF Data Mesh Environment data-product concepts. - Within driving distance of a SCIF preferred (maybe duplicate; we can keep only once). We'll avoid duplication. Skills: Required Skills list: - Working knowledge of applied statistical analysis, exploratory data analysis, and common machine-learning techniques as applied to engineering data. - Working knowledge of flight-test practices (test cards, telemetry, post-flight data reconstruction) is preferred, or a demonstrated ability to acquire that knowledge quickly. - Awareness of the DAF Data Strategy (VAULTIS, DME) and DCWF data-workforce framework; awareness of AFTC data-infrastructure activities led by the MDTF and AFTC Data Working Group. - Awareness of AI/autonomy T&E concepts sufficient to support Data Scientist and Director-level tasking, including basic V&V considerations for nondeterministic systems. - Proficiency with Python (e.g., pandas, NumPy, matplotlib) and SQL for data extraction, transformation, and analysis. - Working proficiency with a data-visualization platform (Tableau, Power BI, or plotly) sufficient to produce reviewable analysis products. - Working proficiency with MATLAB and/or Excel for engineering-data analysis; ability to work with structured telemetry files (CSV, HDF5, etc). - Experience with data cleaning, quality checks, ETL construction, and basic pipeline maintenance. - Skill in version control (e.g, Git) and reproducible-analysis practices (Jupyter, notebook standards) Also core competencies: - Collaboration/Teamwork: Engages others across roles through communication and mutual respect, shares insights, enabling effective teamwork to ensure collective success. (teamwork) - Technical and Functional Skills: Leverages technical and functional expertise to deliver high performance, addresses challenges, and supports business needs while pursuing continuous skill development. (domain knowledge) - Entrepreneurialism: Fosters innovation, evaluates ideas, and advances initiatives with sound judgment and organizational awareness to drive growth and impact. (innovation) - Communication: Communicates clearly and effectively, fostering understanding, collaboration, and alignment through active listening and impactful messaging. (effective communication) - Customer Focus: Prioritizes customer needs, builds trust, and delivers exceptional service by using insights to drive improvements and strengthen relationships. (customer insight) We'll include these as list items under Skills. Benefits: "MTSI also offers a full range of medical, financial, and other benefits, dependent on the position offered." Schedule: "This position can be hybrid." and "Travel This position will require up to 40% travel to Edwards AFB, CA." We'll combine: hybrid work schedule, up to 40% travel to Edwards AFB, CA. Now we need to output HTML with headings

    and content. We must not include empty sections. Let's craft. We'll have:

    About the role

    ...

    Responsibilities

    • ...
      • ...

    Requirements

    • Minimum of 1-3 years of professional data-analysis, data-engineering experience, or comparable applied experience.
    • Active Secret clearance is required; ability to qualify for and maintain a TS/SCI clearance.
    • U.S. Citizenship is required.

    Qualifications

    • B.S. in Computer Science, Statistics, Data Science, Aerospace or Systems Engineering, Applied Mathematics, or a related STEM discipline.
    • Prior experience at AFTC, USAF Test Pilot School (TPS), TRMC, AFRL, DARPA, or an OEM flight-test organization.
    • Experience with X-62A VISTA, F-16 VENOM, Group 1-

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