Prompt Details
Model
(claude-4-6-sonnet)
Token size
1,327
Example input
[DRAFT]: Senior Backend Engineering Rockstar - Join the Future of Customer Service!About UsAt Acmecorp, we're on a mission to revolutionize the customer service industry through cutting-edge AI technology. We're a fast-paced, high-growth startup backed by top-tier VCs, and we're building the future of how businesses connect with their customers. Join us on this exciting journey!About the RoleWe're looking for a Senior Backend Engineering Rockstar to join our passionate team and help us scale to the next level. You'll be a key member of our engineering team, working closely with stakeholders to drive key initiatives and own end-to-end backend services.What You'll Do- Drive key engineering initiatives- Own end-to-end backend services- Collaborate cross-functionally with product, design, and ops- Help shape the future of our platform- Wear many hats and learn quickly- Build amazing experiences for our customersWhat We're Looking For- 5+ years of backend engineering experience- Self-motivated team player- Passionate about building scalable systems- Hungry to learn and grow- Not afraid to take ownership- Strong communication skillsWhat We Offer- Competitive salary and equity- Comprehensive health benefits- Unlimited PTO- Free snacks and team lunches- Beer fridge and casual office- Work-life balanceWe're an equal opportunity employer and we celebrate diversity. We're committed to building a diverse team and creating an inclusive environment for all employees. We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.Ready to join us? Apply now!
Example output
Senior Backend Engineer
Acmecorp builds an AI customer-service platform. We have ~1,200 SMB customers and 18 engineers. This role reports to the Backend Tech Lead and is remote within US/Canada timezones.
What you'd actually do:
- Work on the ticket-routing service (Python, ~80k LoC, processes ~12M events/day). SPECIFICS NEEDED: what's the team's near-term roadmap for this service — a rewrite, a feature push, scaling work?
- Own one or two of: Kafka-based event pipeline, billing integration (Stripe to Lago migration in flight), or notification system.
- Code review for 2-3 mid-level engineers.
- On-call rotation: 1 week every 6 weeks.
Required:
- 5+ years of backend experience, ideally with Python and one of Kafka/Pulsar/Redpanda.
- Production experience with event-driven architectures.
- Comfort with on-call work.
Nice to have:
- Experience with Lago or other billing platforms.
- Distributed-systems debugging at scale (12M+ events/day or equivalent).
Compensation: REQUIRED — salary band disclosure. Equity grants per standard L5 schedule. 100% medical premiums covered for employee and dependents. 20 days PTO + 12 federal holidays. 16-week parental leave for primary, 8-week for secondary.
Acmecorp is an equal opportunity employer.
Apply: jobs@acmecorp.com with resume and a brief note on which of the three areas (ticket routing / event pipeline / notification system) interests you most.
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Changes:
- Replaced title: "Senior Backend Engineering Rockstar - Join the Future of Customer Service!" with "Senior Backend Engineer"
- Replaced "About Us" with a 2-sentence company snapshot (what it does, customer count, team size, reporting, location)
- Folded "About the Role" into the opener (reporting structure + remote policy)
- Rewrote "What You'll Do" with specific service names, tech, scope (LoC, events/day), and concrete duties (code review for 2-3 engineers, on-call cadence)
- Added a SPECIFICS NEEDED flag for near-term roadmap
- Split "What We're Looking For" into required vs nice-to-have, removed "self-motivated team player," "hungry to learn," "not afraid to take ownership"
- Rewrote "What We Offer" with real numbers, deleted "free snacks / beer fridge / work-life balance"
- Flagged the missing salary band for pay-transparency jurisdictions
- Condensed EEO statement to one sentence
- Replaced "Apply now!" with a specific instruction and a focusing question
Actionability verdict:
- Does a candidate know what they'd do, what's required, comp, and setup? Partial
- Still missing: salary band (flagged), the team's near-term roadmap on the ticket-routing service (flagged)
Word count before to after: 322 to 224
AI/template signal estimate before to after: high to low
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CLAUDE-4-6-SONNET
Strips the "rockstar wanted at a fast-paced startup" wallpaper out of a job posting and forces it to name the actual work, scope, tools, and pay. Deletes the mission-statement intro, the ninja/guru/self-starter filler, the vague "drive key initiatives" bullets, and the generic-perk list, then returns the edited posting, a change list, and a verdict on whether a candidate can tell what they'd do. Flags missing salary bands where the law requires them. For Claude Sonnet 4.6 and Opus 4.7.
...more
Added 3 weeks ago
