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Complex Systems Jobs (NOW HIRING)

VTG

Systems Engineer

Chantilly, VA

Overview The Systems Engineer is responsible the applications infrastructure across all networks ... Diagnose and resolve complex technical issues across hardware, software, and network components.

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$15

$27

$42

How much do complex systems jobs pay per hour?

As of Jun 9, 2026, the average hourly pay for complex systems in the United States is $27.49, according to ZipRecruiter salary data. Most workers in this role earn between $21.39 and $31.97 per hour, depending on experience, location, and employer.

What are some typical challenges faced by professionals working in Complex Systems roles, and how can they be managed effectively?

Professionals in Complex Systems often encounter challenges such as managing interdependencies between diverse system components, handling large volumes of data, and adapting to rapidly evolving technologies. These roles require strong analytical skills, adaptability, and collaborative problem-solving with multidisciplinary teams. Effective communication and continuous learning are key strategies for navigating uncertainty and ensuring system reliability. Embracing agile methodologies and leveraging simulation tools can also help in anticipating issues and optimizing performance.

What are the key skills and qualifications needed to thrive as a Complex Systems Analyst, and why are they important?

To thrive as a Complex Systems Analyst, you need strong analytical skills, systems thinking, and a background in mathematics, engineering, or computer science. Familiarity with modeling software (such as MATLAB or Simulink), data analysis tools, and sometimes certifications in systems engineering (like INCOSE) are often required. Excellent problem-solving abilities, communication, and collaboration skills help individuals excel in this interdisciplinary field. These competencies are vital for understanding, optimizing, and managing intricate systems across industries.

What are complex systems?

Complex systems are networks of interconnected components whose interactions give rise to collective behaviors that cannot be easily predicted from the properties of the individual parts. Examples include ecosystems, social networks, the human brain, and financial markets. Researchers in complex systems study how patterns emerge, adapt, and evolve within these systems, often using tools from mathematics, physics, computer science, and biology. Understanding complex systems helps in solving real-world problems that involve many interacting elements.

What jobs make $3,000 a month without a degree?

In complex systems-related fields, roles such as technical support specialists, network administrators, or data analysts can earn around $3,000 monthly without a formal degree, especially with relevant certifications and experience. These jobs often require technical skills, problem-solving abilities, and familiarity with tools like network hardware or data analysis software.

What is the difference between Complex Systems vs Data Scientist?

AspectComplex SystemsData Scientist
Required credentialsDegree in engineering, physics, or related fields; often requires advanced degreesDegree in computer science, statistics, or related fields; often requires advanced degrees
Work environmentResearch labs, academia, or industries like aerospace, defense, or techTech companies, finance, healthcare, and other data-driven industries
Employer usageFocus on modeling complex phenomena and systems analysisFocus on analyzing data to extract insights and build predictive models

While both roles involve analytical skills, Complex Systems specialists focus on understanding and modeling intricate systems, whereas Data Scientists analyze data to inform decisions. The roles often overlap in technical skills but differ in application and industry focus.

More about Complex Systems jobs
What cities are hiring for Complex Systems jobs? Cities with the most Complex Systems job openings:
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Complex Systems jobs near you
Infographic showing various Complex Systems job openings in the United States as of May 2026, with employment types broken down into 1% As Needed, 89% Full Time, 9% Part Time, and 1% Contract. Highlights an 85% Physical, 4% Hybrid, and 11% Remote job distribution, with an average salary of $57,186 per year, or $27.5 per hour.
Systems Engineer (SE1/SE2/SE3) - Data Science & Complex Systems

Systems Engineer (SE1/SE2/SE3) - Data Science & Complex Systems

WILLCOR Inc

Annapolis Junction, MD

Other

Posted 13 days ago

Job description

Job Title:Systems Engineer (SE1/SE2/SE3) - Data Science & Complex Systems
Location:Annapolis Junction, MD
Required Clearance: TS/SCI with CI Polygraph
Salary:Commensurate with experience
Position Overview:
We are seeking a motivated and technically skilled Systems Engineer(Levels SE1-SE3) to support systems engineering efforts with a focus on complex systems of systems and data science applications. This role involves working with unstructured and semi-structured data sources, developing machine learning models, and applying advanced analytical techniques to support mission-critical objectives.
Key Responsibilities:
  • Apply systems engineering principles to analyze, design, and manage complex systems of systems.
  • Develop and apply machine learning and natural language processing (NLP) techniques to extract and process data from a wide range of unstructured and semi-structured documents (e.g., PDFs, CONOPS, DODAF artifacts).
  • Utilize tools such as Apache Tika and PDFMiner for data extraction and transformation.
  • Perform qualitative analysis and develop intuitive data visualizations to support technical assessments and decision-making.
  • Develop custom data processing pipelines and analytical models using programming languages such as Python or R.
  • Design, train, and deploy ML models using frameworks such as TensorFlow and PyTorch.
  • Collaborate with multidisciplinary teams to define requirements, develop solutions, and deliver high-quality engineering products.
Required Qualifications:
  • Bachelor's degree or higher in Systems Engineering, Computer Science, Data Science, or a related technical field.
  • Experience in systems engineering, particularly with systems of systems.
  • Proficiency in Python and/or R, with experience using TensorFlow or PyTorch for ML development.
  • Strong understanding of NLP techniques and data science fundamentals.
  • Experience processing unstructured or semi-structured data using tools like Apache Tika, PDFMiner, or similar.
  • Ability to conduct qualitative analyses and create compelling visual representations of data.
  • Strong written and verbal communication skills.

Preferred Qualifications:
  • Experience working with Department of Defense (DoD) documents and architectures (e.g., CONOPS, DODAF).
  • Familiarity with model-based systems engineering (MBSE) principles.
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About WILLCOR

Sourced by ZipRecruiter

Industry

Business management consulting

Company size

11 - 50 Employees

Headquarters location

College Park, MD, US

Year founded

2002

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