Digital Network Exploitation Analyst 1
for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. The posting includes mission statement, description, responsibilities, requirements, qualifications, benefits, pay range. No schedule. So we can have sections: About the role (maybe mission statement and description), Responsibilities, Requirements, Qualifications (maybe overlapping), Skills (maybe certifications), Benefits, Pay. Need to avoid repeating job title as heading. Also need to preserve all substantive info, no boilerplate like EEO, equal opportunity, etc. Remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. So we must strip out the equal opportunity statement at end. Also remove "Our Mission Statement" maybe part of About the role. We'll keep mission statement as prose.
We need to use - for any list of duties/requirements/benefits. Use
for prose.
We must not invent sections like Schedule if not present.
We need to include Pay section only if posting states it: yes, Anticipated Annual Salary Range for Levels 1 95k-115k.
Benefits: list given.
Responsibilities: bullet list of duties.
Requirements: bullet list of requirements (education, experience, etc.)
Qualifications: maybe overlapping; but we can combine? The instruction: prefer a few substantive sections over many thin ones. Could combine Requirements and Qualifications into one? But they ask to use headings for those categories if present. We have both Requirements and Qualifications content. Could treat Requirements as education/experience, Qualifications as certifications and preferred skills. Or we could have Requirements (education/experience) and Skills (certifications). Let's decide.
We have: Requirements Bachelor's degree in Computer Science Level 1: Two (2) or more years of experience Combination of experience and education may be considered. Information Technology (IT) and Information Security (IS) degrees may be considered relevant if the programs contain the amount and type of coursework equivalent to a Computer Science (CS) major. Certifications preferred: Sec+, Net+, CEH Must have experience in computer or information systems design/development/analysis roles, which may include: Engineering hardware and/or software Programming Computer/network security Vulnerability analysis Penetration testing Computer forensics Information assurance Systems engineering Network and systems administration Completion of military training in a relevant area such as JCAC (Joint Cyber Analysis Course) may be considered toward the relevant experience requirement (e.g., a 24-week JCAC course may count as 6 months of experience).
That's a mix of requirements and qualifications. Could split: Requirements (education/experience) and Qualifications (certifications, preferred experience). But we also have Skills maybe not explicit. Could treat certifications as Skills.
We'll create sections:
- About the role (mission statement + description of role)
- Responsibilities (list of duties)
- Requirements (education, experience, etc.)
- Qualifications (certifications, preferred experience)
- Benefits (list)
- Pay (salary range)
We must not include Schedule.
Now we need to preserve all substantive info: mission statement paragraphs, role description, etc.
Let's extract mission statement:
"Our Mission Statement At Aperio Global, we bring together experts in cybersecurity, AI, data analytics, and cloud technologies to solve complex national security challenges. We focus on work where our expertise creates the greatest impact. Our team includes technologists, Intelligence Community veterans, and security professionals who believe the best solutions come from collaboration, accountability, and technical excellence. From cyber operations and AI platforms to cloud-native software and emerging technologies, our work speaks for itself. Come Solve With Us We offer competitive pay, comprehensive benefits, retirement savings with company match, generous paid time off, and professional development. We invest in our people because great missions require great teams."
That's a bit repetitive but we keep.
Then after that: "U.S. Citizenship is required for this position due to federal government contract and security clearance requirements. Current TS/SCI With Polygraph Required Aperio Global is seeking Digital Network Exploitation Analysts (DNEAs) to support our IC program in Fort Meade, Maryland. The DNEA role involves evaluating target opportunities, understanding and mapping target networks, and developing detailed exploitation and operations plans, using various sources of data. The role requires analyzing SIGINT and cybersecurity data at different OSI network levels and possessing knowledge of logical/physical IP core infrastructure, communication devices, and network traffic patterns. The candidate should actively contribute to the development of new tradecraft for analysis as technology evolves. Collaboration with a team to understand intelligence needs, mission relevance, and areas of expertise is essential. Additionally, the job involves using analytical skills and curiosity to form hypotheses, choose appropriate analysis techniques, and derive insights from data, which will be documented, contextualized, and shared with teammates, stakeholders, and intelligence consumers. Analyze SIGINT and cybersecurity data at multiple levels up and down the OSI network stack and brings a solid understanding of logical/physical IP core infrastructure, communication devices, and how they connect to networks, as well as the traffic movements in a network. Participate in developing new tradecraft needed to perform this analysis as technologies evolve. Collaborates with a team to develop shared understandings of intelligence needs, mission relevance, and areas of expertise. Apply innate curiosity and analytical talent to form hypotheses, critically assess and choose analysis techniques, then query, merge, enrich, evaluate, and pivot within data to attain and share insights. Distill, document, contextualize, and share findings—including any new tradecraft that you develop—with teammates, stakeholders, and intelligence consumers."
That's responsibilities.
Now Requirements section: we have the block starting with "Clearance : Current and Active TS/SCI with Polygraph required Requirements Bachelor's degree in Computer Science Level 1: Two (2) or more years of experience Combination of experience and education may be considered. Information Technology (IT) and Information Security (IS) degrees may be considered relevant if the programs contain the amount and type of coursework equivalent to a Computer Science (CS) major. Certifications preferred: Sec+, Net+, CEH Must have experience in computer or information systems design/development/analysis roles, which may include: Engineering hardware and/or software Programming Computer/network security Vulnerability analysis Penetration testing Computer forensics Information assurance Systems engineering Network and systems administration Completion of military training in a relevant area such as JCAC (Joint Cyber Analysis Course) may be considered toward the relevant experience requirement (e.g., a 24-week JCAC course may count as 6 months of experience)."
We need to separate clearance maybe as part of Requirements? It's a requirement. We'll include in Requirements.
Now Benefits: list given.
Pay: "Anticipated Annual Salary Range for Levels 1 95k- 115k The salary range for this role represents Aperio’s good-faith estimate of compensation at the time of posting. Placement within the range is based on multiple factors, including but not limited to an individual’s qualifications, relevant experience, education, certifications, technical skills, contract labor categories and/or rates, work location, market conditions, and business needs."
We'll put that in Pay section.
Now we must remove boilerplate: equal opportunity statement at end. Also remove duplicated lines? There's some duplication in responsibilities (some sentences repeated). We should preserve all substantive info but not duplicate lines. We can deduplicate similar sentences. However instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." Removing duplicates could be considered summarizing away detail? Might be okay if it's truly duplicated lines. The posting has some repeated sentences: "Analyze SIGINT and cybersecurity data at multiple levels up and down the OSI network stack and brings a solid understanding..." appears similar to earlier. We could keep both but maybe it's okay to keep as is. Safer to keep them as they appear, even if duplicated. But we should remove obvious boilerplate like equal opportunity.
We'll output HTML fragment.
Structure:
About the role
mission statement paragraphs...
Responsibilities
- ...
...
Requirements
- ...
...
Qualifications
- ...
...
Benefits
- ...
...
Pay
...
We need to ensure we don't include Schedule.
Now craft content.
About the role: combine mission statement and "Come Solve With Us" etc. We'll make two paragraphs maybe.
Paragraph 1: "Our Mission Statement At Aperio Global, we bring together experts in cybersecurity, AI, data analytics, and cloud technologies to solve complex national security challenges. We focus on work where our expertise creates the greatest impact. Our team includes technologists, Intelligence Community veterans, and security professionals who believe the best solutions come from collaboration, accountability, and technical excellence. From cyber operations and AI platforms to cloud-native software and emerging technologies, our work speaks for itself."
Paragraph 2: "Come Solve With Us We offer competitive pay, comprehensive benefits, retirement savings with company match, generous paid time off, and professional development. We invest in our people because great missions require great teams."
Paragraph 3: "U.S. Citizenship is required for this position due to federal government contract and security clearance requirements. Current TS/SCI With Polygraph Required Aperio Global is seeking Digital Network Exploitation Analysts (DNEAs) to support our IC program in Fort Meade, Maryland."
But the third paragraph includes role description; maybe we should move that to Responsibilities. Actually the role description starts after that sentence. So we can keep the citizenship and clearance as part of About the role? Might be better to put clearance in Requirements. Let's keep About the role as mission statement and general description of company and the offer. Then Responsibilities will contain the DNEA role details.
Thus About the role: two paragraphs as above (mission + Come Solve With Us). We'll exclude the citizenship line.
Now Responsibilities: list each duty.
We need to extract duties from the block after "Aperio Global is seeking Digital Network Exploitation Analysts (DNEAs) ..." until before "Clearance :". Let's parse.
Sentences:
- The DNEA role involves evaluating target opportunities, understanding and mapping target networks, and developing detailed exploitation and operations plans, using various sources of data.
- The role requires analyzing SIGINT and cybersecurity data at different OSI network levels and possessing knowledge of logical/physical IP core infrastructure, communication devices, and network traffic patterns.
- The candidate should actively contribute to the development of new tradecraft for analysis as technology evolves.
- Collaboration with a team to understand intelligence needs, mission relevance, and areas of expertise is essential.
- Additionally, the job involves using analytical skills and curiosity to form hypotheses, choose appropriate analysis techniques, and derive insights from data, which will be documented, contextualized, and shared with teammates, stakeholders, and intelligence consumers.
- Analyze SIGINT and cybersecurity data at multiple levels up and down the OSI network stack and brings a solid understanding of logical/physical IP core infrastructure, communication devices, and how they connect to networks, as well as the traffic movements in a network.
- Participate in developing new tradecraft needed to perform this analysis as technologies evolve.
- Collaborates with a team to develop shared understandings of intelligence needs, mission relevance, and areas of expertise.
- Apply innate curiosity and analytical talent to form hypotheses, critically assess and choose analysis techniques, then query, merge, enrich, evaluate, and pivot within data to attain and share insights.
- Distill, document, contextualize, and share findings—including any new tradecraft that you develop—with teammates, stakeholders, and intelligence consumers.
We can make each a bullet.
Now Requirements: include clearance, education, experience, etc.
List:
- U.S. Citizenship required (due to federal government contract and security clearance requirements)
- Current and active TS/SCI with Polygraph required
- Bachelor's degree in Computer Science
- Level
for prose. We must not invent sections like Schedule if not present. We need to include Pay section only if posting states it: yes, Anticipated Annual Salary Range for Levels 1 95k-115k. Benefits: list given. Responsibilities: bullet list of duties. Requirements: bullet list of requirements (education, experience, etc.) Qualifications: maybe overlapping; but we can combine? The instruction: prefer a few substantive sections over many thin ones. Could combine Requirements and Qualifications into one? But they ask to use headings for those categories if present. We have both Requirements and Qualifications content. Could treat Requirements as education/experience, Qualifications as certifications and preferred skills. Or we could have Requirements (education/experience) and Skills (certifications). Let's decide. We have: Requirements Bachelor's degree in Computer Science Level 1: Two (2) or more years of experience Combination of experience and education may be considered. Information Technology (IT) and Information Security (IS) degrees may be considered relevant if the programs contain the amount and type of coursework equivalent to a Computer Science (CS) major. Certifications preferred: Sec+, Net+, CEH Must have experience in computer or information systems design/development/analysis roles, which may include: Engineering hardware and/or software Programming Computer/network security Vulnerability analysis Penetration testing Computer forensics Information assurance Systems engineering Network and systems administration Completion of military training in a relevant area such as JCAC (Joint Cyber Analysis Course) may be considered toward the relevant experience requirement (e.g., a 24-week JCAC course may count as 6 months of experience). That's a mix of requirements and qualifications. Could split: Requirements (education/experience) and Qualifications (certifications, preferred experience). But we also have Skills maybe not explicit. Could treat certifications as Skills. We'll create sections: - About the role (mission statement + description of role) - Responsibilities (list of duties) - Requirements (education, experience, etc.) - Qualifications (certifications, preferred experience) - Benefits (list) - Pay (salary range) We must not include Schedule. Now we need to preserve all substantive info: mission statement paragraphs, role description, etc. Let's extract mission statement: "Our Mission Statement At Aperio Global, we bring together experts in cybersecurity, AI, data analytics, and cloud technologies to solve complex national security challenges. We focus on work where our expertise creates the greatest impact. Our team includes technologists, Intelligence Community veterans, and security professionals who believe the best solutions come from collaboration, accountability, and technical excellence. From cyber operations and AI platforms to cloud-native software and emerging technologies, our work speaks for itself. Come Solve With Us We offer competitive pay, comprehensive benefits, retirement savings with company match, generous paid time off, and professional development. We invest in our people because great missions require great teams." That's a bit repetitive but we keep. Then after that: "U.S. Citizenship is required for this position due to federal government contract and security clearance requirements. Current TS/SCI With Polygraph Required Aperio Global is seeking Digital Network Exploitation Analysts (DNEAs) to support our IC program in Fort Meade, Maryland. The DNEA role involves evaluating target opportunities, understanding and mapping target networks, and developing detailed exploitation and operations plans, using various sources of data. The role requires analyzing SIGINT and cybersecurity data at different OSI network levels and possessing knowledge of logical/physical IP core infrastructure, communication devices, and network traffic patterns. The candidate should actively contribute to the development of new tradecraft for analysis as technology evolves. Collaboration with a team to understand intelligence needs, mission relevance, and areas of expertise is essential. Additionally, the job involves using analytical skills and curiosity to form hypotheses, choose appropriate analysis techniques, and derive insights from data, which will be documented, contextualized, and shared with teammates, stakeholders, and intelligence consumers. Analyze SIGINT and cybersecurity data at multiple levels up and down the OSI network stack and brings a solid understanding of logical/physical IP core infrastructure, communication devices, and how they connect to networks, as well as the traffic movements in a network. Participate in developing new tradecraft needed to perform this analysis as technologies evolve. Collaborates with a team to develop shared understandings of intelligence needs, mission relevance, and areas of expertise. Apply innate curiosity and analytical talent to form hypotheses, critically assess and choose analysis techniques, then query, merge, enrich, evaluate, and pivot within data to attain and share insights. Distill, document, contextualize, and share findings—including any new tradecraft that you develop—with teammates, stakeholders, and intelligence consumers." That's responsibilities. Now Requirements section: we have the block starting with "Clearance : Current and Active TS/SCI with Polygraph required Requirements Bachelor's degree in Computer Science Level 1: Two (2) or more years of experience Combination of experience and education may be considered. Information Technology (IT) and Information Security (IS) degrees may be considered relevant if the programs contain the amount and type of coursework equivalent to a Computer Science (CS) major. Certifications preferred: Sec+, Net+, CEH Must have experience in computer or information systems design/development/analysis roles, which may include: Engineering hardware and/or software Programming Computer/network security Vulnerability analysis Penetration testing Computer forensics Information assurance Systems engineering Network and systems administration Completion of military training in a relevant area such as JCAC (Joint Cyber Analysis Course) may be considered toward the relevant experience requirement (e.g., a 24-week JCAC course may count as 6 months of experience)." We need to separate clearance maybe as part of Requirements? It's a requirement. We'll include in Requirements. Now Benefits: list given. Pay: "Anticipated Annual Salary Range for Levels 1 95k- 115k The salary range for this role represents Aperio’s good-faith estimate of compensation at the time of posting. Placement within the range is based on multiple factors, including but not limited to an individual’s qualifications, relevant experience, education, certifications, technical skills, contract labor categories and/or rates, work location, market conditions, and business needs." We'll put that in Pay section. Now we must remove boilerplate: equal opportunity statement at end. Also remove duplicated lines? There's some duplication in responsibilities (some sentences repeated). We should preserve all substantive info but not duplicate lines. We can deduplicate similar sentences. However instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." Removing duplicates could be considered summarizing away detail? Might be okay if it's truly duplicated lines. The posting has some repeated sentences: "Analyze SIGINT and cybersecurity data at multiple levels up and down the OSI network stack and brings a solid understanding..." appears similar to earlier. We could keep both but maybe it's okay to keep as is. Safer to keep them as they appear, even if duplicated. But we should remove obvious boilerplate like equal opportunity. We'll output HTML fragment. Structure:
About the role
mission statement paragraphs...
Responsibilities
- ... ...
Requirements
- ... ...
Qualifications
- ... ...
Benefits
- ... ...
Pay
...
We need to ensure we don't include Schedule. Now craft content. About the role: combine mission statement and "Come Solve With Us" etc. We'll make two paragraphs maybe. Paragraph 1: "Our Mission Statement At Aperio Global, we bring together experts in cybersecurity, AI, data analytics, and cloud technologies to solve complex national security challenges. We focus on work where our expertise creates the greatest impact. Our team includes technologists, Intelligence Community veterans, and security professionals who believe the best solutions come from collaboration, accountability, and technical excellence. From cyber operations and AI platforms to cloud-native software and emerging technologies, our work speaks for itself." Paragraph 2: "Come Solve With Us We offer competitive pay, comprehensive benefits, retirement savings with company match, generous paid time off, and professional development. We invest in our people because great missions require great teams." Paragraph 3: "U.S. Citizenship is required for this position due to federal government contract and security clearance requirements. Current TS/SCI With Polygraph Required Aperio Global is seeking Digital Network Exploitation Analysts (DNEAs) to support our IC program in Fort Meade, Maryland." But the third paragraph includes role description; maybe we should move that to Responsibilities. Actually the role description starts after that sentence. So we can keep the citizenship and clearance as part of About the role? Might be better to put clearance in Requirements. Let's keep About the role as mission statement and general description of company and the offer. Then Responsibilities will contain the DNEA role details. Thus About the role: two paragraphs as above (mission + Come Solve With Us). We'll exclude the citizenship line. Now Responsibilities: list each duty. We need to extract duties from the block after "Aperio Global is seeking Digital Network Exploitation Analysts (DNEAs) ..." until before "Clearance :". Let's parse. Sentences: - The DNEA role involves evaluating target opportunities, understanding and mapping target networks, and developing detailed exploitation and operations plans, using various sources of data. - The role requires analyzing SIGINT and cybersecurity data at different OSI network levels and possessing knowledge of logical/physical IP core infrastructure, communication devices, and network traffic patterns. - The candidate should actively contribute to the development of new tradecraft for analysis as technology evolves. - Collaboration with a team to understand intelligence needs, mission relevance, and areas of expertise is essential. - Additionally, the job involves using analytical skills and curiosity to form hypotheses, choose appropriate analysis techniques, and derive insights from data, which will be documented, contextualized, and shared with teammates, stakeholders, and intelligence consumers. - Analyze SIGINT and cybersecurity data at multiple levels up and down the OSI network stack and brings a solid understanding of logical/physical IP core infrastructure, communication devices, and how they connect to networks, as well as the traffic movements in a network. - Participate in developing new tradecraft needed to perform this analysis as technologies evolve. - Collaborates with a team to develop shared understandings of intelligence needs, mission relevance, and areas of expertise. - Apply innate curiosity and analytical talent to form hypotheses, critically assess and choose analysis techniques, then query, merge, enrich, evaluate, and pivot within data to attain and share insights. - Distill, document, contextualize, and share findings—including any new tradecraft that you develop—with teammates, stakeholders, and intelligence consumers. We can make each a bullet. Now Requirements: include clearance, education, experience, etc. List: - U.S. Citizenship required (due to federal government contract and security clearance requirements) - Current and active TS/SCI with Polygraph required - Bachelor's degree in Computer Science - Level