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Confiar Services

MongoDB Data Modeler / Data Engineer

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
Apply by: Nov 6, 2026
Posting language: English
Posted: Oct 7, 2026

Original job description

Role Overview

They are looking for MongoDB Data Modeler / Data Engineer to support Canada’s data analytics, ingestion, and data curation initiatives. The ideal candidate will have strong experience in MongoDB, JSON data modeling, SQL, PySpark, and Azure data platforms.

Key Responsibilities

Design and develop MongoDB JSON data models, schemas, and XSD/JSON schemas.
Lead MongoDB schema evolution, versioning, migration, indexing, and performance optimization.
Develop and optimize data pipelines using PySpark, Spark SQL, and SQL.
Build and manage ETL/ELT and data ingestion pipelines using Azure Databricks, Azure Data Factory (ADF), and Azure Synapse.
Perform data transformation, integration, cleansing, and curation across multiple data sources.
Ensure data quality, lineage, scalability, security, and performance across data platforms.
Collaborate with business analysts, data engineers, architects, and technology teams to gather requirements and deliver data solutions.
Troubleshoot data pipeline and MongoDB performance issues.
Maintain technical documentation related to data models, schemas, pipelines, and data flows.

Must-Have Skills

5+ years of experience in JSON-based data modeling and schema design.
Strong hands-on experience with MongoDB.
Advanced SQL skills.
Strong experience with PySpark / Spark SQL.
2+ years of Azure Cloud experience.
Hands-on experience with:
Azure Databricks
Azure Data Factory (ADF)
Azure Synapse Analytics
Strong understanding of ETL/ELT, data ingestion, orchestration, and cloud data pipelines.
Experience with MongoDB schema design, indexing, migration, and performance tuning.
Strong analytical, communication, and documentation skills.

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More about this job

Responsibilities

Design and optimize MongoDB data models, schemas, and indexes, and develop scalable data pipelines using PySpark, SQL, and Azure data services. Manage data ingestion, transformation, integration, and curation while ensuring data quality, security, performance, and documentation.

Requirements

Requires 5+ years of JSON-based data modeling and schema design, hands-on MongoDB experience, advanced SQL, and strong PySpark/Spark SQL skills. Candidates must also have 2+ years of Azure experience, including Databricks, Data Factory, and Synapse, plus knowledge of ETL/ELT, ingestion, orchestration, and MongoDB performance tuning.

Skills

MongoDB
JSON Data Modeling
Schema Design
SQL
PySpark
Spark SQL
Azure
Azure Databricks
Azure Data Factory
Azure Synapse Analytics
ETL/ELT
Data Ingestion
Data Pipeline Orchestration
Data Quality
Indexing
Performance Tuning

Visa sponsorship

Not detected in the job text

Keywords

MongoDB
JSON
Data Modeling
Schema Design
XSD
Schema Evolution
Schema Versioning
Data Migration
Indexing
Performance Optimization
SQL
PySpark
Spark SQL
Azure
Azure Databricks
Azure Data Factory
Azure Synapse Analytics
ETL
ELT
Data Ingestion
Data Orchestration
Data Transformation
Data Integration
Data Cleansing
Data Curation
Data Quality
Data Lineage
Cloud Data Pipelines
Banking
Data Analytics

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