DevSkiller

DevSkiller (now branded SkillPanel) provides technical skills assessment and coding tests that automatically score developer candidates on real-world work-sample tasks using hidden verification unit tests and static code analysis.

HireAIScore rates DevSkiller 39 out of 100 (grade F, Substantial gaps) under rubric v1.0, last reviewed July 17, 2026. DevSkiller ranks 69 of 82 vendors rated in Assessment AI, against a category average of 46. That score is drawn from 15 evidence items across 7 rubric criteria for DevSkiller — 11 with a cited source, 4 recording that nothing was located.

Score breakdown

DevSkiller, criterion by criterion

Each rubric criterion is scored out of 100 on the cited evidence, then weighted into the total.

Weighted contribution shown to the right of each bar.

  1. Article 11 Technical Documentation

    Weight 20% · avg 50

    35

    +7.0

  2. Bias Audit Transparency

    Weight 18% · avg 41

    22

    +4.0

  3. FRIA Support

    Weight 15% · avg 31

    25

    +3.8

  4. Data Governance Disclosure

    Weight 15% · avg 53

    52

    +7.8

  5. Human Oversight Design

    Weight 12% · avg 55

    55

    +6.6

  6. Post-Market Monitoring

    Weight 12% · avg 38

    40

    +4.8

  7. Customer Documentation

    Weight 8% · avg 58

    58

    +4.6

Total weighted score

38.5(rounded to 39 for display)

Category avg is the mean raw score on that criterion across the 82 Assessment AI vendors in scope of this rubric, this one included.

Strongest criterion

Customer Documentation

58raw / 100

Contributes 4.6 to the total. 58 against a 58 category average.

Weakest criterion

Bias Audit Transparency

22raw / 100

Contributes 4.0 to the total. 22 against a 41 category average.

Cited evidence

The evidence behind the score

Every score is backed by at least one cited piece of evidence. Open a criterion to see what was found, when, and where.

Download diligence record

Evidence ledger

Items
15
Documentation
9
Audit report
1
Public statement
1
Absence
4
With a source URL
11 of 15
Source hostnames
2
Fewest items
1
Bias Audit Transparency

These figures measure how thoroughly DevSkiller was reviewed, not how DevSkiller performed — an absence row, recording that nothing was located, is counted like any other item.

Article 11 Technical Documentation

2 items
35
  • DocumentationCaptured Jul 17, 2026

    Product page documents the automated scoring methodology (hidden verification unit tests, static code analysis, code-quality and edge-case grading) that produces candidate scores.

    https://skillpanel.com/coding-tests/

  • AbsenceCaptured Jul 17, 2026

    No AI system/model cards, explainability statement, responsible-AI policy, or ISO 42001 were found on skillpanel.com, devskiller.com, the company blog, or the help center.

    Have a URL that disputes this?

Bias Audit Transparency

1 item
22
  • AbsenceCaptured Jul 17, 2026

    No NYC LL 144 bias audit or independent fairness audit (BABL AI, DCI, ORCAA, Warden AI, Holistic AI, Credo AI) was found via the vendor site, its blog, or web/DCWP searches - only a general marketing claim that RealLifeTesting reduces bias.

    Have a URL that disputes this?

FRIA Support

2 items
25
  • AbsenceCaptured Jul 17, 2026

    No EU AI Act Article 27 Fundamental Rights Impact Assessment template or AI-Act deployer-obligation guidance was found anywhere on the vendor's sites.

    Have a URL that disputes this?

  • DocumentationCaptured Jul 17, 2026

    A GDPR DPA with Standard Contractual Clauses exists but addresses data processing only, with no AI-Act, FRIA, or automated-decision-making provisions.

    https://skillpanel.com/data-protection-agreement/

Data Governance Disclosure

3 items
52
  • Audit reportCaptured Jul 17, 2026

    ISO/IEC 27001 certification obtained via an external auditor, with certificate images displayed on the page.

    https://skillpanel.com/blog/iso-27001/

  • DocumentationCaptured Jul 17, 2026

    Security page details Google Cloud hosting, VPN plus Cisco Duo two-factor access, Datadog monitoring, off-site backups, and 30-day DSAR handling under GDPR.

    https://skillpanel.com/data-security/

  • DocumentationCaptured Jul 17, 2026

    DPA sets out technical/organizational security measures, SCCs for international transfers, and subprocessor categories, but names no subprocessors and discloses nothing about AI training data or exclusions.

    https://skillpanel.com/data-protection-agreement/

Human Oversight Design

2 items
55
  • DocumentationCaptured Jul 17, 2026

    Automated scores are delivered as a human-readable candidate report that recruiters and engineers review, with the candidate's actual code and a plagiarism similarity score flagged for human judgment rather than auto-rejection.

    https://skillpanel.com/coding-tests/

  • Public statementCaptured Jul 17, 2026

    Platform is framed as decision-support for 'data-driven talent decisions' with multi-source assessment inputs, but shows no per-jurisdiction controls or documented audit-log features.

    https://skillpanel.com/platform-overview/

Post-Market Monitoring

2 items
40
  • DocumentationCaptured Jul 17, 2026

    Public status page (status.devskiller.com, served via Pingdom) shows daily operational/uptime status, though without detailed incident history.

    https://secure-stats.pingdom.com/rka4nsq0drnf

  • DocumentationCaptured Jul 17, 2026

    Publishes 99.95%/99.5% uptime SLAs and a DPO/DSAR security contact, but there is no public model-update changelog or continuous AI-monitoring dashboard.

    https://skillpanel.com/data-security/

Customer Documentation

3 items
58

Editorial notes

Company overview

DevSkiller - rebranded as SkillPanel - is a Warsaw, Poland technical-hiring vendor founded in 2014 by Mariusz Smykula, Marek Kaluzny and Jakub Kubrynski. Its flagship product (TalentScore, now SkillCheck) delivers work-sample coding tests across 220+ technologies, scored automatically through hidden verification unit tests and static code analysis under its RealLifeTesting methodology; a companion product (TalentBoost/SkillPanel skills intelligence) does 'AI-powered' skills mapping. The platform is used by 700+ companies including PayPal, Deloitte, IKEA and ING. The company is ISO/IEC 27001 certified and markets itself as GDPR compliant, with infrastructure on Google Cloud.

Regulatory exposure

DevSkiller's core candidate scoring is deterministic (unit-test pass/fail plus static-analysis code-quality metrics), so it is less clearly a machine-learning 'automated employment decision tool' than resume-ranking AI - but automated scoring that substantially assists selection can still fall within NYC Local Law 144 (AEDT) and EU AI Act Annex III (recruitment and selection) when it materially drives hiring decisions, and the newer 'Powered by AI' skills mapping and AI-based plagiarism detection add genuine AI surface area. We found no published bias audit, no AI system/model documentation, no ISO 42001, and no EU AI Act or FRIA deployer materials anywhere on skillpanel.com, devskiller.com, the blog, or the help center. The public compliance story rests on ISO 27001 and GDPR, and the live data-security page still advertises defunct EU-US 'Privacy Shield' participation, a stale claim since Schrems II (2020).

Path to a higher score

To raise its score, DevSkiller should commission and publicly post an independent NYC LL 144-style bias/adverse-impact audit (e.g., BABL AI, Warden AI, or Holistic AI) of any scoring or ranking that influences selection; publish an AI system card and explainability statement covering both the deterministic scoring engine and its AI features (plagiarism detection, skills mapping); add EU AI Act deployer guidance plus a FRIA template and pursue ISO 42001; disclose training-data provenance and exclusion lists for its AI components; name its subprocessors; and refresh stale transfer language by dropping Privacy Shield in favor of the SCCs already in its DPA.

Regulatory frame

What applies to assessment AI.

Assessment is the most-regulated surface in AI hiring. NYC LL 144, EEOC and OFCCP frameworks, Illinois HB 3773, and EU AI Act Annex III §4 all apply, with overlap on bias-audit obligations.

Ranking

Others rated in Assessment AI

Ranked 69 of 82 by weighted total under rubric v1.0. The ordering is arithmetic on the rubric and carries no view on which tool suits a given hiring process.

  1. #66Cappfinity40F
  2. #67Adaface39F
  3. #68Canditech39F
  4. #69DevSkillerThis profile39F
  5. #70Alooba38F
  6. #71HirePro38F
All assessment vendors

Conflicts of interest

No vendor pays for placement, scoring, or removal. Casework - the consulting firm that operates this directory - provides paid services to some vendors. Any active or recent (within 24 months) commercial relationship is disclosed on the affected vendor profile and the review is reassigned to an independent reviewer. See the full policy on About.

Casework has no commercial relationship with this vendor.