AI exposure: Skincare Specialists
Provide skincare treatments to face and body to enhance an individual's appearance. Includes electrologists and laser hair removal specialists.
Reading this score
computedAt 13.0% of weighted task load, Skincare Specialists sits at the 20th percentile, below the point where a job's centre of gravity has moved. 75.9% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.
What holds the line here is presence. Across this occupation's 18 tasks it averages 2.22 out of 3, the highest of the five friction dimensions. In plain terms, a person has to be the one present. This is the friction software does not erode. Where the point of the act is that a human is there, to care or to witness or to take responsibility in the room, automating the output misses what was being paid for.
The most exposed thing this job does is Keep records of client needs and preferences and the services provided, at 73.3%. The least is Tint eyelashes and eyebrows, at 0.0%. A gap of 73.3% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within personal care and service occupations, this one is less exposed than the median of 24.4% across the group's 31 roles, with 28 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.
What would move this score. Of 18 tasks, 3 are currently banded exposed, 3 assisted and 12 untouched. For that distribution to shift materially would take robotics cheap and reliable enough to deploy at scale, not a better language model. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 1.06 | 0-4 |
| Embodiment | 2.07 | 0-3 |
| Presence | 2.22 | 0-3 |
| Accountability | 1.19 | 0-3 |
| Context | 1.24 | 0-3 |
| Verification cost | 1.19 | 0-3 |
Task by task
18 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Keep records of client needs and preferences and the services provided. | 73.3% | 26.7% | 0.0% | 4.73 | exposed |
| Refer clients to medical personnel for treatment of serious skin problems. | 35.0% | 40.0% | 25.0% | 4.37 | assisted |
| Advise clients about colors and types of makeup and instruct them in makeup application techniques. | 35.0% | 40.0% | 25.0% | 3.13 | assisted |
| Sell makeup to clients. | 30.0% | 20.0% | 50.0% | 2.66 | exposed |
| Demonstrate how to clean and care for skin properly and recommend skin-care regimens. | 25.6% | 24.4% | 50.0% | 4.88 | exposed |
| Stay abreast of latest industry trends, products, research, and treatments. | 13.3% | 11.7% | 75.0% | 4.53 | untouched |
| Collaborate with plastic surgeons and dermatologists to provide patients with preoperative and postoperative skin care. | 13.3% | 36.7% | 50.0% | 4.60 | assisted |
| Determine which products or colors will improve clients' skin quality and appearance. | 11.7% | 13.3% | 75.0% | 4.78 | untouched |
| Examine clients' skin, using magnifying lamps or visors when necessary, to evaluate skin condition and appearance. | 11.7% | 13.3% | 75.0% | 4.65 | untouched |
| Sterilize equipment and clean work areas. | 0.0% | 0.0% | 100.0% | 5.00 | untouched |
| Cleanse clients' skin with water, creams, or lotions. | 0.0% | 0.0% | 100.0% | 4.92 | untouched |
| Treat the facial skin to maintain and improve its appearance, using specialized techniques and products, such as peels and masks. | 0.0% | 0.0% | 100.0% | 4.67 | untouched |
| Perform simple extractions to remove blackheads. | 0.0% | 0.0% | 100.0% | 4.59 | untouched |
| Select and apply cosmetic products, such as creams, lotions, and tonics. | 0.0% | 0.0% | 100.0% | 4.59 | untouched |
| Apply chemical peels to reduce fine lines and age spots. | 0.0% | 0.0% | 100.0% | 4.40 | untouched |
| Provide facial and body massages. | 0.0% | 0.0% | 100.0% | 4.31 | untouched |
| Remove body and facial hair by applying wax. | 0.0% | 0.0% | 100.0% | 4.16 | untouched |
| Tint eyelashes and eyebrows. | 0.0% | 0.0% | 100.0% | 3.74 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.
What this means in practice
Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.