Entry
AIML.GEN.P1
Works on defined vision tasks with guidance.
Works on defined vision tasks with guidance.
The story of this role
Who does this work
An ambitious Software Engineer specializing in Artificial Intelligence and Machine Learning who wants to develop advanced systems that enable machines to interpret and act on visual data effectively.
The problem this role solves
- The external problem: The technology industry is rapidly evolving, making it challenging for machines to accurately interpret complex visual data.
- The internal problem: The worker feels overwhelmed by the vast amount of information they need to process and the high expectations from stakeholders.
- Why it matters: Every machine should have the potential to understand the world as humans do, but there is a moral obligation to ensure that this capability is developed ethically and responsibly.
The plan
- Conduct in-depth research on existing visual data processing technologies.
- Utilize critical thinking and problem-solving skills to identify gaps in current methodologies.
- Develop algorithms that leverage machine learning to improve visual data interpretation.
- Collaborate with interdisciplinary teams to integrate geographic, biological, and electronic knowledge into system designs.
- Continuously test and refine systems based on user feedback and real-world applications.
What's at stake
Fail to keep up with technological advancements, resulting in outdated solutions. Produce flawed systems due to inadequate understanding of complex visual signals, leading to poor user experiences. Neglect the ethical implications of AI development, resulting in societal backlash and loss of trust.
Success looks like
Create innovative systems that outperform traditional methods in interpreting visual data. Enhance decision-making capabilities in industries such as healthcare, self-driving cars, and environmental monitoring. Achieve recognition as a thought leader in the AI/ML community for contributions to ethical machine understanding.
Summary
Works on defined vision tasks with guidance. Implements basic image processing code; assists in data labeling or model testing.
Level — P1 — Entry-Level Professional
New to role or field; performs basic tasks under supervision
- Scope
- Own tasks within a defined component
- Autonomy
- Close supervision; work reviewed frequently
- Complexity
- Routine problems with known solutions
- Impact
- Own deliverables
- Decision rights
- Few independent decisions; escalates the rest
- Leadership
- None — building the craft
- Typical experience
- 0–2 yrs
Core outputs
No core outputs recorded yet.
Adjacent roles
Nearest roles by structural coordinates (level + taxonomy). Distance 0 → 1; each carries its 3-state match band. How coordinates work → · Compare side-by-side →
Componentsshow ▾
Responsibilities2
- Implements basic image processing codecommonlevel
- Assists in data labeling or model testingcommonlevel
Tasks3
- Implement image processing algorithmscommonlevel
- Assist in data preparationcommonlevel
- Support model testingcommonlevel
Skills4
- Basic programmingcommonlevel
- Data labelingcommonlevel
- Model testingcommonlevel
- Image processingcommonlevel
Knowledge4
- Computer vision basicscommonlevel
- Image processing techniquescommonlevel
- Data annotationcommonlevel
- Software development lifecyclecommonlevel
competency2
- Collaborationcommonlevel
- Learning Agilitycommonlevel
qualification1
- Bachelor’s or higher in Computer Vision, Computer Science, Electrical Engineering, or relatedcommonlevel
Title aliasesshow ▾
| Alias | Type | Confidence | Approved |
|---|---|---|---|
| Computer Vision I | common | medium0.70 | — |
| Computer Vision 1 | common | medium0.66 | — |
| Entry-Level Computer Vision | common | medium0.70 | — |
| Junior Computer Vision | common | medium0.68 | — |
| Associate Computer Vision | common | medium0.60 | — |
| Machine Learning I | common | medium0.70 | — |
| Machine Learning 1 | common | medium0.66 | — |
| Entry-Level Machine Learning | common | medium0.70 | — |
| Junior Machine Learning | common | medium0.68 | — |
| Associate Machine Learning | common | medium0.60 | — |
Classification mappingsshow ▾
O*NET / SOC
- code=15-0000title=Computer & Mathematical Occupationssource=inferred_from_superfunctionreviewStatus=needs_review