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AI Comparison Verdict
Artificial Intelligence Researcher appears more likely to be enhanced by AI tools, while Automation Director may face relatively more disruption or slower augmentation.
Technology
Develops new algorithms and models to advance the capabilities of AI.
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Technology
Automation Director roles use creative judgment, communication, and technical craft to develop visual, written, digital, or artistic work.
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Salary Comparison
| Metric |
Artificial Intelligence Researcher |
Automation Director |
| Starting Salary |
$105,000 |
$145,082 |
| Year 5 Salary |
$165,000 |
$156,268 |
| Year 10 Salary |
$225,000 |
$167,454 |
| Top Salary |
$450,000 |
$229,799 |
AI Profile Comparison
Artificial Intelligence Researcher
AI-Augmented
Automation Risk: 5.2/10
Human Value: 7.6/10
AI Leverage: 8.0/10
Based on 5 analyzed tasks
This role is the driver of AI; the job itself is highly meta.
More likely automated
- Train and Evaluate Models
- Document Research Findings
Still requires human judgment
- Design Research Experiments
- Review Research Literature
Automation Director
AI-Augmented
Automation Risk: 0.0/10
Human Value: 0.0/10
AI Leverage: 0.0/10
Based on 5 analyzed tasks
AI may automate some routine research, documentation, analysis, or communication tasks in this career, but human judgment, context, quality review, and stakeholder communication remain important.
More likely automated
- Research job requirements and identify the most important tools and proof employers expect.
- Create a portfolio-ready project or work sample that demonstrates practical ability.
Still requires human judgment
- Research job requirements and identify the most important tools and proof employers expect.
- Create a portfolio-ready project or work sample that demonstrates practical ability.
Education Requirements
Artificial Intelligence Researcher
Bachelor's degree requirement
Degree field requirement
Master's degree requirement
Automation Director
Bachelor's degree requirement
Degree field requirement
Master's degree requirement
Skills Comparison
Artificial Intelligence Researcher
AI & Automation
Agentic AI Research
Autonomous System Construction
Post Training Optimization
Core Skills
Applied AI Research
Experiment Design
Prototype Development
Model Benchmarking
Research Systems Design
Production AI Translation
Enterprise Workflow Research
Industry Knowledge
Enterprise AI Systems
AI Safety Evaluation
Research Reproducibility Standards
AI Native Operations
Math & Analysis
Benchmark Analysis
Research Data Analysis
Model Performance Evaluation
Systems & Software
PyTorch Research Workflows
Python Data Analysis
ChatGPT Research Workflow
Cursor AI Workflows
Perplexity Research Workflow
Agentic Research Systems
Automation Director
AI & Automation
AI creative tools
AI-assisted development tools
Automation scripting
LLM development
Machine learning
Core Skills
Agile project delivery
Systems integration
Workflow management
Math & Analysis
Data analysis
Systems & Software
DCS systems
ERP-to-CRM migration
Industrial controls engineering
Infrastructure monitoring
Looker / Hex BI tools
Mixpanel and product analytics
SCADA systems
SQL
Artificial Intelligence Researcher Pivot Paths
Pivot paths coming soon.
Automation Director Pivot Paths
Pivot paths coming soon.