P2P2 — Developing Professional
Developing
Execute mid-level tasks like implementing standard neural network architectures, tuning hyperparameters, and maintaining code.
What this level means
Early-career professional; developing skills, handles routine tasks with some independence
- Scope
- Defined deliverables / small features
- Autonomy
- General supervision; reviewed at milestones
- Complexity
- Some non-routine problems; applies established patterns
- Impact
- Own and immediate-team deliverables
- Decision rights
- Routine technical choices within guidance
- Leadership
- May guide interns
- Typical experience
- 1–3 yrs
What you'd do
- Implement standard neural network architectures
- Tune hyperparameters
- Maintain and update codebase
- Collaborate with team members on projects
- Conduct code reviews
- Develop test cases
- Optimize model performance
- Assist in project documentation
- Implement neural networks
- Tune model parameters
- Maintain code quality
- Collaborate on code reviews
- Optimize existing models
Skills, knowledge & tools
- Deep learning frameworks
- Hyperparameter tuning
- Code maintenance
- Collaboration tools
- Version control
- Neural network architectures
- Model optimization techniques
- Software development practices
- Version control systems
- Cloud computing basics
- Critical thinking
- Problem-solving
- Collaboration
- Technical proficiency
- Code optimization
What good looks like
- Experience with deep learning frameworks
- Experience with cloud platforms
- Proficiency in coding and debugging
Common titles
AI Model Development IIAI Model Development 2AI Model Developer IIAI Model Developer 2Software Engineering IISoftware Engineering 2Software Engineer IISoftware Engineer 2
Where it sits & what it pays
O*NET / SOC: 15-0000 — Computer & Mathematical Occupations(inferred · under review)
Market-pay benchmarks for this family × level are coming — JobFrame anchors pay to the family/level structure rather than the raw title.