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Veracity information

What is the difference between Veracity vs Data Analyst?

AspectVeracityData Analyst
Required CredentialsTypically requires knowledge of data quality, data governance, and sometimes certifications in data managementUsually requires a degree in statistics, mathematics, or related fields; certifications like Microsoft Excel, SQL, or Tableau are common
Work EnvironmentOften within data management teams, IT departments, or data governance unitsWorks across departments analyzing data, creating reports, and providing insights
Employer & Industry UsageUsed in industries focusing on data integrity, compliance, and data quality assuranceCommon in finance, marketing, healthcare, and tech sectors for data-driven decision making

While Veracity focuses on ensuring data accuracy and integrity, Data Analysts interpret and analyze data to support business decisions. Both roles require familiarity with data tools, but Veracity emphasizes data quality management, whereas Data Analysts focus on deriving insights from data.

What are some common challenges faced by professionals working in data veracity roles, and how can they be addressed?

Professionals responsible for data veracity often encounter challenges such as identifying inconsistencies in large datasets, ensuring data accuracy across multiple sources, and managing data integrity in real-time environments. These challenges can be addressed by implementing robust data validation processes, leveraging automated data quality tools, and collaborating closely with data engineers and analysts to develop standardized data governance protocols. Regular training on data management best practices and fostering a culture of transparency can also help maintain high standards of data veracity.

What is a veracity job?

Veracity jobs typically refer to roles involved in ensuring the accuracy, reliability, and truthfulness of information, data, or processes within an organization. These positions can be found in industries like data science, journalism, quality assurance, or compliance, where verifying facts and maintaining data integrity are crucial. Responsibilities may include auditing data, fact-checking, conducting quality checks, or developing systems to detect misinformation. Professionals in these roles help organizations build trust and make informed decisions based on accurate information.

What are the key skills and qualifications needed to thrive as a veracity analyst, and why are they important?

To thrive as a Veracity Analyst, you need strong analytical skills, attention to detail, and a background in data analysis, journalism, or information science. Familiarity with fact-checking tools, data verification software, and research databases is typically required. Exceptional critical thinking, communication, and ethical judgment are essential soft skills for evaluating information credibility. These skills ensure that accurate, reliable information is delivered, supporting informed decision-making and public trust.
What are popular job titles related to Veracity jobs in Virginia? For Veracity jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Veracity jobs in Virginia look for? The top searched job categories for Veracity jobs in Virginia are:
Veracity jobs near you
Infographic showing various Veracity job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 77% Full Time, 3% Part Time, 1% Temporary, and 18% Contract. Highlights an 91% Physical, 2% Hybrid, and 7% Remote job distribution.

WGL- Associate Climate and Energy Analyst

AltaGas

Springfield, VA • On-site

$66K - $95K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted 21 days ago

Job description


Associate Climate and Energy Analyst will support the regulatory and climate strategy of the business, including supporting emerging regulatory and policy needs on a broad basis, developing quality data to support regulatory rate excellence with a focus on long-term data management/documentation, and undertaking cross-functional work to develop and maintain timely, accurate, and reproducible data and high-quality periodic reports that are relevant to internal and external stakeholders.
Primary Duties
• Monitor and research regulatory and policy developments on a broad range of utility topics, supporting cross-functional data-driven compliance, reporting, and filing requirements, with ultimate accountability for the veracity of all analysis produced.
• Prepare research and analysis that uses Company data that can be used in expert testimony, including support for policy/strategy objectives, with a particular emphasis on issues related to decarbonization and emissions.
• Analyze and monitor company data, support scenario modeling as well as evaluation of data that may be responsive to state and federal actions and orders, industry/technology developments, and peer company activities in a way that will position the Company to use a data-driven approach to strategic decisions and to respond to fast-moving business/regulatory demands.
• Build and maintain large data models based on both new and developed databases, as directed.
Qualifications
  • Bachelor's degree in Data Science, Business, Economics, Engineering or a related field.
  • Minimum of 2 years of experience

Work Experience
  • Minimum of 2 years of experience involving a combination of financial analysis, strategic scenario analysis, evaluation of climate or energy use issues, and/or strategy consulting is preferred

Skills & Abilities
  • Ability to work in a team, as well as independently, and a willingness to shift focus and activity to accomplish the departmental objective(s) with the highest priority.
  • Ability to analyze and solve narrowly defined business problems.
  • Strong quantitative analytical skills and attention to detail, with a growth mindset and effective communication skills to interpret results and translate them for various audiences.
  • Proficiency of Microsoft office tools - PowerPoint & Excel, computer programming such as Python, use of data tools such as R or Stata, and knowledge of business intelligence (BI) tools.
  • Proficiency with overlaying databases such as SQL or in Excel with geospatial mapping tools such as GIS or QGIS desired.

We offer a competitive salary range of $66,000 to $95,700 per year, commensurate with experience, education, and skills. In addition, we provide a comprehensive benefits package including health insurance, retirement plans, and paid time off.
The Company values diversity in its workforce and encourages United States military veterans and service members who meet the qualifications to apply
Why work at AltaGas?
AltaGas is a North American energy infrastructure company with a focus on owning and operating assets that provides affordable energy to our customers. AltaGas assets include Washington Gas/WGL, SEMCO, and Petrogas. Our talented team, nearly 3,000 strong, leverages the strength of our assets and expertise along the energy value chain to connect customers with premier energy solutions - from the well sites of upstream producers to the doorsteps of homes and businesses to new markets around the world.
We deliver affordable natural gas to approximately 1.7 million customers' homes and businesses through regulated natural gas distribution utilities across four jurisdictions in the United States and two regulated natural gas storage utilities in the United States. Learn more about our team, vision, and strategy.
To learn more about our mission: https://youtu.be/k1mrKDdsYW8?si=y1k3NOyHxgf4emdL
#LI-JH1
For Canadian hires: AltaGas hires personnel on the basis of job-related qualifications. All qualified applicants will receive consideration without regard to a person's ancestry, place of origin, colour, ethnic origin, citizenship, creed, sex, sexual orientation, gender identity or expression, age, record of offences, marital status, family status or disability or any other characteristic protected by applicable law.
For U.S. hires: WGL/SEMCO/AltaGas offers a total rewards package that includes competitive pay, incentive bonus plans, holiday pay, 401K matching and a wide array of benefits. These benefits including medical, dental and vision coverage are designed to help you and your family stay healthy. We also have paid time off (PTO) to balance the demands of your work and personal life. Available benefits vary depending upon the specifics of the role.
U.S. affiliates of AltaGas are committed to equal employment opportunity and providing reasonable accommodations to applicants with physical and/or mental disabilities. We value and encourage diversity and solicit applications from all qualified applicants without regard to race, ethnicity, religion, gender, age, national origin, marital status, sexual orientation, gender identity, family responsibilities, matriculation, physical or mental disabilities, political affiliation, genetic information, status as a protected veteran or any other characteristic protected by federal, state, or local law.

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