Discover
Discover the live job market. Candogram turns millions of job postings into an interactive experience about what skills and education employers want for their jobs.
Learn
Learn how you fit into the job market at the current time. What skills and education do you have (match) and what is missing (gap).
Apply
Apply your knowledge about the job market to make informed decisions about education you still need to get to your dream job.
Job Market Education For High Schools

Job market education a workshop for high school students built on two million live job postings.
- What is the job market
- How employers communicate
- How job seekers communicate
- Analyze demand for skills and education
- Discover personal match and gap to jobs
Format: Workshop (on site or remote)
Length: 90 minutes
Level: Grades 9 - 12
Visit us at the The NYC Computer Science Opportunity Fair

The NYC Computer Science Opportunity Fair (CS Fair) is New York City's largest annual college and career inspiration event for public high school students studying computer science.
New York City Work, Learn and Grow Program

In December 2020, Candogram hired three New York City high school students as interns for a data analysis project through the Work, Learn and Grow program of the NYC Department of Youth & Community Development.
What Employers Want
Candogram analyzes 2 million live job postings every 24 hours and turns them into a structured database with thousands of job titles, skill and education requirements from over 60,000 employers.
The video demonstrates how easy it is to conduct job market research with Candogram.
Popular Jobs
Make Your Education Count
Education is expensive and takes a long time. There is no short cut.
Imagine that you could interview thousands of employers before you decide on a major. These employers would give you the exact list of skills you need to build in order for them to hire you for your dream job.
Imagine that these employers give you all the job openings where you can apply with your perfect skills once you graduate.
Would you listen?

Popular Employers
STEM High Demand Job Openings
Science, Technology, Engineering and Mathematics (STEM), previously Science, Math, Engineering and Technology (SMET), is a term used to group together these academic disciplines.
Source: Wikipedia
YouTube: STEM Learning
DevOps Job Openings
DevOps is a set of software development practices that combines software development (Dev) and information technology operations (Ops) to shorten the systems development life cycle while delivering features, fixes, and updates frequently in close alignment with business objectives.
Source: Wikipedia
YouTube: DevOps
Machine Learning Job Openings
Machine learning (ML) is the scientific study of algorithms and statistical models that computer systems use in order to perform a specific task effectively without using explicit instructions, relying on patterns and inference instead. It is seen as a subset of artificial intelligence.
Source: Wikipedia
YouTube: Machine Learning
Robotics Job Openings
Robotics is an interdisciplinary branch of engineering and science that includes mechanical engineering, electronic engineering, information engineering, computer science, and others. Robotics deals with the design, construction, operation, and use of robots, as well as computer systems for their control, sensory feedback, and information processing.
Source: Wikipedia
YouTube: Robotics
Analyst Job Openings
Analysis is the process of breaking a complex topic or substance into smaller parts in order to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle (384–322 B.C.), though analysis as a formal concept is a relatively recent development.
An analyst is an individual who performs analysis of a topic.
Source: Wikipedia
YouTube: What is analysis
Autonomous Driving Job Openings
An autonomous car, also known as a robotic car, self-driving car, or driverless car, is a vehicle that is capable of sensing its environment and moving with little or no human input. Autonomous cars combine a variety of sensors to perceive their surroundings, such as radar, Lidar, sonar, GPS, odometry and inertial measurement units. Advanced control systems interpret sensory information to identify appropriate navigation paths, as well as obstacles and relevant signage.
Source: Wikipedia
YouTube: Autonomous Driving
Cyber Job Openings
Computer security, cybersecurity or information technology security (IT security) is the protection of computer systems from theft or damage to their hardware, software or electronic data, as well as from disruption or misdirection of the services they provide.
Source: Wikipedia
YouTube: Cyber Security
Job Postings
There are millions of job openings across the country. Employers are looking for individuals who have the skills and education that match their job requirements.
In order to reach qualified candidates employers announce their job openings by posting a description together with requirements. These job postings are available on the web sites of employers as well as distributed to public job boards.
Individuals who are interested in a particular job can apply by writing and submitting an appropriate resume which addresses the specific job description and requirements.
Job postings are removed when positions are filled. As a result there is daily turnover in posted jobs. Individuals looking for work want to stay informed about jobs that have been closed as well as new job openings.