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Time Series Analysis Jobs in Virginia (NOW HIRING)

Strong time series analysis preferred * Patience * Creativity, integrity, taste, and a solid work ethic WHAT YOU'LL GET: * Generous pay * Cutting edge research opportunities * Competitive medical ...

... time-series analysis • Expertise in optimization algorithms Company : With headquarters in Maryland, Cymertek [/'sī-mer-tek/] Corporation provides superior consulting services for the ...

Data Scientist III

Charlottesville, VA · On-site

$98K - $171K/yr

Expertise in stochastic processes and time series analysis * Proficiency in Python, MATLAB, R, or similar scientific computing languages * Experience implementing statistical algorithms and ...

... time-series analysis • Expertise in optimization algorithms Company : With headquarters in Maryland, Cymertek [/'sī-mer-tek/] Corporation provides superior consulting services for the ...

... time series analysis. Candidates must have hand-on experience with supervised (classification, regression) and unsupervised learning (clustering, dimension reduction). The Senior Data Scientist must ...

... time series analysis. Candidates must have hand-on experience with supervised (classification, regression) and unsupervised learning (clustering, dimension reduction). The Senior Data Scientist must ...

... time series analysis. Candidates must have hand-on experience with supervised (classification, regression) and unsupervised learning (clustering, dimension reduction). The Senior Data Scientist must ...

Familiarity with time-series analysis, uncertainty quantification, rare-event modeling, or reliability analysis. * Experience supporting executive, regulatory, or external stakeholder decision-making.

AI Engineer III - Blue Ring

Reston, VA · On-site

$59.75 - $80.25/hr

Support on-call rotations and drive root-cause analysis for production issues Model Development (Post-training and Time-series Analysis) * Develop anomaly detection models that identify telemetry ...

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Time Series Analysis information

What is a time series analysis?

A Time Series Analysis job involves analyzing data points collected or recorded at specific time intervals to identify patterns, trends, and seasonal variations. Professionals in this role use statistical methods, machine learning models, and forecasting techniques to interpret historical data and make future predictions. Common applications include finance, economics, weather forecasting, and business performance analysis. Strong analytical skills, programming knowledge (e.g., Python, R), and experience with time series models like ARIMA or Prophet are typically required.

What are some common challenges faced in a time series analysis role and how are they addressed?

Professionals in Time Series Analysis often encounter challenges such as handling missing or noisy data, accounting for seasonality and trends, and selecting the most appropriate modeling techniques for complex real-world problems. Addressing these challenges typically involves thorough data preprocessing, applying advanced statistical or machine learning models, and collaborating with domain experts to understand business contexts. Regularly updating models and validating forecasts also ensures accuracy and relevance. This dynamic environment helps analysts develop their expertise, adopt innovative solutions, and contribute significantly to data-driven decision-making within their organizations.

What are the key skills and qualifications needed to thrive in time series analysis?

To excel in Time Series Analysis, you need a strong background in statistics, data analysis, and mathematics, often supported by a degree in statistics, economics, computer science, or a related field. Experience with programming languages such as Python or R, familiarity with statistical packages, and knowledge of specialized tools like ARIMA or machine learning libraries are highly beneficial. Attention to detail, problem-solving skills, and clear communication are important for effectively interpreting data and sharing insights with stakeholders. These competencies enable professionals to extract meaningful trends from complex datasets, inform strategic decisions, and provide valuable forecasts for businesses.

What are the most commonly searched types of Time Series Analysis jobs in Virginia? The most popular types of Time Series Analysis jobs in Virginia are:
Infographic showing various Time Series Analysis job openings in Virginia as of August 2026, with employment types broken down into 74% Full Time, 18% Part Time, and 8% Contract. Highlights an 89% In-person, 7% Hybrid, and 4% Remote job distribution.

Machine Learning Engineer

TwinThread

Charlottesville, VA • On-site

$90 - $120/hr

Other

Medical, PTO

Posted 4 days ago


Job description

JOB DESCRIPTION

Your responsibility will be to develop our pipeline for generic statistics and machine learning models (think: event prediction, anomaly detection, machine population analyses). We offer a configuration-free, AutoML-style approach to our customers, which means there are no customer-specific solutions; expect to think of problems at a higher level of abstraction than you might when developing one-off models or analyses.

WHAT YOU'LL NEED:
  • Strong Python or R programming skills
  • Understanding of relational databases
  • 3+ years of experience as a data scientist, machine learning engineer, or similar role
  • Solid understanding of the fundamentals of statistical modeling
  • Software engineering experience preferred
  • Strong time series analysis preferred
  • Patience
  • Creativity, integrity, taste, and a solid work ethic
WHAT YOU'LL GET:
  • Generous pay
  • Cutting edge research opportunities
  • Competitive medical benefits
  • Flexible schedule
  • Regular team lunches
  • Latest Macbook Pro, any other productivity-boosting items
  • Health Insurance
  • Liberal Vacation Policy
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