Evidence-first job search

Know which roles are worth your time.

Huntly reads every opportunity against the facts you confirmed, shows you the lines in the posting that back its verdict, and drafts your application from those same facts. You decide what to send.

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Senior Machine Learning Operations Engineer

Hungryroot · Remote

Apply

Why it fits

python
Our platform combines Python services, FastAPI APIs running on AWS, Spark pipelines on Databricks, and… from the posting

c++ not evidenced in the example profile

Huntly writes a CV summary and a cover letter. You review, edit and send.

Inside Huntly

Every role arrives with a verdict, never a number.

Huntly reads each role against the facts you confirmed and gives a verdict with the posting's own words attached — including the requirements your profile does not evidence.

These are real postings, read from company boards Huntly watches on 4 September 2026 and judged by Huntly’s own matcher against a published demonstration profile — a mid-career backend engineer. The verdicts are that profile’s, not yours, and a snapshot can go out of date: open any posting to read the lines quoted here for yourself.

1. Roles collectedHuntly reads the job boards the account subscribes to and keeps what it finds.
2. Evaluating fitEach role is compared against the facts the example profile confirmed.
3. VerdictThe role arrives with a verdict — apply, consider or skip — never a number.
4. Why it fitsThe reasoning carries the posting's own words, and names what is not evidenced.
5. Prepare applicationHuntly writes a CV summary and a cover letter. You review, edit and send.

Sorted by Most relevant

Huntly’s verdict

Apply

Senior Machine Learning Operations Engineer — Hungryroot

Remote

The example profile's confirmed skills and role history both line up with this posting.

Why it fits

python
Our platform combines Python services, FastAPI APIs running on AWS, Spark pipelines on Databricks, and…
docker
…IAM, networking, compute/cluster management, containerized workloads (Docker; ECS or EKS). Experience with production observability: metrics…

Not evidenced in the example profile

c++
terraform

Prepare applicationView the posting

Tailored preparation

The paperwork starts already written.

A profile summary and a cover letter are drafted for the role, ready for you to edit — you are never staring at a blank page.

The example application

Senior Backend Engineer — Northwind Labs

Ready for your review

Evidence Huntly usedConsider

Posted 2 days ago

PostgreSQL
Own our PostgreSQL data layer. from the posting
Backend Engineer
Senior Backend Engineer from the job title
Remote
Berlin · Remote-friendly from the location field

Not evidenced in the example profile

Kubernetes

Nothing in the posting is quoted against these, because there is nothing in the example profile to quote it against.

The summary and the letter are written from these lines and nothing else.

What Huntly drafted

Profile summarywritten for this role

Drafted for the example profile

Backend engineer working in PostgreSQL and SQL, building REST services in Python and TypeScript on AWS. Containerises with Docker and ships through CI/CD pipelines, with Git as the release trail. Works remotely.

Every skill named here is one the example profile confirmed; the ordering is Huntly's, led by what this posting asks its hire to own.

Cover letterwritten for this role

Drafted for the example profile

The posting opens by asking its hire to own the PostgreSQL data layer, and that is the part of the stack I work in. PostgreSQL and SQL are what I reach for first, and the REST services I build around them run in Python and TypeScript on AWS.

I would be coming to Kubernetes new. My container work has been with Docker and my release path is CI/CD rather than a cluster scheduler, so that is the one requirement here I would be learning rather than bringing. The rest is work I do now, and the role is remote-friendly, which is how I work.

Nothing is claimed that the example profile does not evidence — including Kubernetes, which it does not, and which the letter says so itself.

Every sentence is grounded in facts you confirmed. You review, adjust and send it yourself — Huntly does not submit anything on your behalf.

Where things stand

Your search stays organised.

Saved roles and the applications you have prepared live in one place, so nothing quietly goes cold.

An illustration of the screen, with invented employers — the real captured postings are the ones further up this page. What it shows about each row, the stage and what has been prepared, is the product’s own.

Platform Engineer
Cobalt Row · Manchester · Hybrid
2 documents prepared
Ready for your review
Senior Backend Engineer
Northwind Labs · Berlin · Remote-friendly
2 documents prepared
Materials prepared
Data Platform Engineer
Ferrous Quay · Remote · UK
No documents prepared yet
Started

Huntly does not submit applications on your behalf, on any plan. It prepares the materials and hands them over; the decision to send is always yours.

Where the opportunities come from

Roles from boards employers publish themselves.

Every Huntly account starts subscribed to public employer boards. Huntly reads what they publish, checks each role against the facts you confirmed, and tells you which are worth your time.

Greenhouse17 employer boards

and 12 more employer boards

Huntly reads what they publishand checks each role against the facts you confirmed

Lever5 employer sites

Huntly records these as subscriptions rather than as named employers, so they are counted here rather than listed.

Your matches

Senior Machine Learning Operations EngineerHungryroot · RemoteApply
AI EngineerALX Africa · RemoteConsider
Business Relationship Manager (Abia)Moniepoint · Abia, NigeriaSkip

These are public employer boards Huntly subscribes to, and not the only sources it reads. Huntly is not partnered with, integrated with or endorsed by any provider or employer named here, and a board appearing here does not mean it has a role open right now.

The problem

Job searching takes the most time where it matters least.

“I was spending 2–3 hours every night on job boards. Saving roles. Tailoring resumes. Half the time, I never heard back. It felt like a part-time job I didn't sign up for.”

Tolu Adebayo · early Huntly user

Hours lost to scrolling

Most of a job search is spent reading listings that were never a fit in the first place.

The same CV, over and over

Rewriting the same experience for every role is slow, repetitive work that drains momentum.

No sense of where things stand

Applications scatter across inboxes and tabs, so it is hard to know what needs you next.

Free tool

Not sure if a remote job is open to where you live?

Paste the job description and see what the posting actually says about who can apply — quoted from the posting itself, not summarised.

Free · No account · No CV

Check a remote job

Huntly

It does the reading, so you do the deciding.

You confirm what your CV says once, and choose the company boards worth watching. Huntly reads each role against the facts you confirmed and gives a verdict with the posting's own words attached — including the requirements your profile does not evidence.

When something is worth pursuing, a tailored CV summary and cover letter are already drafted from those confirmed facts, and every sentence is checked against them before you see it. You review, adjust and send it yourself. Huntly does not submit anything on your behalf.

How Huntly works

Three steps, and you stay in the loop for all of them.

Phase 01

Tell Huntly what you're looking for

Import your CV and set the roles, locations and working style you actually want.

The roles you actually want
The boards worth watching

Phase 02

Huntly finds and organises the opportunities

It checks the company boards you subscribed to, gives each role a verdict against your experience, and keeps everything in one place.

ApplyConsiderSkip

The three verdicts the matcher can return. Never a number.

Phase 03

You decide, with the materials already drafted

Huntly prepares a tailored CV summary and cover letter grounded in facts you confirmed. You review them and send the application yourself.

Open the employer’s site and apply

The handoff’s own button. The send is always yours.

See it in more detail

What you get

Built for the parts of the search nobody enjoys.

You see why a role fits — in the posting's own words

Every verdict quotes the lines it rests on, and names what your profile does not evidence. You can check the reasoning instead of trusting a number.

The paperwork starts already written

Tailored CV summary and cover letter drafts are prepared for you to edit — you are never staring at a blank page.

Your search stays organised

Saved roles and the applications you have prepared live in one place, so nothing quietly goes cold.

Sending stays with you

Huntly does not submit applications on your behalf, on any plan. It prepares the materials and hands them over; the decision to send is always yours.

From early users

What the first people to use Huntly said about it.

“Finally, a tool that doesn't just spam applications. I applied to 12 roles and got 3 interviews.”
Chidi O. · early Huntly user
“I like that it explains why a role fits instead of just throwing random jobs at me.”
Wanjiru K. · early Huntly user
“It cut my job-search time in half. I'm more focused and less stressed.”
Kwame Mensah · early Huntly user

These are early users' own words, unedited. Each describes one person's own search — Huntly publishes no success rates or average outcomes, and none of these should be read as one.

Free and paid

Start free. Upgrade only when your search outgrows it.

Free

A real working search, not a locked demo. Enough to see whether Huntly reads your profile well.

Import your CV and confirm what Huntly read from it
Job discovery from the company boards you choose
Match verdicts with the posting's own words as evidence
Tailored CV summary and cover letter, prepared for you to send
Save, shortlist and track the roles you are pursuing

Try Huntly free

Built for an active search

More help, when the search picks up.

Finding roles and understanding the fit stay the same on every plan. Pro adds the work after that: a guided application, drafts written from what you confirmed, and a tracker for what you have sent. You still send every one yourself.

Everything in Free — discovery and explained matching are never paywalled
Assisted Apply: a guided, step-by-step application you still send yourself
Tailored CV summary and cover-letter draft, from facts you confirmed
Application tracking, and your prepared materials downloadable as text

Let Huntly do more

Huntly does not submit applications on any plan. Pro is a single 30-day period and does not renew automatically.

Questions

Before you start.

Can I use Huntly without paying?: Yes. The free plan is a working version of the product: import your CV, add company boards, see real match verdicts with the evidence behind them, and prepare applications.
When would I need a paid plan?: When you want Huntly to do the work after the match — preparing your materials and tracking what happens. Finding roles and understanding the fit are the same on every plan.
Does Huntly apply to jobs without asking me?: No. It prepares the application and waits. You read the draft and decide whether to send it.
What happens to my CV and data?: It is used to match and prepare your applications, and it is not sold. Once you have an account, Settings → Your data lets you download everything Huntly holds about you as a single archive, or delete your account outright.

All questions Docs Blog

Stop searching everything. Start deciding.

Import your CV, tell Huntly what you are looking for, and read the verdicts on your first matches. Free to start, and nothing leaves Huntly unless you send it.

Start hunting smarter See how it works