What is dbt used for?

dbt defines, runs, and tests SQL transformations in the data warehouse. It takes raw source tables and produces clean, documented, tested models using SQL with Jinja templating — and brings version control, CI/CD, and data testing to analytics work that previously had none of those things.

What is the difference between dbt Core and dbt Cloud?

dbt Core is the open-source CLI that runs transformations locally or in your own infrastructure. dbt Cloud adds a web IDE, managed job scheduling, CI/CD integration, and a hosted documentation site. Most teams start with dbt Core and move to dbt Cloud as the team and job complexity grows.

Does dbt replace Airflow or other orchestration tools?

No. dbt handles SQL transformations — the T in ELT. It doesn't orchestrate upstream ingestion jobs or manage dependencies across different systems. Most teams run dbt inside Airflow, Prefect, or dbt Cloud's native scheduler, which handles the full pipeline from ingestion through transformation.

How long does it take to hire a dbt engineer through NeuronHire?

First candidate profiles arrive within 7 days. Full placement typically takes 2–3 weeks.

What does a dbt engineer from Latin America cost?

Senior dbt engineers from Latin America cost 30–50% less than US equivalents. dbt is the de-facto standard transformation tool in LATAM's analytics engineering community, with a large pool of experienced practitioners.

LATAM Senior Talent Network

Hire dbt Developers

Hire pre-vetted dbt engineers from Latin America. dbt Core, dbt Cloud, data modeling, Snowflake, BigQuery. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Pre-Vetted Talent

US/EU Timezone Aligned

Hire in 7 Days

Top 1%

talent accepted

7 days

to first profiles

30–50%

below US rates

100%

timezone overlap

clients backed by

What is dbt and why do companies need dbt developers?

dbt has become the standard for SQL-based transformations in the modern data stack because it finally brought software engineering practices — version control, testing, documentation, CI/CD — to analytics work that was previously living in someone's personal SQL scripts. The real value is in the modeling layer: an experienced dbt engineer designs a project structure that scales, writes tests that actually catch data quality issues, and keeps metric definitions consistent across every downstream consumer. NeuronHire places dbt engineers from Latin America vetted on dbt Core, dbt Cloud, dimensional modeling, and integration with Snowflake, BigQuery, and Redshift. Placed in 7 days at 30–50% below US rates.

Built with dbt

What companies build with dbt

Building a reliable, tested transformation layer in your data warehouse

Raw source tables are messy — nulls, duplicates, schema drift, upstream changes with no notice. A dbt engineer builds the transformation layer that catches these issues with data tests before they reach dashboards, so analysts are working from data they can trust.

Standardizing SQL logic and eliminating metric inconsistencies

When each team writes their own 'revenue' or 'active users' definition in separate SQL files, numbers drift and nobody agrees on the source of truth. dbt encodes business logic as version-controlled models that every downstream consumer references — one definition, one number.

Replacing legacy ETL tools with code-first transformations

Migrating from Informatica, Talend, or SSIS to dbt requires an engineer who can map existing transformation logic to dbt models, rebuild slowly-changing dimension patterns, and design the project structure so the new system is actually more maintainable — not just a different kind of mess.

The Process

Hire in 4 simple steps

From first call to signed developer in as little as two weeks.

Book a Call

A 30-minute discovery call where we understand your stack, team size, seniority needs, and timeline.

Get Matched

Within 7 days we deliver 2–3 hand-picked developer profiles from our vetted LATAM talent network.

Interview

You run your own technical interviews. We coordinate scheduling and give you our vetting notes to guide the conversation.

Hire

Select your developer, sign a flexible engagement agreement, and fast onboard

HOW WE VET DEVELOPERS

How we rigorously choose before you ever see them

From code quality to communication style, every candidate goes through a multi-layered process designed to ensure technical excellence and cultural alignment.

100%

Profile Review

We verify experience, outcomes, and seniority. Only proven professionals move forward.

12%

Soft Skills & Collaboration

We assess communication, collaboration, and English, no multiple-choice fluff.

Technical Evaluation

We test critical thinking and culture fit with real-world engineering challenges.

Precision Matching

Only aligned talent reaches you, by skills, timezone, and team style.

Related dbt skills we assess

These are the specific tools, libraries, and patterns every candidate is tested on before they reach you.

dbt Coredbt CloudSQLSnowflakeBigQueryRedshiftDimensional modelingdbt tests (generic + singular)dbt documentationJinja templatingMetricFlow / Semantic Layerdbt PackagesCI/CD for dbtData lineageAirflow / Prefect

Use these to screen candidates

dbt interview questions

Junior

01What is the difference between a dbt source and a dbt model, and why does the distinction matter?
02What are generic tests in dbt and how would you test that a column has no nulls and only unique values?
03Explain what a ref() function does in dbt and why you use it instead of a hardcoded table name.

Mid-level

01Walk me through how you'd design the staging, intermediate, and mart layers of a dbt project for an e-commerce company with orders, customers, and products source data.
02You notice a production dbt model is running a full table scan on a 5TB Snowflake table every time it runs. How do you identify the problem and convert it to an incremental model?
03How would you implement CI/CD for a dbt project — what happens when a PR is opened, what tests run, and how do you prevent bad models from reaching production?

Senior

01Your dbt project has grown to 300+ models across 8 engineers. Build times have hit 45 minutes and engineers are stepping on each other's changes. How do you restructure the project and development workflow to fix this?
02Design a dbt semantic layer implementation using MetricFlow for a SaaS company that needs revenue, ARR, churn, and user engagement metrics accessible from both Tableau and a Python data science environment.
03A data quality incident occurs where a dbt model silently dropped 30% of rows due to an unexpected join condition change in a source table. How do you design a monitoring and alerting system to catch this class of failure before it reaches dashboards?

FAQ

dbt Developer FAQ

Common questions about hiring dbt developers from Latin America through NeuronHire.

Ready to hire dbt Developers?

Book a 30-minute call. We define your requirements and deliver the first pre-vetted candidate profiles in 7 days, no upfront fee.

No commitment required. First profiles in 7 days.

Related Technologies

All technologies

Google Cloud Platform (GCP) Developers

Hire pre-vetted senior Google Cloud engineers from Latin America. GKE, BigQuery, Vertex AI, Terraform. 7-day SLA, 30–50% below US rates.

Apache Airflow Developers

Hire pre-vetted Apache Airflow engineers from Latin America. DAGs, workflow orchestration, data pipelines, Astronomer. 7-day match SLA, 30–50% below US rates.

Android Development with Kotlin Developers

Hire pre-vetted senior Android Kotlin developers from Latin America. Jetpack Compose, MVVM, Play Store. 7-day match SLA, 30–50% below US rates.

Angular Developers

Hire pre-vetted senior Angular developers from Latin America. Angular 17+, TypeScript, RxJS. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Amazon Web Services (AWS) Developers

Hire pre-vetted senior AWS engineers from Latin America. EC2, EKS, Lambda, Terraform, cloud architecture. 7-day match SLA, 30–50% below US rates.

Microsoft Azure Developers

Hire pre-vetted senior Azure engineers from Latin America. AKS, Azure DevOps, .NET, Terraform. 7-day match SLA, 30–50% below US rates.

Claude Code Developers

Hire pre-vetted Claude Code engineers from Latin America. Agentic coding workflows, custom slash commands, MCP integrations, CI/CD automation with Claude Code. 7-day match SLA, top 1% vetted, 30–50% below US rates.

CrewAI Developers

Hire pre-vetted CrewAI engineers from Latin America. Multi-agent crews, role-based AI agents, LangChain integration. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Databricks Developers

Hire pre-vetted Databricks engineers from Latin America. Delta Lake, Spark, Unity Catalog, MLflow. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Docker Developers

Hire pre-vetted senior Docker engineers from Latin America. Containerization, Docker Compose, multi-stage builds. 7-day SLA, 30–50% below US rates.

.NET / C# Developers

Hire pre-vetted senior .NET developers from Latin America. C#, ASP.NET Core, Azure, microservices. 7-day match SLA, 30–50% below US rates.

Elasticsearch Developers

Hire pre-vetted senior Elasticsearch engineers from Latin America. Search, ELK stack, observability, vector search. 7-day SLA, 30–50% below US rates.

Roles That Use This Tech

All roles

Analytics Engineers

Hire pre-vetted senior Analytics Engineers from Latin America. dbt, Snowflake, BigQuery, data modeling. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Data Engineers

Hire pre-vetted senior data engineers from Latin America. Python, Spark, dbt, Airflow, Snowflake. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Business Intelligence Analysts

Hire pre-vetted senior BI Analysts from Latin America. Power BI, Tableau, Looker, SQL, data modeling. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Data Governance Engineers / Data Stewards

Hire pre-vetted Data Governance engineers from Latin America. Data catalog, lineage, quality, Collibra, Alation. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Data Scientists

Hire pre-vetted senior data scientists from Latin America. Python, ML modeling, statistical analysis. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Machine Learning Engineers

Hire pre-vetted senior ML engineers from Latin America. PyTorch, TensorFlow, MLOps, LLMs. 7-day match SLA, top 1% vetted, 30–50% below US rates.

QA Engineers

Hire pre-vetted senior QA engineers from Latin America. Manual and automated testing, Selenium, Playwright, CI/CD. 7-day match SLA, 30–50% below US rates.

Test Automation Engineers

Hire pre-vetted senior test automation engineers from Latin America. Playwright, Cypress, API testing, CI/CD. 7-day match SLA, 30–50% below US rates.

Agentic AI Engineers

Hire pre-vetted Agentic AI Engineers from Latin America. LangGraph, tool use, autonomous workflows, safety guardrails. 7-day match SLA, top 1% vetted, 30–50% below US rates.

AI Automation Engineers

Hire pre-vetted AI Automation Engineers from Latin America. n8n, Make, Zapier, LLM workflows, document processing. 7-day match SLA, top 1% vetted, 30–50% below US rates.

AI Engineers

Hire pre-vetted senior AI engineers from Latin America. LLMs, RAG, LangChain, vector databases, production AI. 7-day match SLA, top 1% vetted, 30–50% below US rates.

AI Infrastructure Engineers

Hire pre-vetted AI Infrastructure Engineers from Latin America. GPU clusters, vLLM, inference serving, Kubernetes. 7-day match SLA, top 1% vetted, 30–50% below US rates.

Hire in These Countries

All countries

Argentina

120,000+ developer pool

Brazil

500,000+ developer pool