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Data Analyst No Experience Jobs in Reston, VA (NOW HIRING)

CapTech Consulting

Data Analyst

Reston, VA · On-site

Experience working in an Agile development environment, including requirements definition and ... and no vesting period to help you continue to build financial wellness CapTech is an equal ...

INSPYR Solutions

Data Analyst

Vienna, VA · On-site

$50 - $55/hr

Data Analyst Location: Vienna, Virginia Duration: Initial 6 months contract with extensions ... Power BI experience is strongly preferred, particularly the ability to visualize remediation plans ...

Moore DM Group LLC

Data Analyst

Lanham, MD · On-site +1

$70K - $85K/yr

Moore is a data-driven constituent experience management (CXM) company achieving accelerated growth ... Collect, organize, analyze, and disseminate significant amounts of information with attention to ...

Asta CRS Inc.

Data Analyst

Fairfax, VA · On-site

$28 - $30/hr

We are seeking a Data Analyst to become an integral part of our team! You will analyze data to ... Previous experience in business intelligence, analysis, or other related field * Knowledge of ...

Analytica

Data Analyst

Bethesda, MD · On-site

Experience with at least one of the following programming languages: * SAS * SQL * R * Python * Strong analytical and problem-solving skills * Excellent communication and interpersonal skills

Zigabyte Corporation

Data Analyst

Quantico, VA · On-site

Data Analyst Job Location: Quantico, Virginia Overview: Zigabyte is seeking a mid-level data ... Desired additional qualifications: • Experience installing, configuring, and maintaining IBM ...

Analytica

Data Analyst

Bethesda, MD · On-site

Experience with at least one of the following programming languages: * SAS * SQL * R * Python * Strong analytical and problem-solving skills * Excellent communication and interpersonal skills

Redhorse Corporation

Data Analyst

Arlington, VA · On-site +1

Data Analyst About the Organization Now is a great time to join Redhorse Corporation. Our mission ... Experience working with office productivity software, such as Microsoft Office suite, including ...

CPMC LLC

Data Analyst

Tysons Corner, VA · Remote

Minimum 35 years of data analyst experience supporting federal programs, with HHS customer experience strongly preferred. * Strong handson experience pulling and reporting on data from Microsoft ...

Insilico Logix

Data Analyst

Herndon, VA

$60K - $70K/yr

... experience in data collection and analysis Additional Information BENEFITS: - Off-Site help during the project - Competitive Salary Package starting from $60k to $70k annually with Benefits and ...

Guidehouse

Data Analyst

Arlington, VA

As a Data Analyst, you will be working to identify internal/external databases to be connected ... Experience building AI agents and using AI to produce outcomes * Knowledge of data management and ...

Zigabyte Corporation

Data Analyst

Quantico, VA · On-site

Data Analyst Job Location: Quantico, Virginia Overview: Zigabyte is seeking a mid-level data ... Minimum of 4 years' experience using Microsoft Power Bi or similar software. * Minimum of 2 years ...

Zigabyte Corporation

Data Analyst

Quantico, VA · On-site

Data Analyst Job Location: Quantico, Virginia Overview: Zigabyte is seeking a mid-level data ... Minimum of 4 years' experience using Microsoft Power Bi or similar software. Minimum of 2 years ...

Moore

Data Analyst

Lanham, MD · Remote

As a Data Analyst , your focuswill be on collecting,analyzing, and interpreting marketing data to ... Moore is a data-driven constituent experience management (CXM) company achieving accelerated growth ...

America Votes

Data Analyst

Washington, DC

Analysis and Writing: Collaborate with internal program staff to translate their needs into ... Political experience - At least one cycle of data experience at a political campaign or at a ...

Palnar

Data Analyst

Mclean, VA · On-site

* Must Haves: Strong SQL, SAS Experience (Data Research using SAS) Database experience with (Ex: Sybase ((preferred), Oracle, DB2 (preferred)), Strong background in data analysis with experience ...

Guidehouse

Data Analyst

Arlington, VA · On-site

As a Data Analyst, you will be working to identify internal/external databases to be connected ... Experience building AI agents and using AI to produce outcomes * Knowledge of data management and ...

Alpha Omega Integration

Data Analyst

Washington, DC · Hybrid

$100K - $117K/yr

Data Analyst Clearance Required: Public Trust - Federal Client requires US Citizenship Work ... Experience/Skills: * Three (3) years of experience in generating SAS-based reports using a variety ...

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Data Analyst No Experience information

See Reston, VA salary details

$35.4K

$86K

$141.5K

How much do data analyst no experience jobs pay per year?

As of Sep 2, 2026, the average yearly pay for data analyst no experience in Reston, VA is $85,975.00, according to ZipRecruiter salary data. Most workers in this role earn between $65,000.00 and $100,900.00 per year, depending on experience, location, and employer.

What does a data analyst with no experience do?

A data analyst collects, processes, and interprets data to help organizations make informed decisions. While many data analyst positions prefer candidates with experience, it is possible to start a career as a data analyst with no prior experience by learning relevant skills such as Excel, SQL, and data visualization tools, and by building a portfolio of projects. Entry-level roles or internships are great starting points, and many people transition into data analysis from other fields or after completing online courses and certifications.

What are the key skills and qualifications needed to thrive as a data analyst with no experience?

To thrive as a Data Analyst with no experience, you need a solid understanding of statistics, data interpretation, and foundational knowledge of data analysis concepts, often supported by a relevant degree or coursework. Familiarity with tools like Microsoft Excel, SQL, and beginner-friendly data visualization platforms such as Tableau or Power BI is typically expected, and entry-level certifications can be advantageous. Strong analytical thinking, attention to detail, and effective communication skills help you translate data findings into actionable insights. These skills and qualities are crucial for ensuring accurate data analysis, clear reporting, and valuable contributions to data-driven decision-making.

What is the difference between Data Analyst No Experience vs Data Scientist?

AspectData Analyst No ExperienceData Scientist
Required CredentialsOften a bachelor's degree in related field; certifications like Microsoft Excel or SQL are commonTypically a master's degree or higher in data science, statistics, or related fields; advanced certifications
Work EnvironmentEntry-level roles in various industries, focusing on data collection, cleaning, and basic analysisMore advanced roles involving predictive modeling, machine learning, and complex data analysis
Employer & Industry UsageUsed across industries for reporting and basic analysisUsed in tech, finance, and research sectors for developing models and insights

In summary, Data Analyst No Experience roles are entry-level positions focusing on basic data tasks, while Data Scientists require advanced skills and education for complex analysis and modeling.

Can you become a no experience data analyst?

Yes, it is possible to become a no experience data analyst by acquiring relevant skills such as Excel, SQL, and data visualization tools through online courses or certifications. Entry-level positions often focus on foundational knowledge and willingness to learn, making it accessible for beginners without prior work experience.
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Data Analyst No Experience jobs near you
Infographic showing various Data Analyst No Experience job openings in Reston, VA as of August 2026, with employment types broken down into 1% As Needed, 72% Full Time, 22% Part Time, 1% Temporary, and 4% Contract. Highlights an 92% Physical, 2% Hybrid, and 6% Remote job distribution, with an average salary of $85,975 per year, or $41.3 per hour.

Data Analyst

Accenture Federal Services

Washington, DC • On-site

Full-time

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

Accenture Federal Services rating

8.7

Company rating: 8.7 out of 10

Based on 20 frontline employees who took The Breakroom Quiz

51st of 500 rated business services

Job description

Key Responsibilities:

Data Analysis & AI Performance

  • Analyze chatbot performance metrics such as user satisfaction, deflection rates, response accuracy, latency, and token usage.
  • Monitor LLM model performance to detect quality issues, edge cases, and opportunities for prompt or response optimization.
  • Perform deep-dive analyses on user feedback, conversation patterns, and intent classification to improve the product.
  • Design and execute A/B tests to measure the impact of new features, prompt changes, and model configurations.

Operations & Process Optimization

  • Manage and optimize end-to-end workflows for model deployment, monitoring, and incident response.
  • Build automated alerting systems for operational metrics, SLAs, and AI performance thresholds.
  • Coordinate cross-functional workflows across data science, engineering, product, and business teams.
  • Identify and resolve data quality issues, pipeline bottlenecks, and system inefficiencies through root cause analysis.

Analytics & Reporting

  • Create and maintain dashboards in SQL, Python, and BI tools (Databricks, Splunk, Dynatrace).
  • Develop executive-level reports on chatbot performance, user trends, ROI, and contact center impact.
  • Build data documentation, metadata standards, and analytics playbooks for stakeholder self-service.
  • Track and report KPIs such as user engagement, task completion, escalation patterns, and cost per interaction.

Business Intelligence & Requirements

  • Translate business problems into data-driven solutions with measurable success criteria.
  • Conduct qualitative and quantitative research to uncover user needs and feature opportunities.
  • Write user stories with data-backed acceptance criteria, wireframes, and process flows.
  • Lead requirements sessions and synthesize inputs into actionable insights and prioritized roadmaps.

AI-Specific Focus Areas

  • Monitor guardrail effectiveness, content safety, and compliance with Responsible AI policies.
  • Analyze multi-turn conversation flows for issues like topic drift and response inconsistency.
  • Evaluate RAG performance including citation accuracy and knowledge base coverage.
  • Track model cost drivers such as token consumption and resource usage to optimize efficiency.

Here is what you need:

  • US Citizen (Public Trust eligible)
  • Strong data analysis skills: SQL and Python.
  • Working understanding of AI/ML concepts: LLMs, prompt engineering, model evaluation metrics, NLP fundamentals.
  • Experience with BI/visualization tools: Databricks, Splunk, Tableau, PowerBI, or similar.
  • Knowledge of conversational AI, chatbot analytics, and customer experience metrics.
  • Ability to communicate complex technical findings clearly and translate insights into executive-ready recommendations.

Preferred experience:

  • Hands-on experience with GenAI chatbot analytics for high-volume user environments (1M+ monthly users).
  • Direct involvement in LLM performance monitoring, guardrail testing, or RAG evaluation.
  • Prior work optimizing AI operational workflows such as model deployment or incident response.
  • Experience designing A/B tests or conducting deep-dive analysis on conversational data.
  • Familiarity with operational monitoring tools such as Splunk or Dynatrace.

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