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SimplifyJobs/New-Grad-Positions

Establishedrank #191

A collection of full time roles in SWE, Quant, and PM for new grads.

18.1k+154 · 7d 1.3k 85est. NOASSERTIONUnknownpushed 5m ago
Compare View on GitHub

Composite

64

conf 65%

Momentum

49

conf 60%

Vitality (PVI)

73

conf 67%

Community

66

conf 60%

Security & maint.

75

conf 85%

Ecosystem influence

67

conf 60%

Opportunity

61

conf 60%

Breakout · 7d

58%

conf 71%

Executive summary

New-Grad-Positions is currently classified as established with a composite score of 64/100. Momentum (49) and vitality (73) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 154 stars against a 18.1k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 58%.

90-day trajectory

+566 · 30d
2026-07-042026-10-01

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%61
Star accelerationest.15%58
Fork velocityest.10%50
Contributor growthest.10%61
Issue activity growthest.10%31
PR activity growthest.10%44
External mention velocityest.10%8
Release event impactest.5%72
Trending-rank persistenceest.5%40

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%67
PR responsivenessest.15%64
Issue responsivenessest.15%66
Contributor diversityest.10%72
Maintainer continuityest.10%78
Documentation qualityest.5%64
Dependency freshnessest.5%48
Security hygieneest.5%51

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%100
License clarity20%30
Maintenance status25%100
Dependency stalenessest.15%50
Bus factorest.15%76

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%78
Quality-weighted dependentsest.20%65
Documentation citationsest.15%58
Contributor overlapest.15%51
Registry adoptionest.10%46
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption