How Many Jira Tickets Does a 'Good' Engineer Close Per Week?

Published: (February 4, 2026 at 04:16 PM EST)
1 min read
Source: Dev.to

Source: Dev.to

Overview

Obsessing over ticket velocity misses the point, but benchmarks can still be useful. Raw ticket counts are misleading because the effort required for each ticket varies widely.

Benchmarks

  • Baseline: 5–10 story points per engineer per 2‑week sprint.
  • Sustainable pace: ~1 ticket per day (≈5 tickets per week).
  • Spikes: 10+ tickets during bug‑triage weeks are normal but unsustainable.
  • High‑velocity teams: Breaking work into 1‑day tasks can reach 25 tickets per week per team.

Factors Affecting Velocity

  • Ticket complexity: 20 trivial bugs ≠ 3 complex tasks.
  • Work‑in‑Progress (WIP) limit: Keep “In Progress” limited to 1 week.
  • Breakdown: Split work into an Epic → Stories → Tasks.

Velocity Ranges

  • Low (< 3 tickets/week) – poor estimation, short (≈3 days) cycles.
  • Healthy (5–8) – quality tickets, deploy frequency > weekly, low rework rate.
  • High but fragile (> 12) – mostly bug‑only work, accumulating tech debt, skipping tests/reviews, burnout risk.

Metrics to Track

  • Velocity Chart – average completed story points per week.
  • Control Chart – cycle‑time trends.
  • Burndown Chart – sprint commitment tracking.

Recommendations

  • Optimize for impactful velocity (deployed value per week) rather than raw ticket count.
  • Ask:
    • Are you shipping features or just closing tickets?
    • Is your cycle time improving?
    • Are blockers decreasing quarter over quarter?
  • Aim for sustainable throughput with quality, not vanity metrics.

References

  • Scrum.org – Scrum Kanban
  • Scrum.org Forum – Story points: complexity vs. effort
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