Description review

AI Automation Engineer

Broadcastwell · United States · back to the listing

HR standards

79/100

solid

Title ↔ description

59/100

needs work

Reads as

Unclear

no confident match

What this role officially is

data scientist — ESCO, the EU occupation classification

Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.

Also known as: data scientists, data engineer, research data scientist, data expert, data research scientist

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What the listing never says

  • 16 bullet points. Long requirement lists deter qualified candidates, who read them as hard gates. Scope clarity

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

Open. Remote, United States. Full time.

The AI Automation Engineer supports the reliability of Broadcastwell's measurement, outreach and content work. The role makes repeatable work easier to run and check, keeps answer scoring consistent, and keeps research and client evidence organized.

Responsibilities

• Run the scheduled measurement work and fix a run that fails, from the evidence of what failed.

• Keep a receipt for every observed answer, so each score can be traced.

• Keep answer scoring consistent across repeated runs of the same questions.

• Organize research and client evidence so the team can find any record it has published.

• Turn a task the team repeats by hand into one that runs the same way each time.

• Write down how each piece of repeatable work runs, so someone else can run it.

What we look for

• Three or more years of engineering experience.

• Working depth in Python and JavaScript.

• Experience with workflow automation and with large language models in production.

• An example of a problem you diagnosed from logs or data rather than by guessing.

• Eligibility to work in the United States without visa sponsorship.

Where and how

• Remote only, hiring in the United States. Relocation is allowed.

• Broadcastwell is a team of consultants and engineers. Sairam Sivakumar, Founder, is accountable for every order.

• Hours are flexible within US time zones, and work is judged on output.

How the work is measured

• Scheduled measurement runs complete, and every observed answer has its receipt.

• Repeated runs of the same question and engine score consistently under the published rules.

Pay and terms: $110k to $150k a year, full time, no equity. These are the bands as posted on Wellfound.

Apply on the role page:

Broadcastwell LLC is an equal opportunity employer. Every application is read by a person.

Originally posted on Himalayas

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 4 points (from 83 before penalties). Reviewed 30 Sep 2026.