A person is seated at a cluttered workspace, organizing or packaging items. Several clipboards with papers, a notebook, and a variety of tools and boxes are scattered across a wooden table. The individual is wearing a white shirt and appears to be focused on their task.
A person is seated at a cluttered workspace, organizing or packaging items. Several clipboards with papers, a notebook, and a variety of tools and boxes are scattered across a wooden table. The individual is wearing a white shirt and appears to be focused on their task.

Insights

Understanding informal workers through innovative clustering and profiling methods.

A modern coworking space with several long tables and wooden chairs arranged neatly. The wall features colorful artwork and infographics discussing coworking benefits. Bright colored geometric patterns and text bubbles with statistics are part of the design. White air conditioning units are mounted on the wall, and the room is well-lit with recessed ceiling lights.
A modern coworking space with several long tables and wooden chairs arranged neatly. The wall features colorful artwork and infographics discussing coworking benefits. Bright colored geometric patterns and text bubbles with statistics are part of the design. White air conditioning units are mounted on the wall, and the room is well-lit with recessed ceiling lights.
A laptop with a keyboard is open on a desk displaying a webpage about remote work. The screen shows images and text related to working from home, with tabs visible at the top of the browser. There is a smart speaker to the left and part of a chair visible at the edge of the frame.
A laptop with a keyboard is open on a desk displaying a webpage about remote work. The screen shows images and text related to working from home, with tabs visible at the top of the browser. There is a smart speaker to the left and part of a chair visible at the edge of the frame.
A person is sitting at an outdoor table in a co-working space, using a laptop. They appear focused as they work, with headphones on. The space has large windows with visible signage advertising development, people, and ideas, as well as social media symbols.
A person is sitting at an outdoor table in a co-working space, using a laptop. They appear focused as they work, with headphones on. The space has large windows with visible signage advertising development, people, and ideas, as well as social media symbols.

Worker Profiles

Insights on informal and freelance worker characteristics through clustering.

A group of people are working together in a collaborative environment. They are focused on their laptops, possibly engaged in a workshop or coding session. The room is softly lit with warm tones, and a few orange balloons are visible in the background.
A group of people are working together in a collaborative environment. They are focused on their laptops, possibly engaged in a workshop or coding session. The room is softly lit with warm tones, and a few orange balloons are visible in the background.
Data Analysis

Leveraging clustering models to enhance understanding of diverse employment data.

A group of people sitting at a white table using laptops. The focus is on a person in the foreground wearing a light gray sweater, whose hands are visible near the laptop. Another person in a pink top and another individual in the background are partially visible. The setting suggests a collaborative or work-related environment.
A group of people sitting at a white table using laptops. The focus is on a person in the foreground wearing a light gray sweater, whose hands are visible near the laptop. Another person in a pink top and another individual in the background are partially visible. The setting suggests a collaborative or work-related environment.
Insurance Insights

Providing critical information for insurance agencies regarding informal worker profiles and characteristics to optimize coverage and services tailored for this unique population.

woman wearing yellow long-sleeved dress under white clouds and blue sky during daytime

Jobclusterim's insights helped us understand freelance workers better than ever before. Highly recommend their platform!

Alex Smith

A group of people are seated indoors, focused intently on working with laptops. The environment is informal and relaxed, with individuals sitting on beanbags and surrounded by dim lighting. Most people appear absorbed in their screens, suggesting a collaborative or hackathon-style event.
A group of people are seated indoors, focused intently on working with laptops. The environment is informal and relaxed, with individuals sitting on beanbags and surrounded by dim lighting. Most people appear absorbed in their screens, suggesting a collaborative or hackathon-style event.

The clustering model provided invaluable data for our research on informal workers. A game changer for us!

Maria Johnson

A modern workspace featuring a laptop displaying an email application. The screen shows a message notification from LinkedIn. Adjacent to the laptop, a stack of papers with highlighted text and a pair of glasses are visible. A yellow highlighter rests beside the papers. The background includes a blurred office chair.
A modern workspace featuring a laptop displaying an email application. The screen shows a message notification from LinkedIn. Adjacent to the laptop, a stack of papers with highlighted text and a pair of glasses are visible. A yellow highlighter rests beside the papers. The background includes a blurred office chair.
★★★★★
★★★★★