What the screening engine checks

Engineers from Central Asia go through technical review, soft-skills checks and English assessment. Your team receives a shortlist in about 48 hours. Leadership spends a few minutes per profile

screening.engine ~ live
$ init pipeline --region=CA
→ pool.scanned verified
→ shortlist.accuracy 94%
→ median.review 6 min
status: cleared

Three verification modules

module.technical

Precise technical screenings

Repo review, live problem solving and system design, scored by senior engineers

Repo analysisLive codingSystem designDomain deep-dive
Signals
128
Coverage
3.2M/day
Depth
L1 → L5
output
→ cleared for shortlist

How a raw signal turns into a highly ranked candidate

GitHub
GitLab
StackOverflow
LinkedIn
Kaggle
Signals ingest
3.2M/day
Technical screening
128 signals
Soft-skills eval
AI + human
English proficiency
CEFR B2+
CLEARED SHORTLIST
Squad composition
Integration payload
latency
~ 48h to shortlist
Median review
6 min
per candidate for leadership
Time to shortlist
~ 48h
vs. 6+ weeks traditional
Shortlist accuracy
94%
after placement feedback
English threshold
CEFR B2+
strict level 

What each stage covers

Detailed specifications for each stage of the pipeline

Repository and code analysis

Commit history, contribution patterns, code quality signals and review habits form a technical baseline

Live problem solving and system design

Live sessions on algorithms, distributed design and trade-offs. Graded by senior engineering leads

Soft skills and collaboration

Async communication, ownership, escalation of blockers and work across time zones. Checked against peer references

English proficiency

Written comprehension, real-time conversation, technical vocabulary and client-facing simulation graded against CEFR with a strict B2+ floor

Integration and handoff

Shortlists land in Jira, Slack or Linear with structured metadata, ready for leadership review

See the engine work against your own stack

A shortlist matched to your stack lands in about 48 hours

pool.signal
Engineers cleared
active pool
utilization86%