Sustainability Data Scientist

Apply advanced data science and machine learning techniques to analyze large-scale environmental and sustainability datasets, build predictive models for emissions forecasting and resource optimization, and develop automated data pipelines for ESG reporting. Design algorithms to identify patterns in energy consumption, supply chain emissions, and environmental performance data that drive actionable sustainability insights. Collaborate with sustainability and technology teams to build scalable data infrastructure.

Median salary: $135,000. Projected growth to 2033: 18% (much faster than average) - driven by ESG data automation and AI adoption. Typical education: Master's Degree.

At a glance

Median salary
$135,000
Entry-level
$90,000 - $115,000
Senior
$195,000+
Growth by 2033
18% (much faster than average) - driven by ESG data automation and AI adoption
Demand
Growing Fast
Remote
Mostly Remote
Hours per week
40-50 hours/week
Stress
Moderate

What you'd do

People interaction
Moderate
Team vs solo
55% Team / 45% Solo
Client facing
Sometimes
Impact visibility
High

How to get there

Minimum education
Master's Degree
Licensing
No
Years to mid-career
3-5 years
Years to senior
7-10 years
Career switching
Moderate
Typical student debt
$35,000 - $70,000

Skills you'll use

Hard skills

  • Python & R for Environmental Data Analysis
  • Machine Learning for Emissions Forecasting
  • SQL & Cloud Data Platforms (AWS / GCP / Azure)
  • ESG Data Pipeline Automation
  • Satellite & Remote Sensing Data Analysis
  • LCA & Material Flow Data Modelling

Soft skills

  • Analytical Thinking
  • Data Storytelling
  • Cross-Functional Collaboration
  • Problem-Solving
  • Attention to Detail

Technical complexity: Very High

Typical career path

  1. Data Analyst
  2. Sustainability Data Scientist
  3. Senior Data Scientist
  4. Lead Data Scientist
  5. Director of Sustainability Analytics

Future outlook

Automation risk
Moderate
AI disruption risk
High
Salary growth potential
High - 115% growth from entry to senior

How people feel about it

Overall satisfaction
7.8/10
Meaning
8.2/10
Work-life balance
8/10

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