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Pattern Recognition Jobs in Virginia (NOW HIRING)

RecruitTalent LLC.

Data Scientist

Fredericksburg, VA · On-site

$60 - $70/hr

Perform statistical analysis, forecasting, and pattern recognition to identify process improvement opportunities. * Develop interactive dashboards and visualizations using tools like Power BI or ...

Vantor

AI/ML Engineer (Senior)

Reston, VA · On-site

$108K - $149K/yr

... pattern recognition, target detection and tracking, machine learning and decision systems • May use system-of-systems and multi-agent approaches to architect and design AI software systems ...

Varsity Tutors

CogAT Tutor

Norfolk, VA · Remote

$18 - $40/hr

Skilled at teaching pattern recognition, analogical reasoning, and spatial visualization strategies for CogAT. Guides students through identifying verbal relationships, solving number sequence ...

Varsity Tutors

CogAT Tutor

Alexandria, VA · Remote

$18 - $40/hr

Skilled at teaching pattern recognition, analogical reasoning, and spatial visualization strategies for CogAT. Guides students through identifying verbal relationships, solving number sequence ...

Varsity Tutors

CogAT Tutor

Blacksburg, VA · Remote

$18 - $40/hr

Skilled at teaching pattern recognition, analogical reasoning, and spatial visualization strategies for CogAT. Guides students through identifying verbal relationships, solving number sequence ...

Varsity Tutors

CogAT Tutor

Charlottesville, VA · Remote

$18 - $40/hr

Skilled at teaching pattern recognition, analogical reasoning, and spatial visualization strategies for CogAT. Guides students through identifying verbal relationships, solving number sequence ...

Varsity Tutors

CogAT Tutor

Virginia Beach, VA · Remote

$18 - $40/hr

Skilled at teaching pattern recognition, analogical reasoning, and spatial visualization strategies for CogAT. Guides students through identifying verbal relationships, solving number sequence ...

Varsity Tutors

CogAT Tutor

Fairfax, VA · Remote

$18 - $40/hr

Skilled at teaching pattern recognition, analogical reasoning, and spatial visualization strategies for CogAT. Guides students through identifying verbal relationships, solving number sequence ...

Varsity Tutors

CogAT Tutor

Richmond, VA · Remote

$18 - $40/hr

Skilled at teaching pattern recognition, analogical reasoning, and spatial visualization strategies for CogAT. Guides students through identifying verbal relationships, solving number sequence ...

Varsity Tutors

CogAT Tutor

Salem, VA · Remote

$18 - $40/hr

Skilled at teaching pattern recognition, analogical reasoning, and spatial visualization strategies for CogAT. Guides students through identifying verbal relationships, solving number sequence ...

Orchard

Data Scientist - Mid-Level

Reston, VA · On-site

... pattern recognition. • Assist analysts in developing structured approaches to predictive intelligence that increase timeliness and accuracy of assessments. • Expand existing Natural Language ...

Varsity Tutors

LSAT Tutor

Virginia Beach, VA · Remote

$26 - $40/hr

Emphasizes pattern recognition in question types and connects LSAT skills to legal thinking and case analysis. * Test Strategy & Adaptive Instruction: Familiar with LSAT difficulty (10-15% acceptance ...

Varsity Tutors

LSAT Tutor

Alexandria, VA · Remote

$26 - $40/hr

Emphasizes pattern recognition in question types and connects LSAT skills to legal thinking and case analysis. * Test Strategy & Adaptive Instruction: Familiar with LSAT difficulty (10-15% acceptance ...

Varsity Tutors

LSAT Tutor

Fairfax, VA · Remote

$26 - $40/hr

Emphasizes pattern recognition in question types and connects LSAT skills to legal thinking and case analysis. * Test Strategy & Adaptive Instruction: Familiar with LSAT difficulty (10-15% acceptance ...

Varsity Tutors

LSAT Tutor

Salem, VA · Remote

$26 - $40/hr

Emphasizes pattern recognition in question types and connects LSAT skills to legal thinking and case analysis. * Test Strategy & Adaptive Instruction: Familiar with LSAT difficulty (10-15% acceptance ...

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All JobsPattern Recognition JobsPattern Recognition Jobs in Virginia

Pattern Recognition information

What are the key skills and qualifications needed to thrive in the pattern recognition position, and why are they important?

Succeeding in the field of pattern recognition requires a strong background in mathematics, statistics, and computer science, often supported by a degree in a related field such as data science, engineering, or artificial intelligence. Familiarity with programming languages like Python or R, machine learning libraries (such as TensorFlow or scikit-learn), and relevant certifications in data analysis or machine learning are highly beneficial. Analytical thinking, attention to detail, and effective problem-solving abilities help you excel in interpreting complex data sets and identifying trends. Mastering these skills is vital for developing accurate models and extracting actionable insights from large volumes of information.

What is a pattern recognition?

A Pattern Recognition job involves developing algorithms and techniques to identify regularities, structures, or trends in data. Professionals in this field work with machine learning, statistical analysis, and computer vision to recognize patterns in images, text, speech, or other datasets. These roles are common in industries such as artificial intelligence, cybersecurity, healthcare, and finance. Skills in programming, mathematics, and data science are essential for success in this field.

What are typical day-to-day responsibilities for someone working in pattern recognition?

Professionals in pattern recognition typically spend their days developing and testing algorithms, analyzing large data sets for underlying patterns, and collaborating with colleagues such as data scientists, engineers, and business analysts. They may also preprocess data, select features, and validate the accuracy of their models, continually refining their approaches based on real-world results. Communication is an important aspect, as they often need to present findings and actionable insights to both technical and non-technical stakeholders. Working in this field provides opportunities to contribute directly to solving real-world problems in areas like image analysis, fraud detection, and natural language processing.

Is pattern recognition a rare skill?

Pattern recognition is a valuable skill in many fields, including roles like data analysis and machine learning, where identifying trends and anomalies is essential. While it can be developed through training and experience, individuals with strong innate abilities or specialized education often excel in this area, making it somewhat less common but highly sought after in certain industries.
What are the most commonly searched types of Pattern Recognition jobs in Virginia? The most popular types of Pattern Recognition jobs in Virginia are:
What are popular job titles related to Pattern Recognition jobs in Virginia? For Pattern Recognition jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Pattern Recognition jobs in Virginia look for? The top searched job categories for Pattern Recognition jobs in Virginia are:
What cities in Virginia are hiring for Pattern Recognition jobs? Cities in Virginia with the most Pattern Recognition job openings:
Pattern Recognition jobs near you
Infographic showing various Pattern Recognition job openings in Virginia as of August 2026, with employment types broken down into 2% As Needed, 75% Full Time, 20% Part Time, and 3% Contract. Highlights an 66% Physical, 1% Hybrid, and 33% Remote job distribution.

Data Scientist

RecruitTalent LLC.

Fredericksburg, VA • On-site

$60 - $70/hr

Contractor

Re-posted 10 days ago

Job description

General Responsibilities:

  • Design and implement data pipelines, analytics models, and machine-learning solutions to support process automation and predictive decision-making.
  • Collect, clean, and validate structured and unstructured data from multiple enterprise systems, ensuring data quality and integrity.
  • Perform statistical analysis, forecasting, and pattern recognition to identify process improvement opportunities.
  • Develop interactive dashboards and visualizations using tools like Power BI or Tableau for real-time performance tracking.
  • Collaborate with Solution Architects and Business Analysts to integrate data insights into workflow automation and digital solutions.
  • Support the creation and enforcement of data governance, metadata, and access-control frameworks in coordination with cybersecurity policies.
  • Evaluate and deploy AI/ML models (e.g., classification, regression, clustering, NLP) within automation and decision-support platforms.
  • Implement ETL processes and maintain scalable data storage on cloud platforms such as AWS, Azure, or GCP.
  • Provide technical documentation, data dictionaries, and model explainability reports for audit and compliance purposes.
  • Support training and knowledge transfer, enabling end users to interpret and leverage analytical insights.

Minimum Qualifications:

  • Education: Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Engineering, or related discipline.
  • Experience:
    • 5–8 years of experience in data analytics, machine learning, or AI model deployment.
    • Proven success designing analytical solutions for IT modernization, automation, or enterprise transformation projects.
    • Experience working with large, complex datasets and applying data-driven methods to improve business or operational performance.

Technical Expertise:

  • Programming & Analysis: Python, R, SQL, Power Query, or PySpark.
  • Machine Learning & AI: scikit-learn, TensorFlow, Keras, or PyTorch.
  • Data Visualization: Power BI, Tableau, Matplotlib, or Plotly.
  • Data Engineering: ETL tools, APIs, REST services, and cloud data storage (AWS S3, Azure Data Lake, GCP BigQuery).
  • Statistics & Modeling: Regression, time-series forecasting, clustering, and anomaly detection.
  • Governance & Security: Familiarity with NIST data-handling standards, FedRAMP compliance, and secure data pipelines.

Preferred Certifications:

  • Microsoft Certified: Data Scientist Associate or Azure AI Engineer
  • Google Professional Data Engineer or AWS Certified Data Analytics – Specialty
  • Certified Analytics Professional (CAP) – INFORMS
  • Lean Six Sigma Green Belt (for data-driven process improvement)
  • Power BI Data Analyst Associate