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Evolutionary Computing Jobs in Ashburn, VA (NOW HIRING)

Associate Software Engineer

Arlington, VA · On-site +1

$110K - $120K/yr

... evolutionary algorithms for resilient workflow optimization, and enhancing language models to ... Distributed computing, e.g., Kafka event streams * Developing concurrent and asynchronous code ...

... evolutionary algorithms for resilient workflow optimization, and enhancing language models to ... distributed computing at the tactical edge. * Drive Deployment: Take technical ownership of ...

Associate Software Engineer

Arlington, VA · On-site

$110K - $120K/yr

... evolutionary algorithms for resilient workflow optimization, and enhancing language models to ... Distributed computing, e.g., Kafka event streams * Developing concurrent and asynchronous code ...

Senior Principal Architect

Reston, VA · On-site

$176K - $282K/yr

Develop forward-looking architectures with evolutionary pathways for emerging technologies (AI/ML, zero trust, PQC, AIOps, edge computing, etc). * Lead technical solutioning sessions with capture ...

Senior Principal Architect

Reston, VA · On-site

$176K - $282K/yr

Develop forward-looking architectures with evolutionary pathways for emerging technologies (AI/ML, zero trust, PQC, AIOps, edge computing, etc). * Lead technical solutioning sessions with capture ...

... evolutionary algorithms for resilient workflow optimization, and enhancing language models to ... distributed computing at the tactical edge. * Drive Deployment: Take technical ownership of ...

Associate Software Engineer

Arlington, VA · On-site +1

$110K - $120K/yr

... evolutionary algorithms for resilient workflow optimization, and enhancing language models to ... Distributed computing, e.g., Kafka event streams * Developing concurrent and asynchronous code ...

Senior Principal Architect

Reston, VA · On-site

$176K - $282K/yr

Develop forward-looking architectures with evolutionary pathways for emerging technologies (AI/ML, zero trust, PQC, AIOps, edge computing, etc). * Lead technical solutioning sessions with capture ...

Evolutionary Computing information

See Ashburn, VA salary details

$11.2K

$58.7K

$97.7K

How much do evolutionary computing jobs pay per year?

As of Aug 21, 2026, the average yearly pay for evolutionary computing in Ashburn, VA is $58,677.00, according to ZipRecruiter salary data. Most workers in this role earn between $45,500.00 and $71,100.00 per year, depending on experience, location, and employer.

What is evolutionary computing?

Evolutionary computing is a branch of artificial intelligence that uses algorithms inspired by the process of natural selection to solve complex optimization and search problems. These algorithms, such as genetic algorithms, evolve solutions over time by mimicking biological mechanisms like mutation, crossover, and selection. Evolutionary computing is used in various fields, including engineering, economics, and robotics, to find solutions that might be difficult to obtain through traditional methods. It is especially useful for problems where the search space is vast and not easily navigable by conventional algorithms.

What are the key skills and qualifications needed to thrive as an evolutionary computing specialist?

To thrive as an Evolutionary Computing Specialist, you need a solid background in computer science, mathematics, and algorithm design, often supported by an advanced degree in a related field. Familiarity with programming languages (such as Python, C++, or Java), machine learning frameworks, and optimization libraries is typically required. Strong analytical thinking, problem-solving abilities, and creativity are crucial soft skills that help in developing innovative solutions. These skills enable specialists to design and implement effective evolutionary algorithms that solve complex computational problems across various domains.

What are some common challenges faced when implementing evolutionary computing algorithms in real-world projects?

One of the main challenges in applying evolutionary computing algorithms is balancing computational cost with solution quality, as these algorithms can be resource-intensive and require careful parameter tuning. Additionally, translating theoretical models into scalable, real-world applications often involves customizing operators and fitness functions to suit specific domains. Collaboration with domain experts is crucial to accurately define objectives and constraints, and ongoing communication with software engineers ensures efficient integration into existing systems.

What is the difference between Evolutionary Computing vs Data Scientist?

AspectEvolutionary ComputingData Scientist
Required CredentialsTypically a degree in computer science, AI, or related fields; certifications in AI or machine learningDegree in statistics, computer science, or related fields; certifications in data analysis or machine learning
Work EnvironmentResearch labs, AI development teams, academiaBusiness environments, tech companies, consulting firms
Industry UsageOptimization problems, evolutionary algorithms researchData analysis, predictive modeling, business insights
Common Search/ComparisonYesYes

While both roles involve advanced computing techniques, Evolutionary Computing focuses on algorithms inspired by natural selection for optimization, whereas Data Scientists analyze data to extract insights and build predictive models. They often collaborate but serve different primary functions within tech and research industries.

What are popular job titles related to Evolutionary Computing jobs in Ashburn, VA?

For Evolutionary Computing jobs in Ashburn, VA, the most frequently searched job titles are:

What job categories do people searching Evolutionary Computing jobs in Ashburn, VA look for?

The top searched job categories for Evolutionary Computing jobs in Ashburn, VA are:

What cities near Ashburn, VA are hiring for Evolutionary Computing jobs?

Cities near Ashburn, VA with the most Evolutionary Computing job openings:

Associate Software Engineer

STR

Arlington, VA • On-site, Remote

$110K - $120K/yr

Full-time

Re-posted 2 days ago


Job description

About the Team: 

STR's Analytics & Command & Control (AC2) Division develops novel solutions to the most challenging national security problems through advanced analytics. Our teams consist of motivated individuals with degrees in engineering, computer science, mathematics, physics, and data science. We use our expertise and creativity to take innovative ideas from conception to everyday use by our customers. 

As part of the Knowledge Exploitation & Decisions Systems Group, you will work at the intersection of AI and human decision-making. Our portfolio is diverse and high-impact, including Command & Control (C2) via intuitive human-machine interfaces that help operators make the best possible decisions in high-pressure environments, Trusted AI & Autonomy via simulation platforms to test AI autonomy and evaluating the reliability and responsibility of autonomous systems, and Advanced Reasoning via graph-based reasoning and evolutionary algorithms for resilient workflow optimization, and enhancing language models to assess the feasibility of scientific claims. 

The Role: 
Work as part of a tightly knit team to design, develop, implement, and deploy advanced algorithms and software systems. Assist other technical contributors throughout the software lifecycle, from early prototypes to integrated systems. Work on a diverse set of applications, including decision aids for mission planning, information fusion for situational awareness, and novel visualizations to provide decision support to human analysts/planners. This position is based in one of our offices, but will take advantage of STR's flexible, hybrid environment - when the work does not require use of STR's facilities, you are welcome to work remotely.

 
Who You Are: 

  • BS in Computer Science or related technical field
  • Demonstrated expertise in Python
  • Experience with data science and algorithm development
  • Experience with the following:
    • Object-oriented programming principles
    • AI-assisted software development and life cycle tools
    • Service oriented architectures or micro-service architectures
    • Agile software lifecycle methodologies and tools, such as JIRA
    • Test-driven development methodologies 
  • A demonstrated ability to adopt new languages, libraries, and technologies
  • Ability to obtain a Security Clearance, for which US citizenship is needed by the US government 

Even Better:  

  • MS in Computer Science or related technical field 
  • Experience with any of the following:
    • Java or Scala
    • Front-end user interface design and development
    • LLM / vLLM orchestration and integration
    • Performance profiling and tuning
    • Distributed computing, e.g., Kafka event streams
    • Developing concurrent and asynchronous code
    • DevOps or CI/CD tools such as Gitlab
    • Active Security Clearance 

Full-Time Salary Range: $110,000 to $120,000

The salary range listed is based on external market data. Offers are based on factors, such as but not limited to, the candidate's experience, education, training, key skills/critical skills, security clearances, and prevailing market and business conditions.