Democratizing Dermatology with AI

MDalgorithms is revolutionizing dermatology by delivering convenient, effective AI-powered solutions for skin and hair care. Since pioneering machine-learning models for acne treatment in 2017, we’ve advanced to develop the world’s first AI-powered scalp analysis for hair regrowth. Our proprietary AI technology, built entirely in-house, analyzes blemishes, lesions, and hair conditions with unmatched precision, utilizing the largest global dataset of acne and scalp images. Clinically validated and tested by dermatologists, our personalized treatment kits—MDacne for acne and MDhair for hair regrowth—are customized to each individual’s unique needs, combining over 100 medical and botanical ingredients for optimal results. We empower users to track their progress, adjust treatments as needed, and access real-time support from our team of dermatologists and nurses. By doing so, we make personalized dermatological care accessible to all.

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Total Open and Closed Positions

Total open positions, and positions newly closed since the previous update

Department Headcount Over Time

Open positions per department · top 6 at any point in the window

Newly Opened and Closed Positions

Position Churn Rate

Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels

Time-to-Fill Distribution

Days from open to close · closed positions only

Salary Trend Over Time

Monthly median base salary · USD · annualized · p25/p75 dashed

Salary Range by Department

Employment Type

Technical vs. Non-technical

Open positions · by department

Top Roles by Department

Seniority Mix

Derived from job title keywords

Equity Range by Department

Top Skills

Top Tech Stacks

Skills Trend

Change in share of postings · recent 3 months vs. prior 3 months

Tech Stack Evolution

Positions opened per month · top 5 technologies