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All Source Intelligence Analyst information

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$127.7K

How much do all source intelligence analyst jobs pay per year?

As of Aug 16, 2026, the average yearly pay for all source intelligence analyst in Michigan is $85,955.00, according to ZipRecruiter salary data. Most workers in this role earn between $64,500.00 and $107,200.00 per year, depending on experience, location, and employer.

What are some common challenges faced by all source intelligence analysts when synthesizing information from multiple sources?

All Source Intelligence Analysts often encounter the challenge of integrating data from a wide range of sources, such as signals intelligence, human intelligence, imagery, and open-source information. Discrepancies in data quality, reliability, and timeliness can complicate the analytical process, requiring analysts to critically assess and corroborate information before drawing conclusions. Effective communication and collaboration with subject matter experts and other intelligence professionals are essential to ensure comprehensive, accurate analytical products. Managing information overload and maintaining objectivity are also key challenges in this dynamic, fast-paced role.

What are the key skills and qualifications needed to thrive as an all source intelligence analyst?

To thrive as an All Source Intelligence Analyst, you need strong analytical abilities, critical thinking, and a background in intelligence studies or a related field, often supported by a security clearance. Familiarity with intelligence analysis software, data visualization tools, and classified information systems is typically required. Excellent communication, attention to detail, and collaboration skills enable effective synthesis of complex information and reporting to decision-makers. These skills are crucial for accurately assessing threats and delivering actionable intelligence to support national security objectives.

What is an all source intelligence analyst?

An All Source Intelligence Analyst is a professional who gathers, analyzes, and interprets information from a variety of sources—such as human intelligence, signals intelligence, imagery, and open sources—to produce comprehensive intelligence assessments. Their work supports decision-makers in the military, government agencies, or private sector by identifying threats, trends, and potential actions of adversaries. Analysts synthesize complex data, create reports, and brief stakeholders on their findings to guide operations and strategic planning.

What is an all source intelligence analyst?

An all source intelligence analyst is a type of data specialist that gathers information from multiple sources. You use the data to compile a report that relevant parties can use to formulate a strategy for upcoming operations. You most likely work with the military, but you can also work for private contractors and other organizations affiliated with the military. As an intelligence analyst, you have an area in which to focus your information acquisition, such as antiterrorism or cyber warfare. Your duties are to gather information from a variety of sources, verify the data, use that information to determine the most likely threat, secure the analysis report using approved data storage practices, and maintain detailed records for future reference.

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All Source Intelligence Analyst jobs near you
Infographic showing various All Source Intelligence Analyst job openings in Michigan as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution, with an average salary of $85,955 per year, or $41.3 per hour.

Business Intelligence Analyst III, Marketing Analytics

AAA Life Insurance Company

Livonia, MI • On-site

Full-time

Re-posted 18 hours ago

Job description

Overview
Why AAA Life
AAA Life is a respected and trusted American brand that has been focusing on Life Insurance and Annuity Products since 1969. At AAA Life we have over 1.8 million policies where we take pride in earning the trust of our policyholders who understand our promise to be there for them - and their families - when we're needed most. By joining the AAA Life team, you are joining a company that genuinely cares about helping each other, with a devotion to protect the lives of those around us. We embrace a diverse, equitable, inclusive culture where all associates can feel a sense of belonging and use their unique talents and perspective to influence, innovate, motivate, and thrive.
How You'll Work
Work Solution: Hybrid
Responsibilities
What You'll Do
As a Business Intelligence and Marketing Analyst, you will be responsible for delivering insights and recommendations related to the marketing of AAA Life's various products. You will partner with marketing staff, marketing data managers, and other data analysts and data scientists to identify business questions, gather data, perform appropriate analyses, and deliver insights and recommendations. This role requires proficiency in SQL, R or Python, a visualization tool such as Power BI or Tableau, and a passion for delivering actionable insights and driving the growth of the organization.
  • Design, build, and automate user friendly PowerBI dashboards to enable data-driven decision making by our stakeholders, including:
    • Developing data quality frameworks
    • Creating standardized reporting templates
    • Conducting advanced customer segmentation analyses
    • Conducting advanced modeling decile analyses
    • Supporting strategic planning with actionable data-driven insights
  • Track marketing initiatives, produce 360-degree campaign results analysis, validating against forecast and plan, proactively identifying actionable opportunities for results improvement, providing status reports and strategic recommendations to business stakeholders. Specifically, focus on:
    • Increasing dashboard efficiency
    • Increasing insight impact
    • Process automation success rates
    • Shortened time to deliver actionable insights
  • Collaborate with marketing stakeholders to identify business questions and challenges, then perform appropriate analyses and deliver actionable insights and recommendations.
  • Work with marketing data team and service providers to ensure data is complete, correct, and suitable for analysis.
  • Design and conduct hypothesis testing (A/B testing and multi-variate testing) to evaluate the effectiveness marketing activities or strategies
  • Maintain clean and organized documentation of data, methodologies, and results in a central depository.
  • Identify opportunities for automation in existing processes to improve overall efficiency. Recommend new processes to enhance efficiency and performance.
  • Back up data scientists and modelers whenever business requires. Comfortable with building statistical models, using ML/AI platforms and algorithms, and marketing technology.
  • Actively seek out innovation and optimization use cases and experiments that will result in organizational transformation and sales and profit improvements.

Qualifications
Qualifications
Basic Required Qualifications:
  • Possess strong analytical and problem-solving skills. Able to effectively communicate complex analytical findings in a candid, clear, and concise way with both technical and non-technical audiences. Able to present findings persuasively.
  • Can maintain perspective between the big picture and the tactical details. Remains aligned with the organization's strategic plan
  • Capable of maintaining solid working relationships with other people. Works well as part of a team
  • Stellar attention to detail, including maintaining accuracy and consistency across a suite of analytics assets, keeping documentation up to date, and proactively identifying and addressing any quality concerns.
  • Self-starter with the ability to identify priorities and focus on items with high business impact
  • Demonstrated ability to translate business requirements into automated reporting solutions. Understanding of marketing metrics and KPIs with focus on automated tracking. Proven track record of implementing report automation and self-service analytics

Preferred Qualifications:
  • Preferred: Master's degree in Statistics, Mathematics, Data Science, Business Analytics, or related field
  • Bachelor's degree in Statistics, Mathematics, Economics, Data Science, Business Analytics, or related field
  • 5+ years of experience in business analytics
    • Proficiency in SQL, Python or R, and visualization tools such as Power BI.
    • Proficiency in cloud platforms (AWS, Azure, Google Cloud)
    • Understanding Machine Learning frameworks
    • Proficiency in version control systems (Git)
  • Experienced with cloud platforms such as AWS, Azure, and Google Cloud. Familiar with big data technologies (Spark, Hadoop)
  • In-depth experience with hypothesis testing, including test design and analysis in marketing, including both digital marketing and direct mail.
  • Advanced training or academic focus in non-parametric statistics, resampling methods, or Bayesian approaches for small sample inference
  • Experience applying sequential testing or multi-armed bandit approaches to maximize insights from limited samples in marketing contexts
  • Experience with data visualization best practices and automated dashboard design.
  • Experience with compliance and Data Governance
    • Data privacy compliance (GDPR, CCPA)
    • Ethical data handling practices
    • Data security best practices

While performing the duties of this job, the employee is frequently required to stand, walk, sit, use hands to finger, handle, or feel, talk, hear and concentrate. Specific vision abilities required by this job include close vision, distance vision, depth perception, and ability to adjust focus.
This job requires the ability to perform duties contained in the job description for this position, including, but not limited to, the above requirements. Reasonable accommodation will be made for otherwise qualified applicants as needed to enable them to fulfill these requirements.
We are committed to ensuring equal employment opportunities for all job applicants and employees. Employment decisions are based upon job-related reasons regardless of an applicant's race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, marital status, genetic information, protected veteran status, or any other status protected by law.
AAA Life Insurance Company does not offer immigration sponsorship for this position. This includes visa types such as H-1B, TN, and STEM OPT. Please do not apply if you currently require or may require employer-sponsored immigration support now or in the future.
#LI-Hybrid

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