Data Science & Analytics Co-op: AI, Pipelines & Dashboards

Apple Canada; Toronto; On-site; CAD 59,000 - 89,000; Full time

Job summary

Apple Canada seeks a curious Data Science & Analytics Student (Co-op) to join the Sales Data and Analytics team in Toronto, Ontario for an 8-month term (January–August 2027). You will collaborate with Sales, Finance, Operations and Senior Leadership to drive data insights, reporting, analytics and tooling that influence Apple’s Canada strategy.

Embedded in the team, you’ll own end‑to‑end deliverables from ETL/ELT development in PostgreSQL and Snowflake to Airflow workflows, AI agents and RAG

Qualifications

• Enrolment in a Bachelor's or Master's program in a quantitative field with plan to return to studies after the co-op.
• Strong proficiency in Python and standard data libraries including pandas and NumPy.
• Strong command of SQL and relational databases, with experience in PostgreSQL or Snowflake.
• End-to-end data pipeline or application experience from coursework or projects.
• Experience with Git and collaboration workflows.
• Foundational knowledge of algorithms and software engineering principles.
• Demonstrated AI literacy and understanding of LLMs and their failure modes.
• Strong written and verbal communication skills across teams.
• Preferred: Apache Airflow, dbt, LangChain, LlamaIndex, RAG, scikit-learn, XGBoost, Tableau, Docker, CI/CD, vector search tools.

Responsibilities

• Maintain and develop data pipelines and ETL/ELT processes across multiple platforms.
• Build and maintain automated pipelines ingesting and transforming data for PostgreSQL and Snowflake.
• Implement pipeline monitoring, schema drift detection, and data quality checks.
• Migrate and optimize workflows using Apache Airflow and internal orchestration tools.
• Architect AI workflows, RAG systems and LLM applications for internal use.
• Develop evaluation frameworks and scoring models for analytics and AI outputs.
• Deliver reporting and visualizations via Tableau dashboards for business stakeholders.
• Contribute to data governance through lineage tracking and metadata documentation.
• Collaborate with business partners and IS&T to translate problems into data/AI deliverables.

Skills

Python

SQL

Data pipelines

ETL/ELT

Airflow

Tableau

AI literacy

Communication

Git

Team collaboration

Education

Enrolment in Bachelor's/Master's in a quantitative field

Tools

PostgreSQL

Snowflake

Tableau

Airflow

Git

dbt

LlamaIndex

Job description

Apple Canada seeks a curious Data Science & Analytics Student (Co-op) to join the Sales Data and Analytics team in Toronto, Ontario for an 8-month term (January–August 2027). You will collaborate with Sales, Finance, Operations and Senior Leadership to drive data insights, reporting, analytics and tooling that influence Apple’s Canada strategy.

Embedded in the team, you’ll own end‑to‑end deliverables from ETL/ELT development in PostgreSQL and Snowflake to Airflow workflows, AI agents and RAG