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A platform dedicated to providing unbiased reviews of newly launched applications, analyzing everything from their features to their full potential.

info@scoutforge.net

Product

Company

Crafted by Akatron Network

Top AI's Jobs

Scout Review

out of 100

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AI & Data job board with daily updates across top companies.

Project Platforms

Project Management

76 total views

Updated Jul 30, 2026

About

If you're hunting for data scientist, AI engineer, or machine learning roles, Top AI's Jobs is a solid find. It's a niche job board that aggregates openings from companies like Postman, Discord, Affirm, and Tailscale, covering full-time, part-time, internship, and contract positions across the globe. The interface is clean and lets you filter by location, job type, category, and even remote preference – super handy when you're targeting specific roles like MLOps or Engineering Manager. I really appreciate that salary info is included where available, which is a big plus when comparing offers. The site also has a newsletter signup for job alerts, and a talent pool feature for candidates. It's definitely a go-to resource for anyone serious about landing a top-tier AI or data role in 2025.

63/100

Scout Review

Design (UI)

Usability (UX)

Security

Speed

Accessibility

Growth Potential

Neutral

0Feedbacks

Positive

Neutral

Negative

Target Customer Profile

Demographic

Experienced data scientists and ML engineers

Pain Points

Difficulty finding senior roles at reputable companies that match their specialized skills

Primary Needs

Access to high-quality, updated job listings with salary transparency

Demographic

Recent graduates in AI and related fields

Pain Points

Struggle to discover entry-level or internship opportunities in AI

Primary Needs

Curated list of internships and junior positions with clear filters

Demographic

Career switchers transitioning into AI roles

Pain Points

Overwhelmed by generic job boards with low relevance

Primary Needs

Focused platform with targeted AI and data jobs to streamline search

Alternatives

LinkedIn Jobs

A massive job board but not AI-focused, requires heavy filtering.

Indeed

Broad job aggregator with less specialization in AI and data roles.

Glassdoor

Includes company reviews but less niche for AI-specific positions.

scoutforge

Jul 30, 2026

Scout Review

Top AI's Jobs is a focused, no-frills aggregator for data, ML, and AI engineering roles. It excels at surfacing salary-bearing listings from companies like Tailscale and Affirm with usable filters. Execution is competent for its size, though design polish, security headers, and community growth lag behind more mature platforms. Ideal for candidates already targeting this vertical who value speed over enterprise features.

Design (UI)

Clean job cards and scannable filters on a responsive layout, but branding inconsistencies and generic gradients hold it back.

Usability (UX)

Simple filters, instant Apply buttons, and newsletter signup deliver quick value for targeted AI/data searches without friction.

Speed

Strong desktop scores and solid mobile metrics with low TBT; no user complaints about lag surfaced.

Security

HTTPS and basic DNS protections in place; limited headers and zero compliance certifications keep it average for a small site.

Accessibility

High automated score but contrast, heading, and landmark issues noted; responsive design helps but deeper a11y work missing.

Growth Potential

Two-year-old domain with newsletter and LinkedIn presence but zero reviews, no PH/HN traction, and thin social footprint.

Key Features

Curated listings from companies like Tailscale, Affirm, Discord with salary ranges where available.
Filters for location, job type, category (AI Engineer, MLOps, etc.), and remote preference.
Newsletter signup with job category selection for ongoing alerts.

Improvement Areas

Inconsistent header branding and low-contrast gradient elements across hero variants.
Missing security headers (HSTS, frame protection) and public compliance documentation.
Zero third-party reviews or community traction after two years.

Design & Usability

Top AI's Jobs presents a functional, filter-heavy interface tailored to AI and data roles. Job cards deliver consistent information hierarchy with salary visibility and quick Apply actions. The homepage hero and multi-select filters enable fast narrowing by location, type, category, and remote preference. Minor branding drift between hero variants and a competing header CTA slightly dilute polish, yet the overall experience supports efficient browsing for experienced candidates. Newsletter integration and blog guides add light ongoing value without requiring an account.

Speed & Security

Performance is respectable: desktop Lighthouse near-perfect and mobile scores in the upper 70s with minimal blocking time. Security relies on HTTPS and CSP plus email protections, but lacks HSTS and several modern headers. No public audits or certifications appear, which is typical for a small independent job board. The combination keeps the site usable and reasonably safe for public listings while leaving room for hardening if the platform scales.

Accessibility & Growth

Automated accessibility reaches 94 yet real issues with contrast and document structure persist. Responsive behavior works across widths. Growth remains early-stage: a 2024 domain, active listings from recognizable companies, and a newsletter exist, but review volume, community signals, and third-party traction are absent. The product serves a clear niche today; broader adoption will depend on consistent curation and visibility beyond its own channels.

Conclusion

For specialists hunting senior or remote AI roles with pay transparency, the board delivers targeted results faster than generic sites. Continued iteration on branding consistency, accessibility fixes, and outreach could turn current steady listings into stronger momentum.

Suggestions for Improvement

Add HSTS and remaining security headers to close the checklist gap.
Fix contrast ratios and heading order flagged in Lighthouse for broader accessibility.
Publish a short changelog or launch note to build visible momentum.
Offer preference-based alert toggles inside the newsletter signup.

AI-generated editorial review — scores out of 100.

Alternatives Comparison

Features	Top AI's Jobs	LinkedIn Jobs	Indeed	Glassdoor
AI/ML and data role focus	Yes - dedicated to Data Scientist, AI Engineer, ML, MLOps roles	No - general board requiring heavy filtering	No - broad aggregator with minimal specialization	No - general jobs plus company reviews
Salary transparency on listings	Yes - salary ranges shown in green where available	Sometimes - depends on employer posting	Sometimes - employer-dependent	Yes - often paired with reviews
Remote and location filters	Yes - dedicated remote toggle plus global locations	Yes - advanced filters available	Yes - standard remote/location filters	Yes - location and remote options
Newsletter / job alerts	Yes - category-selectable newsletter signup	Yes - job alerts via account	Yes - email alerts available	Yes - alerts after signup

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Be the first to share your experience with this app.

A platform dedicated to providing unbiased reviews of newly launched applications, analyzing everything from their features to their full potential.

info@scoutforge.net

Product

Company

Crafted by Akatron Network

A platform dedicated to providing unbiased reviews of newly launched applications, analyzing everything from their features to their full potential.

info@scoutforge.net

Product

Company

Crafted by Akatron Network

Top AI's Jobs

Scout Review

out of 100

0 Feedbacks

No feedback yet

AI & Data job board with daily updates across top companies.

Project Platforms

Project Management

76 total views

Updated Jul 30, 2026

About

63/100

Scout Review

Design (UI)

Usability (UX)

Security

Speed

Accessibility

Growth Potential

Neutral

0Feedbacks

Positive

Neutral

Negative

Target Customer Profile

Demographic

Experienced data scientists and ML engineers

Pain Points

Difficulty finding senior roles at reputable companies that match their specialized skills

Primary Needs

Access to high-quality, updated job listings with salary transparency

Demographic

Recent graduates in AI and related fields

Pain Points

Struggle to discover entry-level or internship opportunities in AI

Primary Needs

Curated list of internships and junior positions with clear filters

Demographic

Career switchers transitioning into AI roles

Pain Points

Overwhelmed by generic job boards with low relevance

Primary Needs

Focused platform with targeted AI and data jobs to streamline search

Alternatives

LinkedIn Jobs

A massive job board but not AI-focused, requires heavy filtering.

Indeed

Broad job aggregator with less specialization in AI and data roles.

Glassdoor

Includes company reviews but less niche for AI-specific positions.

scoutforge

Jul 30, 2026

Scout Review

Top AI's Jobs is a focused, no-frills aggregator for data, ML, and AI engineering roles. It excels at surfacing salary-bearing listings from companies like Tailscale and Affirm with usable filters. Execution is competent for its size, though design polish, security headers, and community growth lag behind more mature platforms. Ideal for candidates already targeting this vertical who value speed over enterprise features.

Design (UI)

Clean job cards and scannable filters on a responsive layout, but branding inconsistencies and generic gradients hold it back.

Usability (UX)

Simple filters, instant Apply buttons, and newsletter signup deliver quick value for targeted AI/data searches without friction.

Speed

Strong desktop scores and solid mobile metrics with low TBT; no user complaints about lag surfaced.

Security

HTTPS and basic DNS protections in place; limited headers and zero compliance certifications keep it average for a small site.

Accessibility

High automated score but contrast, heading, and landmark issues noted; responsive design helps but deeper a11y work missing.

Growth Potential

Two-year-old domain with newsletter and LinkedIn presence but zero reviews, no PH/HN traction, and thin social footprint.

Key Features

Curated listings from companies like Tailscale, Affirm, Discord with salary ranges where available.
Filters for location, job type, category (AI Engineer, MLOps, etc.), and remote preference.
Newsletter signup with job category selection for ongoing alerts.

Improvement Areas

Inconsistent header branding and low-contrast gradient elements across hero variants.
Missing security headers (HSTS, frame protection) and public compliance documentation.
Zero third-party reviews or community traction after two years.

Design & Usability

Speed & Security

Accessibility & Growth

Conclusion

Suggestions for Improvement

Add HSTS and remaining security headers to close the checklist gap.
Fix contrast ratios and heading order flagged in Lighthouse for broader accessibility.
Publish a short changelog or launch note to build visible momentum.
Offer preference-based alert toggles inside the newsletter signup.

AI-generated editorial review — scores out of 100.

Alternatives Comparison

Features	Top AI's Jobs	LinkedIn Jobs	Indeed	Glassdoor
AI/ML and data role focus	Yes - dedicated to Data Scientist, AI Engineer, ML, MLOps roles	No - general board requiring heavy filtering	No - broad aggregator with minimal specialization	No - general jobs plus company reviews
Salary transparency on listings	Yes - salary ranges shown in green where available	Sometimes - depends on employer posting	Sometimes - employer-dependent	Yes - often paired with reviews
Remote and location filters	Yes - dedicated remote toggle plus global locations	Yes - advanced filters available	Yes - standard remote/location filters	Yes - location and remote options
Newsletter / job alerts	Yes - category-selectable newsletter signup	Yes - job alerts via account	Yes - email alerts available	Yes - alerts after signup

User Registration Required

To leave a comment, please create an account or sign in with an authorized profile.

User Comments

No comments yet

Be the first to share your experience with this app.

A platform dedicated to providing unbiased reviews of newly launched applications, analyzing everything from their features to their full potential.

info@scoutforge.net

Product

Company

Crafted by Akatron Network

Top AI's Jobs Review | Scout Forge