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Algorithm Research Jobs in Virginia (NOW HIRING)

General Atomics

Data Scientist III

Charlottesville, VA · On-site

$98K - $171K/yr

Algorithm Research and Development: * Guide the development of state-of-the-art tracking algorithms from existing tracking literature, ensuring technical correctness. * Develop statistical approaches ...

STR

Principal Signal Processing Researcher

Arlington, VA

$206K - $284K/yr

... algorithm research. We mature these technologies with the objective of implementation, integration, and eventual utility in RF-based systems, typically tailoring our work for highly specific Defense ...

STR

Lead Signal Processing Researcher

Arlington, VA · On-site

$173K - $216K/yr

... algorithm research. We mature these technologies with the objective of implementation, integration, and eventual utility in RF-based systems, typically tailoring our work for highly specific Defense ...

Socket.dev

Lead Signal Processing Researcher

Arlington, VA · On-site

$173 - $216/hr

... algorithm research. We mature these technologies with the objective of implementation, integration, and eventual utility in RF-based systems, typically tailoring our work for highly specific Defense ...

STR

Principal Signal Processing Researcher

Arlington, VA · On-site

$206K - $284K/yr

... algorithm research. We mature these technologies with the objective of implementation, integration, and eventual utility in RF-based systems, typically tailoring our work for highly specific Defense ...

APOGEE RESEARCH LLC

Algorithm Engineer

Arlington, VA · On-site

Algorithm Engineer Apogee Research is at the forefront of a revolution in how the DoD operates: a turn towards compositional systems of systems instead of traditional monolithic architectures. This ...

APOGEE RESEARCH LLC

Algorithm Engineer

Arlington, VA · On-site

Algorithm Engineer Apogee Research is at the forefront of a revolution in how the DoD operates: a turn towards compositional systems of systems instead of traditional monolithic architectures. This ...

STR

Principal Signal Processing Researcher

Arlington, VA · On-site

$206K - $284K/yr

... algorithm research. We mature these technologies with the objective of implementation, integration, and eventual utility in RF-based systems, typically tailoring our work for highly specific Defense ...

STR

Lead Signal Processing Researcher

Arlington, VA · On-site

$173K - $216K/yr

... algorithm research. We mature these technologies with the objective of implementation, integration, and eventual utility in RF-based systems, typically tailoring our work for highly specific Defense ...

Cellebrite

Senior AI Engineer

Tysons, VA · On-site +1

$123K - $163K/yr

Research and develop Machine Learning algorithms to turn forensic data into investigation leads, evidence, and intelligence insights. Be a part of a heterogeneous, multi-disciplinary research team.

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All JobsAlgorithm Research JobsAlgorithm Research Jobs in Virginia

Algorithm Research information

What are the key skills and qualifications needed to thrive as an algorithm researcher?

To excel as an Algorithm Researcher, you need a strong background in mathematics, computer science, and algorithm design, often supported by an advanced degree such as a master's or PhD. Proficiency with programming languages (like Python, C++, or Java), machine learning frameworks, and version control systems is essential. Analytical thinking, creativity, and effective communication are crucial soft skills that set top performers apart in this field. These skills are vital for developing innovative, efficient solutions and collaborating within interdisciplinary teams to solve complex computational problems.

What is algorithm research?

Algorithm research involves studying, designing, analyzing, and optimizing algorithms to solve complex problems efficiently. Researchers in this field explore new computational methods, improve existing algorithms, and evaluate their performance in various contexts. This work is fundamental in areas like computer science, artificial intelligence, data science, and cryptography, driving technological advances and innovation.

What are the typical challenges faced by professionals in algorithm research roles and how can they best address them?

Algorithm Research professionals often encounter challenges such as bridging the gap between theoretical solutions and practical implementation, staying updated with rapid advancements in the field, and collaborating with cross-functional teams to integrate research outcomes into real-world products. To address these challenges, it is helpful to maintain strong communication with engineering teams, participate in continual learning through academic papers and conferences, and adopt an iterative approach to testing and refining algorithms. Building a habit of documenting experiments and results also streamlines collaboration and future development.

What is the difference between Algorithm Research vs Data Scientist?

AspectAlgorithm ResearchData Scientist
Required CredentialsAdvanced degrees in CS, Mathematics, or related fieldsDegree in CS, Statistics, or related fields; certifications like SAS or Python
Work EnvironmentResearch labs, R&D departments, academiaBusiness environments, analytics teams, tech companies
Industry UsageDeveloping new algorithms, theoretical researchAnalyzing data, building predictive models, insights generation
Common Search/ComparisonYesNo

Algorithm Research focuses on developing and testing new algorithms, often in research or academic settings, requiring advanced technical credentials. Data Scientists analyze data to generate insights and build models, working primarily in business environments. While both roles involve data and programming, their core objectives and work settings differ significantly.

What are popular job titles related to Algorithm Research jobs in Virginia? For Algorithm Research jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Algorithm Research jobs in Virginia look for? The top searched job categories for Algorithm Research jobs in Virginia are:
What cities in Virginia are hiring for Algorithm Research jobs? Cities in Virginia with the most Algorithm Research job openings:
Algorithm Research jobs near you
Infographic showing various Algorithm Research job openings in Virginia as of June 2026, with employment types broken down into 100% Full Time. Highlights an 71% In-person, 9% Hybrid, and 20% Remote job distribution.

Research Statistician - Tracking and Estimation Theory with Security Clearance

GA Intelligence

Charlottesville, VA • On-site

Other

Re-posted 10 days ago

Job description

Are you a statistician who wants to see your Bayesian models protect national security? GA-Intelligence is seeking a Statistics PhD to develop tracking algorithms that process data from heterogeneous sensors, fuse tracks across domains, and enable time-critical intelligence decisions. You'll apply statistical inference, state-space modeling, and Monte Carlo methods to multi-target tracking challenges that combine mathematical rigor with operational constraints. Your work will span algorithm research, operational analysis, and production deployment—from deriving novel filters to validating performance on classified sensor data to partnering with engineers who implement your algorithms at scale.
 
DUTIES AND RESPONSIBILITIES: 
Algorithm Research and Development: * Guide the development of state-of-the-art tracking algorithms from existing tracking literature, ensuring technical correctness.
* Develop statistical approaches to data association in multi-target, multi-sensor environments
* Derive probabilistic models for target behavior and sensor measurement processes
* Prototype algorithms in Python, MATLAB, or R and validate performance through Monte Carlo simulation
* Apply modern statistical and computational methods to emerging tracking challenges
Operational Impact: * Collaborate with intelligence analysts to understand tracking requirements and operational constraints
* Analyze tracking performance on real-world sensor data from classified systems
* Quantify and communicate uncertainty, assumptions, and limitations to support operational decision-making
* Translate operational gaps into tractable statistical problems
* Partner with software engineers to transition algorithms from prototype to production
Research Leadership: * Publish internal research on tracking advances and algorithmic innovations
* Present findings to technical staff, program managers, and government decision-makers, as well as external conferences
* Contribute to proposal development and help shape future research directions
* Mentor junior team members and future hires
* Stay current with tracking research literature and evaluate applicability to operational problemsWe recognize and appreciate the value and contributions of individuals with diverse backgrounds and experiences and welcome all qualified individuals to apply.

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