P2P2 — Developing Professional
Developing
Develops and tunes intermediate vision models under supervision. Conducts experiments with existing architectures; preprocesses datasets.
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
- Develops and tunes intermediate vision models
- Conducts experiments with existing architectures
- Tune vision models
- Conduct architectural experiments
- Preprocess datasets
Skills, knowledge & tools
- Model tuning
- Data preprocessing
- Experimental design
- Algorithm development
- Intermediate computer vision
- Machine learning frameworks
- Data preprocessing techniques
- Experimental methodologies
- Analytical thinking
- Resilience
What good looks like
- 2–5 years in computer vision or ML roles
Common titles
Computer Vision IIComputer Vision 2Machine Learning IIMachine Learning 2
What it pays
Market-pay benchmarks for this family × level are being recalibrated across all survey sources and will return shortly.
O*NET / SOC: 15-0000 — Computer & Mathematical Occupations (inferred)