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Opinion Dynamics Tech Stack

Energy research and program evaluation consulting

Business Consulting and Services Waltham, MA 51–200 employees Founded 1987 Privately Held

Opinion Dynamics is a research and consulting firm focused on energy policy evaluation and market analysis. The tech stack—SPSS, Stata, R, Python, NVivo, GIS, and Databricks + Spark—reflects a hybrid methodological approach: statistical rigor for program impact assessment combined with emerging data-infrastructure capacity. Active projects cluster around program evaluation (energy efficiency, demand response, clean energy interventions) and community-impact measurement, suggesting a shift toward larger-scale, cross-regional analyses that require both qualitative research depth and quantitative scaling.

Tech Stack 15 technologies

Core StackPython Databricks Apache Spark SPSS Stata NVivo Excel R Microsoft Office GIS tidyverse data.table Git EnergyPlus ASHRAE

What Opinion Dynamics Is Building

◆Challenges

Understanding impact on communities
Evaluating energy efficiency programs
Optimizing energy efficiency
Demand response optimization
Evaluating effectiveness of clean energy interventions

▲Active Projects

Clean energy interventions evaluation
Forecasting and planning efforts
Energy efficiency program evaluation in the midwest
Community impact assessment
Evaluation of energy efficiency programs
Analysis of program data
Development of energy savings methodologies

Hiring Activity

Accelerating5 roles · 2 in 30d

Department

Engineering

2

Research

2

Data

1

Seniority

Intern

2

Junior

1

Mid

1

Senior

1

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About Opinion Dynamics

Opinion Dynamics advises utilities, regulators, and energy-sector organizations on program design, evaluation, and market strategy. Founded in 1987, the firm operates from Waltham, MA with nationwide offices. Core services include energy-efficiency program evaluation, demand-response analysis, clean energy intervention assessment, and community-impact research. The project backlog indicates sustained demand for evaluating program effectiveness across Midwest and national markets, with active methodological development in energy-savings measurement and forecasting.

HeadquartersWaltham, MA

Company Size51–200 employees

Founded1987

Hiring MarketsUnited States

Frequently Asked Questions

What research tools does Opinion Dynamics use?

Primary tools include SPSS, Stata, R, and Python for statistical analysis; NVivo for qualitative research; GIS for spatial analysis; and Databricks + Apache Spark for data scaling. EnergyPlus and ASHRAE standards support domain-specific energy modeling.

What is Opinion Dynamics working on?

Active projects span clean energy intervention evaluation, energy efficiency program assessment (particularly in the Midwest), demand response optimization, community impact studies, and development of energy-savings measurement methodologies.

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