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Trainee Data Analyst Fresh Graduate Jobs in Virginia

Air

Data Analyst

Arlington, VA · On-site

... graduate roles or internships, performing national security-related analytics; preference for ... data manipulation, and data visualization skills * Excellent professional demeanor with a ...

Air

Data Analyst

Arlington, VA

... graduate roles or internships, performing national security-related analytics; preference for ... data manipulation, and data visualization skills * Excellent professional demeanor with a ...

Air

Data Analyst

Arlington, VA

... graduate roles or internships, performing national security-related analytics; preference for ... data manipulation, and data visualization skills * Excellent professional demeanor with a ...

Cherokee Federal

Data Analyst

Arlington, VA · On-site

Data Analyst This position requires an active TS/Sensitive Compartmental Information (SCI ... A minimum of a bachelor's degree from an accredited college or university, Graduate Degree is ...

Cherokee Federal

Data Analyst

Arlington, VA · On-site

Data Analyst This position requires an active TS/Sensitive Compartmental Information (SCI ... A minimum of a bachelor's degree from an accredited college or university, Graduate Degree is ...

GDIT

Data Analyst - TS/SCI with Polygraph

Springfield, VA · On-site

$96K - $130K/yr

Skills: Data Analytics, Data Cleansing, Data Integration, Data Trends, Technology Refresh ... Incumbents bring invaluable mission insight, while new talent adds fresh ideas and energy. Together ...

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Trainee Data Analyst Fresh Graduate information

What are some common challenges faced by trainee data analysts who are fresh graduates, and how can they overcome them?

As a trainee data analyst fresh out of university, one common challenge is transitioning from academic theory to real-world data sets, which are often messy and unstructured. Learning to use industry-standard tools like SQL, Excel, and data visualization platforms can feel overwhelming at first, but seeking mentorship from experienced team members and actively participating in training sessions can ease the process. Additionally, communicating technical findings to non-technical colleagues is a frequent hurdle; practicing clear, concise reporting and asking for feedback can help improve these skills. Embracing a growth mindset and staying curious will help you adapt and thrive in this dynamic role.

What is the difference between Trainee Data Analyst Fresh Graduate vs Data Analyst?

AspectTrainee Data Analyst Fresh GraduateData Analyst
QualificationsBachelor's degree in related field, basic Excel, SQL, and data analysis knowledgeSame as trainee, often with additional certifications or experience
Work EnvironmentEntry-level, supervised training, learning-focusedMore independent, project-based, with increased responsibilities
Employer UsageInternship or training program within companies or consulting firmsFull-time role in various industries like finance, marketing, or tech

In summary, a Trainee Data Analyst Fresh Graduate is an entry-level position designed for recent graduates gaining initial experience, while a Data Analyst typically has more experience and handles more complex tasks independently.

What are the key skills and qualifications needed to thrive as a trainee data analyst fresh graduate, and why are they important?

To thrive as a Trainee Data Analyst, you need a solid understanding of statistics, data analysis, and basic programming skills, typically supported by a degree in mathematics, statistics, computer science, or a related field. Familiarity with tools like Microsoft Excel, SQL, and introductory knowledge of Python or R, as well as data visualization platforms such as Tableau or Power BI, is commonly expected. Strong attention to detail, analytical thinking, and the ability to communicate findings clearly are standout soft skills in this role. These skills and qualities are crucial for accurately interpreting data, supporting data-driven decisions, and effectively contributing to business objectives.

What does a trainee data analyst fresh graduate do?

A Trainee Data Analyst Fresh Graduate is an entry-level professional who assists in collecting, processing, and analyzing data to help organizations make informed decisions. Their responsibilities typically include cleaning datasets, creating basic reports, and learning to use analytical tools such as Excel, SQL, or Python. This role provides hands-on experience and training under the supervision of senior analysts, making it an ideal starting point for recent graduates interested in data-driven careers.
What are the most commonly searched types of Data Analyst Fresh Graduate jobs in Virginia? The most popular types of Data Analyst Fresh Graduate jobs in Virginia are:
What are popular job titles related to Trainee Data Analyst Fresh Graduate jobs in Virginia? For Trainee Data Analyst Fresh Graduate jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Trainee Data Analyst Fresh Graduate jobs in Virginia look for? The top searched job categories for Trainee Data Analyst Fresh Graduate jobs in Virginia are:
What cities in Virginia are hiring for Trainee Data Analyst Fresh Graduate jobs? Cities in Virginia with the most Trainee Data Analyst Fresh Graduate job openings:
Trainee Data Analyst Fresh Graduate jobs near you
Infographic showing various Trainee Data Analyst Fresh Graduate job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 82% Full Time, 13% Part Time, and 4% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution.

Data Analyst

Air

Arlington, VA • On-site

Full-time

Re-posted 21 days ago

Job description

Company Description
Air is the leader in Enterprise Readiness. Our mission is to establish readiness as a real-time condition that is continuously achieved. Today, a dangerous Readiness Gap exists between what the front line needs and what is delivered. Our AI-native platform, Air Enterprise Readiness, aligns development, production, delivery, and sustainment into one coordinated execution system for government agencies and industrial suppliers. By revealing true capacity, exposing real constraints, coordinating resources, and executing at the speed of operational demands, the front line gets what it needs to succeed.
Job Description
Air is looking for motivated, curious, and data-driven individuals to join our team as Implementation Engineers. Implementation Engineers at Air have a quantitative mindset and firm understanding of how to use technology and data to solve hard customer problems. Implementation Engineers are responsible for leveraging quantitative skills to configure Air's technology to achieve customer outcomes, communicate data-driven insights to executives in the national security community, and produce compelling program insights, data visualization, and briefings.
In order to do this job well, you must be analytical, understand people, have a strong drive to use technology to solve the hardest problems, and want to learn everything, particularly about the most pressing national security challenges confronting the nation and how data and machine learning can help address them.
You're eager to build a deep understanding of US Government and Defense acquisition processes and the importance of effective and efficient program management, supply chain risk management, and program and technology modernization. You ask hard, uncomfortable questions. You know there are always multiple answers to hard problems, and you know how to engage in a constructive dialogue to find the best path forward.
This role is a full-time position located out of our office in Arlington, VA.
This role requires 60% travel to client sites across the United States - CONUS and OCONUS
Scope of Responsibilities
  • Develop expertise in Air's clients, offerings, and data, and support customers as an Air product and data expert
  • Execute the successful implementation of software and data to Air's customers and provide platform training
  • Use coding languages (SQL, Python) to conduct technical platform configuration and data integration, or be able to quickly learn and implement these skills
  • Collaborate with Air Engagement Managers and Product Managers to capture market demand and user needs for inclusion into Air's offerings
  • Proactively drive utilization of the product using targeted training and engagement strategies that drive mission outcomes and analytical insights for platform users
  • Develop and maintain documentation, such as tailored user guide reference materials
  • Conduct research and develop quantitative analytic reports using Air technology and data
  • Orally and visually present data-driven findings concisely and compellingly to internal teams, as well as government officials
  • Demonstrate knowledge in areas such as US Government programs and operations, federal acquisitions and program management, government procurement practices, supplier assurance, federal contracting, Planning, Programming, Budgeting, and Execution (PPBE), Supply Chain Risk Management, and Open Source Intelligence (OSINT) analysis

Depending on your background and expertise, you could also be responsible for:
  • Support the success of Air clients via end-user training and user support
  • Provide technical workflow development and configuration
  • Communicate data-driven insights to executives in the national security space
  • Conduct in-depth quantitative and qualitative analyses on problems of importance to U.S. national security community using data visualization, compelling written paper and briefings
  • Provide product demonstrations in support of sales pursuits efforts

Qualifications
  • U.S. Citizenship is required
  • Bachelor's Degree in Business Administration, Business Analytics, Economics, Mathematics, Computer Science, Data Science, International Relations, Political Science, International Security or similar fields, or 1-4 years of equivalent experience

Required Skills:
  • Intermediate familiarity/skills with SQL, Python, and R
  • 2-6 years of relevant experience, including undergraduate or graduate roles or internships, performing national security-related analytics; preference for research, quantitative analysis, data manipulation, and data visualization skills
  • Excellent professional demeanor with a willingness to work outside of your comfort zone in a fast-paced environment without hesitation
  • Strong aptitude for solving open-ended issues in unpredictable, unstructured environments
  • Outstanding listening, verbal, and written communication skills
  • Ability to manage multiple work-streams and projects, learn quickly, and work independently with little supervision

Desired Skills:
  • Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship
  • Experience in or exposure to the nuances of a startup or other entrepreneurial environment
  • 1+ years of relevant experience in user support or user engagement with a focus on platform and product utilization
  • Knowledge of defense acquisition life cycle and program management, technology scouting, and supply chain risk management
  • Knowledge of languages/applications, such as React, Typescript, Java, C, GoLang, or the ability to quickly learn these skills
  • Experience within advisory services, software-as-a-service (SaaS), information services, analytic tools, or data analytics industries
  • Demonstrated ability to conduct relevant business case studies and market analysis using internal and open-source data sources
  • History of engaging with and presenting to federal Government stakeholders

We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we're eager to hear from you.
Air is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.

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