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Data Analyst Jobs in Hadley, MA (NOW HIRING)

Analyze financial data, operational metrics, and workflows to identify discrepancies, resolve issues, and improve process efficiency. * Collaborate with cross-functional teams and stakeholders to ...

Data Analyst information

See Hadley, MA salary details

$32.8K

$79.8K

$131.3K

How much do data analyst jobs pay per year?

As of Sep 2, 2026, the average yearly pay for data analyst in Hadley, MA is $79,804.00, according to ZipRecruiter salary data. Most workers in this role earn between $60,400.00 and $93,700.00 per year, depending on experience, location, and employer.

What does a data analyst do?

A Data Analyst is responsible for collecting, processing, and analyzing data to help organizations make informed business decisions. They use statistical tools and software to interpret data sets, identify trends, and create visual reports. Data Analysts often collaborate with other departments to provide actionable insights and support strategic planning. Their work helps organizations optimize operations, track performance, and solve business problems using data-driven approaches.

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

To thrive as a Data Analyst, you need strong analytical skills, proficiency in statistics, and a relevant degree such as in mathematics, statistics, or computer science. Familiarity with data analysis tools like SQL, Excel, Python or R, and experience with visualization platforms such as Tableau or Power BI are typically required. Strong problem-solving abilities, attention to detail, and effective communication skills help analysts interpret data insights and present findings clearly to stakeholders. These skills are crucial for transforming raw data into actionable business insights that drive informed decision-making.

What are some common challenges data analysts face when working with large datasets, and how are they typically addressed?

Data Analysts often encounter challenges such as data quality issues, missing or inconsistent values, and slow processing times when handling large datasets. These challenges are typically addressed by implementing data cleaning routines, using advanced data management tools, and leveraging programming languages like Python or R for efficient data manipulation. Collaboration with database administrators and IT teams is also common to ensure data integrity and optimize data storage solutions. Staying updated with best practices in data wrangling and visualization helps Data Analysts deliver accurate and actionable insights.

What is the difference between Data Analyst vs Data Scientist?

AspectData AnalystData Scientist
Required CredentialsBachelor's degree in statistics, mathematics, or related field; often certifications in data analysis toolsBachelor's or master's in computer science, statistics, or related; often advanced certifications or degrees
Work EnvironmentBusiness settings, focusing on data reporting and visualizationResearch and development environments, focusing on predictive modeling and complex algorithms
Employer & Industry UsageRetail, finance, healthcare, and marketing companiesTech firms, research institutions, and large enterprises

While both roles analyze data, Data Analysts primarily focus on interpreting existing data to generate reports and insights, whereas Data Scientists develop predictive models and advanced algorithms to forecast trends and solve complex problems.

Do data analysts get paid well?

Data analysts typically earn competitive salaries that vary by experience, location, and industry. Entry-level positions may start lower, but with skills in tools like Excel, SQL, and data visualization, salaries tend to increase with expertise and certifications. Overall, data analysis is considered a well-paying field with growth potential.

Is it hard to get a data analyst job?

Securing a data analyst position can be competitive, as it often requires strong skills in data manipulation, statistical analysis, and proficiency with tools like Excel, SQL, or Python. Candidates with relevant education, certifications, and experience tend to have better chances, but persistence and continuous skill development are important.

What work does a data analyst do?

A data analyst collects, processes, and analyzes large datasets to identify trends, patterns, and insights that support business decision-making. They use tools like Excel, SQL, and data visualization software to interpret data and communicate findings to stakeholders. Strong analytical skills and attention to detail are essential for this role.

What are the most commonly searched types of Data Analyst jobs in Hadley, MA?

The most popular types of Data Analyst jobs in Hadley, MA are:

What job categories do people searching Data Analyst jobs in Hadley, MA look for?

The top searched job categories for Data Analyst jobs in Hadley, MA are:

What cities near Hadley, MA are hiring for Data Analyst jobs?

Cities near Hadley, MA with the most Data Analyst job openings:

Infographic showing various Data Analyst job openings in Hadley, MA as of August 2026, with employment types broken down into 1% As Needed, 81% Full Time, 15% Part Time, and 3% Contract. Highlights an 86% Physical, 3% Hybrid, and 11% Remote job distribution, with an average salary of $79,804 per year, or $38.4 per hour.

Real Property Facilities Initiative Data Management Analyst

The University of Massachusetts Amherst

Hadley, MA • On-site

$70 - $90/hr

Other

Posted yesterday

New


University Of Massachusetts Amherst rating

8.4

Company rating: 8.4 out of 10

Based on 28 frontline employees who took The Breakroom Quiz

102nd of 628 rated colleges and universities


Job description

Title

Real Property Facilities Initiative Data Management Analyst

Executive Area

Research and Engagement

College/School/MBU

UMass Donahue Institute

Department

UMDI - PMFO Head Start

Work Location

Hadley

Schedule

Full Time

Work Arrangement

Remote

Job Summary

The University of Massachusetts Donahue Institute (UMDI) Real Property Facilities Initiative (RPFI) Data Management Analyst (DMA) is responsible for developing, managing, analyzing, processing, and maintaining RPFI data systems. The DMA oversees and manages RPFI data systems, maintains the integrity of data systems, and generates reports. This position has a heavy focus on activities related to data collection, analysis, and reporting findings as required by the RPFI.

Essential Functions
  • Oversees the management, administration, security and quality assurance of all RPFI data management systems, ensuring compliance with RPFI policies, federal requirements, and data-sharing protocols.
  • Produces official project documentation, reports, and communications for OHS Central Office, Regional Offices, and other project stakeholders.
  • Coordinates all aspects of primary data collection, including logistics, instrument and training development, collaboration with the Office of Head Start (OHS). Office of Grants Management, and Regional Offices, and the timely collection, distribution, and reporting of research data.
  • Conducts quantitative and qualitative data analysis and produces high-quality reports, dashboards, data visualizations, and narrative summaries that support project deliverables and inform OHS and RPFI leadership.
  • Develops, delivers, and provides ongoing training, technical assistance, guidance documents, infographics and procedural resources to build staff proficiency in RPFI, federal, UMDI systems and processes.
  • Monitors data integrity across RPFI systems, evaluates data quality, and implements continuous improvement strategies to ensure accurate and reliable analytical outcomes.
  • Coordinates Project operations and administrative functions, including RPFI All-Staff meeting logistics, travel coordination, agenda development, team communications, staff recruitment, onboarding, and orientation to project systems, tools, and policies.
Other Functions
  • Ensures business unit compliance with all relevant University administrative policies.
  • Participates in business unit and UMDI-wide initiatives and meetings.
  • Performs other duties as assigned.
Minimum Qualifications
  • Bachelor’s Degree.
  • At least three (3) years’ experience in data management or analysis.
  • Ability to analyze, manage and organize large amounts of data.
  • Demonstrated proficiency in collaborative software such as Smartsheet and professional office software, including Microsoft applications Word, Excel, and PowerPoint.
  • High levels of accuracy and organization, and the necessity to meet deadlines working in a fast-paced environment.
  • Demonstrated interpersonal and communication skills, both verbal and written.
  • Demonstrated ability to prioritize, work independently as well as engage in collaborative research in a team setting.
  • Ability to maintain strict confidentiality and recognize situations in which confidentiality is required.
  • Ability to facilitate data presentations in person or via a virtual platform.
Preferred Qualifications
  • Master’s degree.
  • Academic Disciplines: Education, Sociology, Public Health, Public Policy, Psychology or related disciplines.
  • Experience with statistical software such as Stata, SPSS, R, or SAS.
Additional Details
  • This is a full-time benefited position.
  • This position is funded by grants and/or contracts, and is contingent upon funding.
  • Home-based office environment must include high-speed internet access and be sufficiently free of distractions.

This position is subject to final budgetary and administrative approval.

Working Conditions

Work is performed in a standard office or indoor university environment and involves minimal physical exertion.

Work Schedule and Work Arrangement

Monday - Friday, 40 hours/week.

This position has the opportunity for a remote work schedule, which is defined by the University as an arrangement where the employee’s work location is to work from a site other than the UMass Amherst campus. As this position falls within the Professional Staff Union, it is subject to the terms and conditions of the Professional Staff Union collective bargaining agreement.

Salary Information

Pay Grade: PSSAP Grade 28

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