1

Contract Causal Inference Jobs in Florida (NOW HIRING)

Data Scientist

Tampa, FL · On-site

$104K - $166K/yr

Advanced statistical & ML expertise - Regression, SEM, Bayesian modeling, causal inference, NLP ... and contract considerations. Depending on the position, employees may be eligible for overtime ...

Data Analyst

Orlando, FL · On-site

$70 - $73/hr

Orlando, FL (Hybrid 4/1) Duration: 12+ month contract Compensation: $70.00 - $73.00/hr Work ... Apply causal inference techniques - including difference-in-differences, propensity score matching ...

Advanced statistical & ML expertise - Regression, SEM, Bayesian modeling, causal inference, NLP ... and contract considerations. Depending on the position, employees may be eligible for overtime ...

... contracts with Data Engineering, and develop scalable API and batch-serving patterns. • ... causal inference basics. • Ability to translate technical concepts into actionable business ...

Contribute to CI/CD workflows (Azure DevOps), support data contracts with Data Engineering, and ... Strong understanding of experimental design, statistical testing, and causal inference basics.

Contribute to CI/CD workflows (Azure DevOps), support data contracts with Data Engineering, and ... Strong understanding of experimental design, statistical testing, and causal inference basics.

... inference questions. Ability to explain argument structure, conditional logic, causal reasoning ... Varsity Tutors does not contract in: Alaska, California, Colorado, Delaware, Hawaii, Maine, New ...

... inference questions. Ability to explain argument structure, conditional logic, causal reasoning ... Varsity Tutors does not contract in: Alaska, California, Colorado, Delaware, Hawaii, Maine, New ...

... inference questions. Ability to explain argument structure, conditional logic, causal reasoning ... Varsity Tutors does not contract in: Alaska, California, Colorado, Delaware, Hawaii, Maine, New ...

... inference questions. Ability to explain argument structure, conditional logic, causal reasoning ... Varsity Tutors does not contract in: Alaska, California, Colorado, Delaware, Hawaii, Maine, New ...

... inference questions. Ability to explain argument structure, conditional logic, causal reasoning ... Varsity Tutors does not contract in: Alaska, California, Colorado, Delaware, Hawaii, Maine, New ...

... inference questions. Ability to explain argument structure, conditional logic, causal reasoning ... Varsity Tutors does not contract in: Alaska, California, Colorado, Delaware, Hawaii, Maine, New ...

next page

Showing results 1-20

Contract Causal Inference information

What are some common challenges faced by professionals in contract causal inference roles, and how can they be addressed?

Professionals in contract causal inference roles often encounter challenges such as working with incomplete or messy datasets, ensuring the validity of assumptions in causal models, and effectively communicating complex findings to stakeholders. Addressing these issues typically involves using robust statistical techniques, performing thorough data cleaning, and engaging in transparent documentation of the modeling process. Additionally, collaborating closely with subject matter experts and stakeholders can help clarify project goals and improve the relevance and impact of your analyses.

What is a contract causal inference specialist?

A Contract Causal Inference specialist is a professional who applies statistical and analytical methods to determine cause-and-effect relationships within data, typically on a contractual or project basis. These specialists are often brought in to analyze business, healthcare, or social science data to help organizations make evidence-based decisions. They use techniques such as randomized controlled trials, regression analysis, and propensity score matching to isolate causal impacts. Contract roles are usually temporary and focused on specific projects or questions. This position requires strong statistical knowledge, programming skills, and the ability to communicate findings to non-technical stakeholders.

What are the key skills and qualifications needed to thrive as a contract causal inference specialist?

To thrive as a Contract Causal Inference Specialist, you need a strong background in statistics, econometrics, or data science, typically with an advanced degree in a quantitative field. Proficiency with statistical software like R, Python, and specialized causal inference packages, as well as experience with data wrangling tools, is essential. Exceptional analytical thinking, clear communication, and attention to detail are valuable soft skills for interpreting results and collaborating with clients. These competencies are vital for delivering robust, actionable insights that drive evidence-based decision-making in a contractual setting.

What is the difference between Contract Causal Inference vs Data Analyst?

AspectContract Causal InferenceData Analyst
Required CredentialsStatistics, Data Science, or related certifications; often advanced degreesBachelor's or Master's in Data Science, Statistics, or related fields
Work EnvironmentResearch-focused, project-based, often in consulting or academiaBusiness environments, analyzing data to inform decisions
Employer & Industry UsageResearch institutions, consulting firms, tech companiesCorporations, marketing agencies, finance, healthcare
Search & Comparison IntentUnderstanding causal relationships, research projectsData analysis, reporting, business insights

Contract Causal Inference specialists focus on identifying cause-and-effect relationships through research and statistical methods, often in consulting or academic settings. Data Analysts interpret data to generate reports and insights for business decisions. While both roles require data skills, Contract Causal Inference emphasizes causal modeling and research, whereas Data Analysts focus on descriptive and diagnostic analysis.

What are the most commonly searched types of Causal Inference jobs in Florida? The most popular types of Causal Inference jobs in Florida are:
What cities in Florida are hiring for Contract Causal Inference jobs? Cities in Florida with the most Contract Causal Inference job openings:

Data Scientist

Peraton

Tampa, FL • On-site

$104K - $166K/yr

Full-time

This job post has expired today. Applications are no longer accepted.


Peraton rating

8.3

Company rating: 8.3 out of 10

Based on 56 frontline employees who took The Breakroom Quiz

47th of 221 rated it services


Job description

Responsibilities
This position is contingent on award of contract.
Role Identity & Mission
This senior level Data Scientist provides strategic leadership, advanced analytical expertise, and technical direction for global Operations in the Information Environment (OIE) and Psychological Operations (PSYOP). The role drives the design, execution, and refinement of analytical frameworks that leverage statistical modeling, machine learning, and artificial intelligence to evaluate operational effectiveness and inform commander level decision making.
Core Responsibilities
  • Analytical framework design - Lead creation of statistical, ML, and AI enabled frameworks that measure operational impact and support decision superiority.
  • Advanced quantitative modeling - Direct application of regression analysis, Structural Equation Modeling, timeseries analysis, Bayesian methods, and causal inference to link operations with observed effects.
  • Multisource data integration - Oversee fusion of structured and unstructured data from OSINT, social media analytics, surveys, intelligence inputs, and operational datasets within scalable cloud environments.
  • Natural Language Processing - Direct implementation of NLP techniques including sentiment analysis, topic modeling, and entity recognition to assess behavioral indicators and narrative trends.
  • Assessment plan development - Lead development of assessment plans aligned with commander intent, incorporating baseline data, theories of change, and SMART (Specific, Measurable, Achievable, Relevant, Time Bound) objectives.
  • Database architecture & APIs - Direct SQL based database design and API integrations supporting unified data environments, tagging structures, and LOE/LOP alignment.
  • Predictive modeling - Produce predictive models that forecast behavioral outcomes, operational effects, and environmental shifts.
  • Operational reporting - Deliver quarterly assessments, monthly baselines, and comprehensive analytical reports supporting multiple combatant commands.
  • Leadership & mentorship - Provide senior level guidance to analysts, data engineers, and assessment teams to elevate analytical rigor and mission impact.

Qualifications
  • Clearance: TS/SCI active .
  • Years of Exp/Degree: 8 years with BS/BA, 6 years with MS/MA or 3 years with PhD.
  • Advanced statistical & ML expertise - Regression, SEM, Bayesian modeling, causal inference, NLP, predictive analytics.
  • Programming & data engineering - SQL, Python, R, API development, cloud based analytical platforms.
  • Operational assessment knowledge - IO/PSYOP frameworks, theories of change, MOE/MOP alignment.
  • Data architecture leadership - Unified data environments, tagging structures, LOE/LOP taxonomy.
  • Communication & reporting - Ability to translate complex analytics into actionable insights for senior leaders and operators.

Peraton Overview
Peraton is a next-generation national security company that drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the world's leading mission capability integrator and transformative enterprise IT provider, we deliver trusted, highly differentiated solutions and technologies to protect our nation and allies. Peraton operates at the critical nexus between traditional and nontraditional threats across all domains: land, sea, space, air, and cyberspace. The company serves as a valued partner to essential government agencies and supports every branch of the U.S. armed forces. Each day, our employees do the can't be done by solving the most daunting challenges facing our customers. Visit peraton.com to learn how we're keeping people around the world safe and secure.
Target Salary Range
$104,000 - $166,000. This represents the typical salary range for this position. Salary is determined by various factors, including but not limited to, the scope and responsibilities of the position, the individual's experience, education, knowledge, skills, and competencies, as well as geographic location and business and contract considerations. Depending on the position, employees may be eligible for overtime, shift differential, and a discretionary bonus in addition to base pay.
EEO
EEO: Equal opportunity employer, including disability and protected veterans, or other characteristics protected by law.

What Peraton employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom


Peraton logo

About Peraton

Sourced by ZipRecruiter

At Peraton, we re at the forefront of delivering the next big thing every day. We re the partner of choice to help solve some of the world s most daunting challenges, delivering bold, new solutions to keep people around the world safer and more secure.

Industry

It services

Company size

10,000+ Employees

Headquarters location

Herndon, VA, US

Year founded

2017