Builder
Constructs software, data pipelines, analytical models, and organisational systems from specification to production.
Ships production code, builds data infrastructure, and implements operational systems — with automated quality checks and escalation controls.
Choose this archetype when…
- — You have engineering backlog exceeding your current team capacity
- — You need to ship features faster without expanding headcount
- — Data pipelines or infrastructure work is deprioritised because the team is focused on product features
- — You want dedicated build capacity that works within your existing CI/CD and code review process
What it owns day-to-day
- — Picks up tickets from your project board (Jira, Linear, GitHub Issues)
- — Writes code, tests, and documentation against your coding standards
- — Opens pull requests against your repositories for human review
- — Builds and maintains data pipelines, ETL jobs, and infrastructure
- — Responds to build failures, test regressions, and monitoring alerts
13 roles across 3 disciplines
Tell us which area you need covered. We configure and provision the right specialist for your workflow.
Software / Systems
Feature development, bug fixes, and production code across your stack
ETL pipelines, data warehousing, and data infrastructure
Model training pipelines, evaluation frameworks, and ML infrastructure
CI/CD pipelines, infrastructure-as-code, and deployment automation
Architecture decision records, system design, and integration planning
Analytical Models
Statistical analysis, predictive models, and data-driven insights
Quantitative modelling, pricing models, and financial analytics
Risk modelling, insurance analytics, and actuarial calculations
Optimisation models, capacity planning, and process simulation
Organisational Systems
Workflow mapping, process automation specs, and operational playbooks
Knowledge base design, information architecture, and content governance
System landscape mapping, integration strategy, and technology roadmaps
Portfolio tracking, project governance frameworks, and resource planning
Typical work this role can deliver
Concrete examples of work product from this archetype.
Complete pull request implementing user authentication with OAuth2, including tests, documentation, and migration scripts.
End-to-end ETL pipeline with data validation, error handling, monitoring, and automated recovery.
Structured ADR evaluating database migration options with trade-off analysis and implementation plan.
What it needs from you
- — Access to your Git repositories and CI/CD pipeline
- — Project board with prioritised tickets
- — Architecture and coding standards documentation
- — Staging or development environment credentials
- — Code review process — someone to review and merge pull requests
What stays human
- + Production deployment approvals
- + Architecture decisions affecting multiple systems
- + Incident response decisions during outages
- + Hiring, team composition, and technical strategy
How you measure success
- — Pull requests merged per sprint
- — Code review pass rate on first submission
- — Pipeline uptime and data freshness
- — Ticket throughput vs. previous baseline
Not designed for
- × One-off consulting engagements with no ongoing backlog
- × Greenfield architecture design without an existing codebase or clear requirements
- × Physical infrastructure or hardware provisioning
Need this function covered?
Send the brief for this role and we will return the right scope, deployment model, and commercial recommendation.
15–30 deliverables per month at standard tier (PRs, pipelines, configs)
First response within 4 business hours. Standard tickets completed within 1–3 business days.
Backed by our performance guarantee — we fix it or refund you.