Exploratory data analysis, model selection, feature engineering, hyperparameter tuning, setting up backtesting/evaluation frameworks, and some data engineering and SWE tasks Technical Skills:
Exploratory data analysis, model selection, feature engineering, hyperparameter tuning, setting up backtesting/evaluation frameworks, and some data engineering and SWE tasks Technical Skills:
Partner with engineering teams to define success metrics, run backtesting/regression evaluation, and operationalize models into workflows such as assurance, release validation, and optimization loops.
Partner with engineering teams to define success metrics, run backtesting/regression evaluation, and operationalize models into workflows such as assurance, release validation, and optimization loops.
Partner with engineering teams to define success metrics, run backtesting/regression evaluation, and operationalize models into workflows such as assurance, release validation, and optimization loops.
Partner with engineering teams to define success metrics, run backtesting/regression evaluation, and operationalize models into workflows such as assurance, release validation, and optimization loops.
Partner with engineering teams to define success metrics, run backtesting/regression evaluation, and operationalize models into workflows such as assurance, release validation, and optimization loops.
Partner with engineering teams to define success metrics, run backtesting/regression evaluation, and operationalize models into workflows such as assurance, release validation, and optimization loops.
Enterprise Analytics and Modeling - Quantitative Modeling - Senior Manager
Washington, DC · On-site +1
$175K - $239K/yr
Strong understanding of statistical modeling, model calibration, backtesting, benchmarking, sensitivity analysis, scenario analysis, and stress testing. * Experience supporting models throughout the ...
New
Enterprise Analytics and Modeling - Quantitative Modeling - Senior Manager
Washington, DC · On-site +1
$175K - $239K/yr
Strong understanding of statistical modeling, model calibration, backtesting, benchmarking, sensitivity analysis, scenario analysis, and stress testing. * Experience supporting models throughout the ...
New
Cybersecurity Data Scientist
Mclean, VA · On-site
$77.60 - $176/hr
Apply rigorous experimentation, statistical analysis, and evaluation methods, including precision/recall, drift, calibration, A/B testing, and backtesting against historical incidents to validate ...
Cybersecurity Data Scientist
Mclean, VA · On-site
$77.60 - $176/hr
Apply rigorous experimentation, statistical analysis, and evaluation methods, including precision/recall, drift, calibration, A/B testing, and backtesting against historical incidents to validate ...
Principal Associate, Data Scientist - People Strategy & Analytics
Mclean, VA · On-site
$161.80 - $184.60/hr
Statistically minded, with experience building, validating, and backtesting models; comfortable interpreting a confusion matrix or ROC curve; and familiar with clustering, classification, sentiment ...
Principal Associate, Data Scientist - People Strategy & Analytics
Mclean, VA · On-site
$161.80 - $184.60/hr
Statistically minded, with experience building, validating, and backtesting models; comfortable interpreting a confusion matrix or ROC curve; and familiar with clustering, classification, sentiment ...
Software Engineer-Data Engineering, Machine Learning (ML)
Arlington, VA · On-site
$131K - $158K/yr
Creating validation frameworks - synthetic test data generation, backtesting against historical logs, and shadow-mode evaluation * Building dashboards and visualizations that communicate model ...
Software Engineer-Data Engineering, Machine Learning (ML)
Arlington, VA · On-site
$131K - $158K/yr
Creating validation frameworks - synthetic test data generation, backtesting against historical logs, and shadow-mode evaluation * Building dashboards and visualizations that communicate model ...
Enterprise Analytics and Modeling - Quantitative Modeling - Senior Manager
Washington, DC · On-site +1
$175K - $239K/yr
Strong understanding of statistical modeling, model calibration, backtesting, benchmarking, sensitivity analysis, scenario analysis, and stress testing. * Experience supporting models throughout the ...
New
Enterprise Analytics and Modeling - Quantitative Modeling - Senior Manager
Washington, DC · On-site +1
$175K - $239K/yr
Strong understanding of statistical modeling, model calibration, backtesting, benchmarking, sensitivity analysis, scenario analysis, and stress testing. * Experience supporting models throughout the ...
New
Enterprise Analytics and Modeling - Quantitative Modeling - Senior Manager
Reston, VA · On-site +1
$175K - $239K/yr
Strong understanding of statistical modeling, model calibration, backtesting, benchmarking, sensitivity analysis, scenario analysis, and stress testing. * Experience supporting models throughout the ...
New
Enterprise Analytics and Modeling - Quantitative Modeling - Senior Manager
Reston, VA · On-site +1
$175K - $239K/yr
Strong understanding of statistical modeling, model calibration, backtesting, benchmarking, sensitivity analysis, scenario analysis, and stress testing. * Experience supporting models throughout the ...
New
Software Engineer-Data Engineering, Machine Learning (ML)
Arlington, VA · On-site
$131K - $158K/yr
... backtesting against historical logs, and shadow-mode evaluation • Building dashboards and visualizations that communicate model outputs to technical and non-technical stakeholders • Collaborating ...
Software Engineer-Data Engineering, Machine Learning (ML)
Arlington, VA · On-site
$131K - $158K/yr
... backtesting against historical logs, and shadow-mode evaluation • Building dashboards and visualizations that communicate model outputs to technical and non-technical stakeholders • Collaborating ...
... backtesting with live operational outcomes. * Customer first. You love the process of analyzing and creating, but also share our passion to do the right thing. You know at the end of the day it ...
... backtesting with live operational outcomes. * Customer first. You love the process of analyzing and creating, but also share our passion to do the right thing. You know at the end of the day it ...
... backtesting with live operational outcomes. * Customer first. You love the process of analyzing and creating, but also share our passion to do the right thing. You know at the end of the day it ...
... backtesting with live operational outcomes. * Customer first. You love the process of analyzing and creating, but also share our passion to do the right thing. You know at the end of the day it ...
Backtesting information
See Washington, DC salary details
$47.6K - $58.7K
1% of jobs
$58.7K - $69.8K
2% of jobs
$69.8K - $80.9K
4% of jobs
$80.9K - $92K
13% of jobs
$94.8K is the 25th percentile. Wages below this are outliers.
$92K - $103.2K
18% of jobs
The median wage is $111.5K / yr.
$103.2K - $114.3K
15% of jobs
$114.3K - $125.4K
15% of jobs
$130.7K is the 75th percentile. Wages above this are outliers.
$125.4K - $136.5K
13% of jobs
$136.5K - $147.6K
9% of jobs
$147.6K - $158.8K
5% of jobs
$158.8K - $169.9K
4% of jobs
$47.6K
$116K
$169.9K
How much do backtesting jobs pay per year?
What is backtesting?
What skills and qualifications are needed to thrive as a backtesting analyst?
What are common challenges faced when backtesting trading strategies, and how can they be managed?
What is the difference between Backtesting vs Quantitative Analyst?
| Aspect | Backtesting | Quantitative Analyst |
|---|---|---|
| Primary Role | Testing trading strategies using historical data | Developing and implementing quantitative models for investment decisions |
| Required Skills | Data analysis, programming, finance knowledge | Mathematics, programming, financial theory |
| Work Environment | Trading firms, hedge funds, financial institutions | Asset management firms, hedge funds, banks |
| Certifications | Often none required, but CFA or CQF helpful | CFA, CQF, or advanced degrees common |
Backtesting focuses on evaluating trading strategies with historical data, while a Quantitative Analyst develops models to inform investment decisions. Both roles require strong analytical skills and finance knowledge but differ in scope and responsibilities.
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Job description
Use the capabilities of our AI Platform to deploy production solutions for our customers.
Work with customer data and own the development of an AI solution from ideation to production
Leverage integrations with big data frameworks (e.g. Databricks) as needed to develop solutions for customers. Primary Focus: Exploratory data analysis, model selection, feature engineering, hyperparameter tuning, setting up backtesting/evaluation frameworks, and some data engineering and SWE tasks Technical Skills: Foundational knowledge in data science/ML/CS Core Strengths: Choosing appropriate models, analyzing data, communicating business insights Tech Stack: Python data science stack (e.g., pandas, scikit-learn, pytorch, plotly, etc.) Engineering Tasks: Implement model training pipelines, create plots and visualizations to communicate insights, write re-usable modeling code Collaborative Aspect: Works closely with MLEs, other data scientists, product, customer success, QA MUST HAVE: A BA or greater in Data Science or Math or equivalent.