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Long Finch Technologies
Data EngineerLong Finch Technologies • Toronto, Ontario, Canada
Data Engineer

Data Engineer

Long Finch Technologies • Toronto, Ontario, Canada
4 days ago
Job type
  • Full-time
Job description

Responsibilities:

Data Engineering & Snowflake

  • Design, develop, and maintain scalable data pipelines using Snowflake
  • Implement efficient ELT/ETL processes for structured and semi-structured data
  • Optimize Snowflake performance (clustering, partitioning, query tuning, cost optimization)
  • Manage data ingestion using tools like Snowpipe, Streams, and Tasks

Cloud & Architecture

  • Build and manage data solutions on Amazon Web Services / Azure / GCP
  • Design modern data architectures (Data Lake, Lakehouse, Data Warehouse)
  • Ensure scalability, reliability, and security of data platforms

Data Science & Machine Learning Enablement

  • Collaborate with data scientists to support model development and deployment
  • Build and maintain feature engineering pipelines for ML models
  • Enable data availability for training, validation, and inference workflows
  • Understand and apply key ML concepts (supervised/unsupervised learning, model evaluation, bias/variance)

Advanced Analytics & Modeling

  • Design and maintain data models for analytics and ML use cases
  • Work with large-scale datasets using SQL, Python, and distributed computing frameworks
  • Support real-time and batch data processing

Data Science & Machine Learning Enablement

  • Collaborate with data scientists to support model development and deployment
  • Build and maintain feature engineering pipelines for ML models
  • Enable data availability for training, validation, and inference workflows
  • Understand and apply key ML concepts (supervised/unsupervised learning, model evaluation, bias/variance)

Advanced Analytics & Modeling

  • Design and maintain data models for analytics and ML use cases
  • Work with large-scale datasets using SQL, Python, and distributed computing frameworks
  • Support real-time and batch data processing

Required Skills:

  • Python
  • Snowflake
  • Data Science
  • Machine Learning
  • ETL
  • ML concepts (supervised/unsupervised learning, model evaluation, bias/variance)
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Data Engineer • Toronto, Ontario, Canada

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