How to Track the Tech Job Market Yourself: A 20-Minute Weekly Routine

Headlines swing from "hiring is back" to "nobody is hiring" in the same week, and neither says much about your role and the places you can work. You can track the tech job market yourself, for your own slice of it, with a fixed list of company career pages, a simple log and twenty minutes a week. Within a couple of months you'll know which titles keep appearing and what employers now ask for, from evidence you collected yourself.

Why watch the market yourself?

General reports average over roles and countries you'll never apply for. You need something narrower:

• Which companies in your field are hiring for your kind of role right now?
• What are those roles actually called this year?
• Which skills, tools and levels keep showing up in the requirements?
• How much of it is remote, and remote from where?

Nobody publishes those answers for your niche, but you can collect them. They also make you a sharper applicant: your CV ends up in the words employers use now.

Step 1: pick a fixed watchlist

The key word is fixed. If you look at different companies each week, you can't compare one week with the next.

• Choose 15 to 25 companies that hire for your role, of mixed sizes and sectors.
• Use each company's own careers page, not a job board. It's the source, and it's where roles open and close first. If you don't have a list yet, start with how to build a target company list.
• Add one or two broad searches you repeat word for word every week, such as the same title and location on LinkedIn or a job board. Treat their result counts as rough: platforms change how they count and rank, so a move in the number is a hint, not a measurement.

Keep the list for at least two months, then swap out companies that never post anything relevant.

Step 2: keep a simple log

A spreadsheet is enough. One row per relevant posting you see, with a handful of columns:

Copy titles and locations exactly as written. The differences between "Backend Engineer", "Software Engineer, Backend" and "Platform Engineer" are part of what you're tracking. This is a market log, not an application tracker; if you apply to something, move it to your job application tracker as well.

Step 3: the 20-minute weekly review

Same day, same time, every week. Set a timer.

1. Five minutes: update. Open the watchlist, add new relevant postings, and mark the ones that disappeared.
2. Five minutes: count. How many new rows this week compared with the last few? Which companies added roles, and which went quiet?
3. Five minutes: read. Pick the two or three most relevant new postings and read the requirements properly. Note anything new: a tool you haven't seen asked for before, a different level, a new location.
4. Five minutes: write one line. For example: "Third week in a row with no frontend roles open to Europe; two companies now ask for TypeScript plus testing experience."

What to look for in your log

After four to eight weeks, patterns start to show:

• Titles that keep appearing. If the same title turns up at several companies, it's worth putting on your CV and in your alerts, if it honestly describes your work.
• Title drift. Roles get renamed. Words like "platform", "AI" or "forward deployed" can spread into titles for work that sounds familiar. Read the duties before deciding it's a new field.
• Changing requirements. A skill moving from "nice to have" to "must have" across several postings is one of the most useful signals you can get. Our guide to how to read a job description helps you separate real requirements from wish lists.
• Location patterns. How many roles are remote, how many are tied to one region, how many are hybrid in a few cities. This is often where your real market is smaller or bigger than you thought.
• Silence. A company that posted steadily and then stops is information too, though not proof of anything. What postings can and can't tell you about one company is covered in what job openings tell you about a company.

Don't over-read small numbers

A personal log is a small sample. A few guardrails:

• Compare like with like. Same companies, same searches, same day of the week.
• Look at weeks, not days. One busy Monday means nothing; a direction that holds for a month might.
• Expect seasons. Postings dip and jump around holidays and planning cycles.
• Remember the reposts. One role can be closed and reopened, or listed in several cities. Count it once.

For a sense of what a larger sample looks like, we published a snapshot of about 5,000 open tech jobs from September 2026. It covered 4,963 postings on the boards Hot Jobs checked at the time, and it is one moment on those boards only, not the whole market. Even there, the gap between "remote anywhere" and "remote open to Europe" was clear for most roles — the kind of pattern your own log can confirm or contradict for your niche.

What to do with what you learn

• Rename your CV headline to the title employers in your log actually use.
• Fill the gap you keep seeing. If one requirement shows up week after week, that's your next small project or course.
• Widen or narrow your search. If your exact role is rare where you can work, add the adjacent title your log keeps showing.

Hot Jobs can do the collecting part of this for the companies it covers. It checks the career pages of 390+ tech companies every 30 minutes, plus two remote boards, and sends new postings for the roles you pick to Telegram, each with company, exact title and location, so the chat becomes a running record of what opened. It doesn't let you choose which companies to watch and doesn't tell you when a role closes, so keep your own watchlist for those. Connect the bot