What does ?ref=job-halo do?
It’s a simple query on outbound links (e.g. yoursite.com/apply?ref=job-halo). So your URLs show the click came from Job Halo. Most teams already understand ref-style parameters.
You’ll still want your own analytics on your bootcamp site to measure visits and conversions (we don’t replace your stack).
For revenue-focused attribution we recommend DataFast: fast setup and clear channel reporting.
How is the personalized ad generated for each subscriber?
You share the technical skills your program covers, plus three short inputs once during onboarding so we can tune the model to your bootcamp. From there, personalization runs automatically; you are not drafting each alert by hand.
When a subscriber’s Job Halo match lines up with what you teach, the system uses AI to generate the personalized line for that alert using only the facts and boundaries you approved; nothing invented beyond your inputs.
The three inputs we collect are:
- Ideal student / cohort fit: who your program is for: experience level, career goals, geography, prerequisites.
- Teaching approach & style: your methodology, stack, format (full-time, part-time, hybrid), and what makes the learning experience distinct.
- Typical outcomes & timeframe: roles, portfolio outcomes, or certifications students typically reach, with realistic timelines you’re willing to stand behind.
If your cohort or positioning changes, you update that approved profile; future matches reflect it automatically.
Sample
Your match calls for React and TypeScript: how strong are you there?
Northwind Dev Academy focuses on career switchers moving into frontend roles. Graduates usually ship a portfolio and start interviewing within ~12 weeks through our mentor-led build track.
View syllabus & cohort dates
· yoursite.com/apply?ref=job-halo
How many Job Halo alerts will promote my bootcamp each month?
It depends on several things we don’t fully control: job market conditions, how often roles ask for skills that overlap your stack, how narrow or broad your technical focus is, subscriber volume in matching segments, and normal month-to-month variance.
As a rough planning range, partners often land in the ballpark of 20–80 personalized emails per month where your bootcamp appears; not a guarantee, but the band we budget for when skills alignment is healthy.
You’ll see each inclusion in the partner outreach activity dashboard we share with you after you join, so volume is visible and attributable.
Who’s on the Job Halo subscriber list?
About 3,000 subscribers. Through March 2026 Job Halo was built around the Data track (analytics, BI, data science). We’ve since expanded signup to the other technical paths: Software, Product, Design, Security, and the skills you pick under each on job-halo.com — not “more Data,” new tracks beyond it.
Roles
- Business & data analytics 40%
- Data science 30%
- People / HR analytics 12%
- Marketing analytics 9%
- Software & data engineering (and adjacent) 5%
- Finance analytics 4%
Level
- Entry & early-career 78%
- Senior 15%
- Mid-level 3%
- Manager, lead & director+ 3%
- Not specified 1%
Where
- United States 68%
- Open to worldwide / remote-first (no fixed country) 12%
- Other regions (Europe, LatAm, Africa, Asia-Pacific, etc.) 12%
- India 6%
- Canada 2%
Do you share subscribers’ personal information or email addresses with bootcamp partners?
No. Job Halo does not share subscribers’ contact details (such as email addresses or phone numbers) or identifying information such as last names with bootcamp partners as part of this product. We do not sell subscriber data. See our Terms & Conditions.
Subscribers receive Job Halo job alerts in their own inbox. Where it fits normal email personalization, a first name may appear in what the subscriber sees; bootcamp partners still never receive subscriber contact fields, last names, or similar identifiers from Job Halo as a prospect list for follow-up outside these alerts.
The only way someone becomes a lead for a bootcamp partner is if they personally click through to that partner’s website and start a signup or inquiry there.
Still have questions? Reach out to info@job-halo.com.