Sovia

Ghost Jobs in Engineer, ML

Likely Real(13)

April 2026 — Based on analysis of 3 job listings in Engineer, ML using 19 algorithmic signals

0% of listings in Engineer, ML show ghost job indicators

Jobs Analyzed

3

Likely Real

100%

Suspicious

0%

Likely Ghost

0%

Ghost Score Distribution

Likely Real100%(3)
Uncertain0%(0)
Suspicious0%(0)
Likely Ghost0%(0)

Of 3 listings analyzed: 3 likely real (100%), 0 uncertain (0%), 0 suspicious (0%), 0 likely ghost (0%)

Engineer, ML vs National Average

Engineer, ML Avg

13

Ghost Score

National Avg

18

Ghost Score

Difference

-5

Near the national average

Most Common Ghost Signals in Engineer, ML

These are the most frequently triggered ghost detection signals across all job listings in Engineer, ML.

Signal NameJobs Affected% of Listings
No company logo3100%
Recent posting (8-14 days)3100%
Very short description267%
Salary range disclosed267%
No salary info133%

Most Transparent Employers in Engineer, ML

CompanyGhost ScoreJobsStatus
Amazon Web Services (AWS)132Likely Real

Companies with Highest Ghost Indicators in Engineer, ML

CompanyGhost ScoreJobsStatus
Amazon Web Services (AWS)132Likely Real

Ghost Scores are algorithmically computed from 19 posting signals and do not imply intentional deception. Companies may appear on the high ghost risk list due to automated posting practices, not malicious intent.

Salary Transparency in Engineer, ML

67%

of jobs disclose salary

Jobs with salary info tend to have lower Ghost Scores

Ghost Jobs in Engineer, ML — FAQ

What percentage of jobs in Engineer, ML are ghost jobs?
Based on our analysis of 3 job listings in Engineer, ML, 0% show ghost job indicators. 0% are flagged as suspicious and 0% are likely ghost jobs.
Which employers in Engineer, ML are most transparent?
The most transparent employers in Engineer, ML based on our Ghost Score analysis include Amazon Web Services (AWS). These companies consistently post legitimate job listings.
How does Engineer, ML's ghost job rate compare to the national average?
Engineer, ML has an average Ghost Score of 13, which is near the national average of 18.
What is a ghost job?
A ghost job is a job listing that appears active but has no real intention to hire. Companies may post them to collect resumes, appear to be growing, satisfy internal requirements, or simply forget to take down old listings.
How is the Ghost Score calculated?
SoviaJobs analyzes 19 distinct signals for each job listing, including salary disclosure, posting age, repost frequency, description quality, company hiring patterns, and more. Each signal contributes to a composite Ghost Score from 0 (definitely real) to 100 (definitely ghost).
What is the salary transparency rate in Engineer, ML?
67% of job listings in Engineer, ML disclose salary information. Jobs that show salary ranges tend to have lower Ghost Scores, indicating they are more likely to be legitimate openings.

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