Why this Role Exists
At Blip, data doesn't just inform decisions—it powers experiences. But data at scale demands discipline: governance that enables (not blocks), costs that are predictable, and standards that accelerate (not slow down) teams.
We're migrating from Azure/Databricks to Google Cloud Platform with a clear mandate: build it right from day one. No legacy debt. No ungoverned pipelines. No cost surprises.
We're looking for a Staff Data Engineer with a rare blend: deep hands-on technical skills in data platforms plus strategic thinking in governance, cost optimization, and enablement. Someone who can turn policies into code, transform Google PSO artifacts into reusable templates, and scale best practices across domains—without becoming the "policy police."
Your Mission
You'll be the technical backbone of our Data & Analytics Center of Excellence (CoE), translating governance strategy into automation, patterns, and tooling that make "doing the right thing" the fastest and easiest path for data teams.
You'll work hand-in-hand with our Data Architect and Google Cloud Professional Services to:
Implement governance-as-code
Embed FinOps discipline into every pipeline, dataset, and model from day one.
Build reusable templates, accelerators, and frameworks that scale across domains
Enable federated governance: empowering teams with self-service tooling, guardrails, and observability.
Key Responsibilities
Governance Engineering & Automation
Design and implement governance-as-code frameworks using GCP-native tools
Build automated workflows for data classification, lineage tracking, quality validation, and compliance reporting (LGPD, GDPR, ISO 27001).
Create reusable Infrastructure-as-Code (IaC) modules (Terraform) for governance foundations: project structure, IAM roles, security policies, audit logging, retention policies.
Implement the Governance Seal framework: automated validation that datasets/pipelines meet minimum standards (quality, security, documentation, cost efficiency) before entering production.
FinOps for Data & Cost Optimization
Embed FinOps best practices into CoE templates: partitioning strategies, clustering, storage classes (Standard/Nearline/Coldline/Archive), lifecycle policies, query optimization, slot reservations, autoscaling.
Build cost monitoring and alerting for GCP data services.
Identify, remediate and direct cost waste: unused tables, redundant pipelines, inefficient queries, over-provisioned resources.
CoE Platforms, Templates & Accelerators
Transform deliverables (TDDs, IaC modules, pipeline patterns, KT sessions) into production-ready CoE standards: documented, versioned, tested, and reusable.
Build a catalog of pipeline patterns and templates for common use cases: batch ingestion (JDBC, APIs, files), streaming (Pub/Sub, Kafka), CDC, data contracts, gold layer serving (fast + analytical).
Develop self-service toolkits for Data Stewards and domain engineers: project setup scripts, data contract generators, quality rule templates, lineage visualization, metadata enrichment.
Establish CI/CD patterns for data pipelines: automated testing (schema validation, data quality, security checks), deployment gates (Governance Seal validation), rollback strategies.
Data Modeling & Storage Design (Governance Lens)
Design reference data models that embed governance from the start: clear ownership, semantic definitions, access policies, retention rules, lineage traceability.
Optimize storage and compute for both performance and cost: partitioning, clustering, indexing, compression (Parquet, Avro), Delta/Iceberg table formats.
Define standards for data contracts (schemas, SLAs, ownership, change management) and implement them as code (Avro schemas, Protobuf, dbt contracts, data validation frameworks).
Observability, Quality & Reliability
Build data quality checks
Implement end-to-end data lineage (Dataplex, OpenLineage, custom metadata extraction) from source systems to analytics/AI consumption.
Build monitoring and alerting for governance KPIs: policy compliance, data freshness, quality SLA breaches, access anomalies, cost overruns.
Define and enforce SLAs/SLOs for data delivery, accuracy, and availability—across raw, trusted, and gold layers.
Enablement & Leadership
Act as technical mentor and sparring partner for Data Stewards, domain engineers, and analytics teams adopting CoE standards.
Lead design reviews and architecture spikes for governance, FinOps, and platform patterns.
Produce playbooks, runbooks, and hands-on labs: "How to set up a governed project in GCP," "FinOps checklist for BigQuery," "Implementing dynamic data masking," etc.
Facilitate Community of Practice sessions: share patterns, troubleshoot blockers, celebrate wins, iterate on feedback.
What We’re Looking For
Experience
6+ years in Data Engineering, Platform Engineering, or Data Infrastructure roles, with at least 2 years focused on governance, data quality, or platform enablement.
Proven experience implementing data governance frameworks in production: metadata management, access control, data quality, lineage, compliance.
Hands-on experience with FinOps for data platforms: cost monitoring, optimization, chargeback/showback models, budgeting.
Experience building reusable frameworks, templates, or internal platforms that other engineers consume (not just one-off pipelines).
Technical Foundations
GCP expertise (required): BigQuery (IAM, policies, partitioning, clustering, masking), Dataplex (lakes, zones, catalog, lineage, quality), Cloud Storage, Pub/Sub, Dataproc, Composer/Airflow, Cloud DLP, IAM.
Infrastructure-as-Code: Terraform (or equivalent) for provisioning and managing GCP data infrastructure at scale.
Programming: Strong Python and SQL; ability to write clean, testable, maintainable code for data pipelines and automation.
Data modeling: Deep understanding of dimensional modeling, event sourcing, CDC, slowly changing dimensions, data contracts, schema evolution.
CI/CD for data: Experience with automated testing, deployment pipelines, version control (Git), and release management for data products.
Data quality & observability tools: Great Expectations, dbt, Dataplex Data Quality, OpenLineage, or similar.
Governance & Compliance Knowledge
Understanding of data privacy regulations (LGPD, GDPR) and how to implement technical controls: data classification, masking, anonymization, retention, audit trails.
Experience with Data Loss Prevention (DLP) tools and techniques: scanning, tokenization, redaction, de-identification.
Familiarity with Data Mesh or federated governance models: domain ownership, data as a product, self-serve platforms, governance as guardrails (not gates).
Bonus Points
Experience with Azure/Databricks → GCP migrations, especially governance and cost remediation during migration.
Knowledge of ML governance: feature stores, model lineage, experiment tracking, model monitoring, responsible AI practices.
Contributions to open-source data governance or quality frameworks (Great Expectations, dbt packages, OpenLineage, Amundsen, Datahub, etc.).
Experience with FinOps certification or formal FinOps programs (cloud cost management, budget forecasting, optimization strategies).
Background in compliance audits or enterprise data governance programs (ISO 27001, SOC 2, PCI-DSS).
Why Join Us
You'll join a company with global ambitions and a highly motivated Data team at a critical inflection point: migrating to a modern cloud stack and building the governance, cost discipline, and enablement culture that will scale for years to come.
Here, you won't just implement tools—you'll architect the foundations of how Blip governs, optimizes, and democratizes data. You'll work directly with Google Cloud Professional Services, shape corporate standards, and enable dozens of engineers and analysts to build faster, safer, and smarter.
This is a rare opportunity to be the "governance engineer" who makes governance loved, not feared.
Informações adicionais
Vantagens e benefícios
Sua Experiência no Dia a Dia
🕘 Horário Flexível: Mais autonomia para organizar sua rotina com equilíbrio e responsabilidade.
🏠 Modelos de Trabalho Flexíveis: Remoto, híbrido ou presencial, conforme a necessidade da função.
👕 No Dress Code: Liberdade para ser quem você é, sem formalidades.
🖥️ Auxílio Home Office e Blip Setup: Suporte financeiro para montar (ou melhorar) seu espaço de trabalho remoto.
🎉 Day Off de Aniversário: Um dia de folga no mês do seu aniversário para comemorar como quiser.
🔋 Blip Recharge: São 5 dias de folga remunerada por ano, para cargos que não fazem registro de ponto, pensados para equilibrar a jornada.
Bem-estar e Qualidade de Vida
🍽️ Vale Alimentação ou Refeição: R$ 1144,00 mensais, sem desconto e creditado inclusive nas férias e licenças.
Beneflex: Valor mensal creditado em saldo livre, permitindo flexibilidade total de uso, de acordo com suas necessidades.
🚍 Vale Transporte: Disponível conforme necessidade de deslocamento.
🏋️ Wellhub (Gympass): Acesso a academias, apps de bem-estar e atividades físicas, também para dependentes.
🎭 Convênio SESC: Acesso à cultura, lazer, esportes, hotéis, colônia de férias e mais.
Saúde Física e Emocional
🩺 Plano de Saúde (Amil): Cobertura nacional, quarto privativo para você e seus dependentes, com desconto apenas de coparticipação.
🦷 Plano Odontológico: Cobertura nacional para você e seus dependentes, com três opções de planos, e desconto integral do valor do plano escolhido.
🧠 Conexa Saúde: Plataforma de atendimento psicológico online.
🔐 Seguro de Vida: Cobertura equivalente a 24 vezes o seu salário mensal.
Família, Parentalidade e Apoio
👶 Licença Maternidade Estendida: 180 dias para viver o início dessa nova fase com tranquilidade.
👨👧 Licença Paternidade Estendida: 30 dias para estar presente e fortalecer vínculos.
🧸 Auxílio Creche: Reembolso de R$ 676,81 para filhos de até 2 anos e R$ 592,21 para filhos de até 5 anos.
🧩 Auxílio para Dependente PCD: Apoio de R$ 846,02 para filhos com deficiência ou neuro diversidade.
Desenvolvimento e Reconhecimento
📘 Incentivo Educacional: Parcerias com instituições de ensino superior e escolas de idiomas.
💰 ICP – Incentivo de Curto Prazo: Reconhecimento financeiro vinculado a metas da Blip.
Diversidade e Inclusão
🏳️🌈 Seu Nome Importa: Reembolso de até R$250,00 para despesas com alteração de prenome e/ou marcador de gênero, fortalecendo a inclusão e o respeito à identidade.