Data Platform Engineering

Production-grade data platforms, built and managed for you.

From Airflow pipelines to dbt transformations to cloud infrastructure — we build the data platform your team needs, without the hiring overhead.

Capabilities

What We Build

Every capability below has been proven in production — built, deployed, and battle-tested on real client infrastructure.

Data Pipeline Orchestration

Apache Airflow 3 on Kubernetes with KEDA autoscaling, dynamic task mapping, and Slack alerting.

Data Transformation

dbt models with medallion architecture — staging, intermediate, and marts layers in BigQuery or Snowflake.

Cloud Infrastructure

Terraform-managed Kubernetes clusters on GKE or EKS, multi-account/project cloud architecture, and cost-optimized spot instance autoscaling.

Zero-Trust Security

Tailscale VPN, Workload Identity and IAM Roles for Service Accounts, keyless CI/CD auth — no long-lived credentials anywhere.

CI/CD & DevOps

GitHub Actions pipelines with automated builds, dbt docs generation, and rolling Kubernetes deployments on GKE or EKS.

Documentation & AI Tooling

Starlight docs sites with MCP server integration so your team and AI tools can query platform docs.

Process

How We Deliver

Discovery & Audit

We assess your data sources, existing infrastructure, and business goals.

Architecture & IaC

We design your platform in Terraform — Kubernetes, networking, IAM, storage — all codified.

Pipeline Development

We build your Airflow DAGs, dbt models, and CI/CD pipelines.

Handoff & Support

We deliver full documentation, train your team, and provide ongoing managed support.

Compare

Why This Works

Get the benefits of a senior data platform team without the hiring overhead or infrastructure guesswork.

FactorDIY / In-House HireUsing Parakeet
Cost$120k–180k/year per engineerFlat monthly fee
Time to Value3–6 months to hire + rampDelivering in weeks
FlexibilityFixed salary, fixed scopeScale up or down as needed
Tooling ExpertiseTrial and error with stack choicesProven Airflow + dbt + Terraform stack
SecurityOften deferred or ad-hocZero-trust from day one
DocumentationTribal knowledgeStarlight docs site with MCP integration
Infrastructure as CodeMaybe, eventually100% Terraform from the start
Ongoing MaintenanceIn-house responsibilityFully managed support tiers
FAQ

Frequently Asked Questions

Get answers to common questions about our data consulting services, methodology, and how we can help transform your business through data-driven solutions.