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Itix

Data Engineer – Mid-Level

Itix

. Design and build ETL/ELT pipelines in Databricks or using open-source strategies, ingesting and processing data within a medallion architecture on Delta Lake .

Posted 10/2/2026contractRemote • BrazilMid-LevelSeniorWebsite

Core Competencies

Role fit
Core Competencies

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Demonstrates expertise in designing and building ETL/ELT pipelines using Databricks and open-source strategies, with a strong focus on data curation, compliance with LGPD, and integration of databases with APIs. Proficient in automating processes and ensuring data quality within a medallion architecture.

Highest-signal resume keywords
Advanced PythonSQLDatabricksData ModelingLGPD Compliance

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills
ETL/ELT Pipeline DesignData CurationVector IndexingData Quality TestingVersioningUnstructured Data ProcessingMedallion ArchitectureEmbedding GenerationIncremental Index UpdatesData Standardization
Tools & Technologies
DatabricksDelta LakePySparkSpark SQLGitCI/CDAzureAWSGCPMLflow
Certifications & Qualifications
Databricks Data Engineer AssociateDatabricks Data Engineer Professional
Industry Keywords
InsuranceFinancial ServicesSensitive Data HandlingUnity CatalogMosaic AIDelta Live TablesLakeflowAuto LoaderTerraformDatabricks Asset Bundles

Tech Stack

Tools & technologies
AWSAzureETLGoogle Cloud PlatformPySparkPythonSparkSQLTerraformUnity

About the role

Key responsibilities & impact
  • Design and build ETL/ELT pipelines in Databricks or using open-source strategies, ingesting and processing data within a medallion architecture on Delta Lake
  • Ingest and standardize PDF documents and images with metadata
  • Perform data curation and anonymization in compliance with Brazil’s LGPD, generating datasets for RAG, few-shot learning, and testing
  • Build and operate vector indexing, including chunking, embedding generation, incremental index updates, and versioning
  • Prepare versioned datasets (golden sets) for accuracy evaluation and benchmarking
  • Structure feedback-loop persistence and feed the Quality and SLA Dashboard
  • Integrate databases with inference services and APIs to other systems, taking performance, cost, monitoring, and alerting into account
  • Automate processes using Workflows/Jobs, CI/CD, and data quality tests

Requirements

What you’ll need
  • Advanced Python and SQL
  • Data modeling and medallion architecture / Lakehouse
  • Experience with unstructured data pipelines (PDFs, images, and text) and preparing data for RAG
  • Familiarity with vector databases and embeddings (Databricks Vector Search, pgvector, or similar)
  • Data quality, data testing, and versioning
  • Hands-on Databricks experience: Delta Lake, Workflows/Jobs, notebooks, PySpark, and Spark SQL
  • Git and CI/CD
  • Experience in a cloud environment (Azure, AWS, or GCP)
  • Knowledge of LGPD and sensitive data handling
  • Unity Catalog in a governed environment (preferred)
  • MLflow, Databricks Model Serving, and Mosaic AI (preferred)
  • Delta Live Tables / Lakeflow and Auto Loader (preferred)
  • Experience in the insurance or financial services industry (preferred)
  • Terraform or Databricks Asset Bundles (preferred)
  • Databricks Data Engineer Associate or Professional certification (preferred)

Benefits

Comp & perks
  • Anywhere Office: geographic flexibility to work from the location that makes the most sense for you, depending on the project
  • Discount partnerships
  • Employee referral program with rewards
  • Birthday day off
  • TotalPass/Gympass
  • Health and wellness initiatives
  • Opportunities to relax at our offices, with beanbags, a pool table, video games, a lounge, a fully equipped kitchen, and coffee