Jobs in Canada

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Added 28 mins ago
Intermediate/Senior Architect
Studio JCI
Toronto, ON · Greater Toronto Area, Canada
Full-time
We are looking for an ambitious, detail-oriented INTERMEDIATE to SENIOR ARCHITECT with 5–8 years of experience in an architecture firm to join our team. As an Intermediate/Senior Architect,…
Added 1 hour ago
Solutions Architect- HSSBC
Provincial Health Services Authority
Burnaby, BC
Full-time
…safety is inherent in all aspects of this position. The Solution Architect is a key member of the HSSBC architecture team whom is responsible for the development of the overall vision and…
Added 3 hours ago
Digital Consulting Architect, CPQ
Zaelab
Remote, Canada
Full-time · Remote
The Digital Consulting Architect, CPQ, reporting to the Director, Technology Solutions, plays a critical role in delivering scalable, revenue-driving Quote-to-Cash solutions for Zaelab’s…
Added 5 hours ago
Data Scientst - Student Position - Sales Business Analytics
Apple
Toronto, ON
Contract
…Collaborating with Sales Professionals, Finance, Operations and Senior Leadership, you will deliver operational excellence by providing data insights, reporting, analytics, and tools to…
Added 7 hours ago
Business Development Manager, Tactical Comms and Information Systems
General Dynamics Missions System International
Ottawa, ON
Full-time
Work closely with the Solution Architect, Product Line Management Team, and engineering to craft value-based proposals that map TacCIS capabilities to customer mission objectives.
Added 9 hours ago
Solutions Architect
Randstad Digital
Toronto, ON
Contract
Added 10 hours ago
Application Architect – EHealth - RQ00386
S M Software Solutions Inc
Fredericton, NB
Internship
We are seeking an experienced Application Architect – EHealth with extensive experience in provincial healthcare, Electronic Health Records (EHR) applications, eHealth platforms,…
Added 10 hours ago
Application Architect – EHealth - RQ00386
S M Software Solutions Inc
Fredericton, NB
Internship
We are seeking an experienced Application Architect – EHealth with extensive experience in provincial healthcare, Electronic Health Records (EHR) applications, eHealth platforms,…
Added 10 hours ago
Application Architect – EHealth - RQ00386
S M Software Solutions Inc
Fredericton, NB
Internship
We are seeking an experienced Application Architect – EHealth with extensive experience in provincial healthcare, Electronic Health Records (EHR) applications, eHealth platforms,…
Added 10 hours ago
Digital Architect – Data - GOAPRDJP00000987
S M Software Solutions Inc
AB · Edmonton, AB
Full-time
Experience as a data architect, software architect, or senior data engineer, where the proposed resource’s focus has been collaborative work on and/or with cross-functional teams to create…
Added 10 hours ago
Digital Architect – Data - GOAPRDJP00000987
S M Software Solutions Inc
AB · Edmonton, AB
Full-time
Experience as a data architect, software architect, or senior data engineer, where the proposed resource’s focus has been collaborative work on and/or with cross-functional teams to create…
Added 10 hours ago
Digital Architect – Data - GOAPRDJP00000987
S M Software Solutions Inc
AB · Edmonton, AB
Full-time
Experience as a data architect, software architect, or senior data engineer, where the proposed resource’s focus has been collaborative work on and/or with cross-functional teams to create…
Added 10 hours ago
Data Scientst - Student Position - Sales Business Analytics
Apple
Toronto, ON
…Collaborating with Sales Professionals, Finance, Operations and Senior Leadership, you will deliver operational excellence by providing data insights, reporting, analytics, and tools to…
Added 11 hours ago
Project Engineering Director
Worley
Markham, ON
Full-time
This senior leadership role reports to the Project Director and is accountable for multidisciplinary engineering delivery for a large-scale, multi-unit nuclear generation expansion. The…
Added 11 hours ago
Senior Director, Data Center Facilities Development
Oracle
Canada
$193,600 to $414,400 USD / year
Full-time
…of Oracle’s global data center portfolio. We are seeking a Senior Director of Data Center Development to provide strategic leadership and organizational oversight for the design of…
Added 12 hours ago
ServiceNow Developer Associate - Summer 2027
RSM US LLP
Calgary, AB
Full-time
…UI actions, ACLs, notifications, etc. with guidance from a Senior Developer or…
Added 13 hours ago
Principal, Infrastructure Architecture
RBC
Toronto, ON · Mississauga, ON
Full-time
You will provide direct support to development teams and to the Lead infrastructure Architect. May be called upon to perform the duties of the Lead Infrastructure Architect as events…
Added 13 hours ago
Senior Manager, Business Systems
Docker
Remote, Canada
Full-time · Remote
We're looking for a Senior Manager, Business Systems to lead our Salesforce development and administration team and drive the architecture, roadmap, and day-to-day operational health of our…
Added 15 hours ago
Director, Global Strategy - Enterprise Planning
ARC'TERYX
North Vancouver, BC
Full-time
As the Director of Global Enterprise Planning on the Strategy team, you architect the planning system that connects Arc’teryx’s long-term strategy to annual priorities, resource allocation,…
Added 15 hours ago
Sr Implementation Consultant
Prophix
Remote, Canada
Remote
As a Senior Implementation Consultant on Prophix's Professional Services team, you will own the end-to-end delivery of complex Prophix One implementations for enterprise finance clients -…
Added 15 hours ago
Graphics Specialist – Building Automation / EBO (GSBA002)
Potenco
Toronto, ON · Greater Toronto Area, Canada
Full-time
Work closely with the Solution Architect / Lead EBO Engineer, Senior Systems Integrators, BAS Specialists, Controls Specialists, commissioning personnel, and project teams.
Added 15 hours ago
Solutions Architect
Calian in Space & Technology
Ottawa, ON
Full-time
We are looking for a Solutions Architect who will use their expertise in computer systems and technology solutions to help solve complex business challenges. In this role, you will work…
Added 15 hours ago
Director, Global Strategy - Enterprise Planning
Arc'teryx Equipment
North Vancouver, BC
Full-time
As the Director of Global Enterprise Planning on the Strategy team, you architect the planning system that connects Arc’teryx’s long-term strategy to annual priorities, resource allocation,…
Added 15 hours ago
Sr Implementation Consultant
Prophix
Toronto, ON · Etobicoke, ON
Full-time
As a Senior Implementation Consultant on Prophix's Professional Services team, you will own the end-to-end delivery of complex Prophix One implementations for enterprise finance clients -…
Added 17 hours ago
Head of Technology and AI
Aequilibrium Software Inc.
Remote, Canada
Full-time · Remote
This is an active role with substantial client involvement. You will lead senior technology conversations, help originate and win engagements, work directly on selected client assignments,…

Apple

Data Scientst - Student Position - Sales Business Analytics

Toronto, ON, Canada

Posting language: English
Posted: Sep 29, 2026

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Original job description

The people here at Apple don’t just create products - they create the kind of wonder that’s revolutionized entire industries. It’s the diversity of those people and their ideas that inspires the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it! As a Data Scientist - Student Position, Sales Business Analytics in Apple's Sales organization, you'll play a key role in supporting our mission. Collaborating with Sales Professionals, Finance, Operations and Senior Leadership, you will deliver operational excellence by providing data insights, reporting, analytics, and tools to advance our strategic vision. We are searching for a student who can be flexible in the face of business ambiguity and eager to analyze/break down sophisticated datasets to derive clear decisions for our various business partners. Please Note: This is a Limited Term Employment position (8-Month Co-op) from January to August 2027

Description

This program offers mentorship and development to elevate your business acumen and give visibility to a wide spectrum of business projects at Apple. You will be embedded within a Sales Data and Analytics team and will own deliverables end to end. Depending on team fit, your work will center on a subset of the following: 1. Data Pipeline Modernization and Observability - Upgrade and modernize mature production ETL/ELT pipelines that span multiple platforms to ensure stability and reliability. - Build and maintain automated batch pipelines that ingest, clean, and transform multi-source data into PostgreSQL and Snowflake environments. - Stand up pipeline monitoring and observability: freshness checks, volume and schema drift detection, data quality assertions. - Optimize database schemas, warehouse models, and query performance for analytical and AI workloads. 2. Workflow Orchestration and Tooling Migration - Migrate scheduled jobs and legacy workflows into Apache Airflow and Apple's internal orchestration platforms, with a focus on avoiding silent failures during and after cutover. - Document existing job dependencies and build validation and parallel-run strategies to confirm parity before decommissioning. - Contribute to a catalog of modern Canada tooling and automations. 3. AI Agent Development and Evaluation - Architect and build agentic workflows, Retrieval-Augmented Generation (RAG) systems, and custom LLM applications against internal knowledge sources. - Support the Canada AI Knowledge Hub and Skills Marketplace: knowledge base design, content structuring, retrieval quality, and the user-facing experience. - Establish rigorous evaluation frameworks for AI systems, including ground-truth sets, benchmark suites, and methods for detecting confidently incorrect answers and hallucinations. - Build AI agents for cross-source data reconciliation and monitoring, resolving discrepancies where multiple systems of record disagree. - Implement structured logging, caching, and fallback mechanisms so AI features behave predictably in production. 4. Analytics, Modeling, and Tiering - Conduct exploratory data analysis, feature engineering, and statistical modeling to uncover actionable insights. - Develop and refine multi-factor scoring and tiering models (Business Tiering, POS Tiering, Carrier Analytics, and related frameworks) that combine several weighted inputs into a single classification. - Build robust validation approaches and be prepared to explain and defend individual model outputs to business stakeholders as needed. - Deliver reporting and visualization that makes model results usable, including Tableau dashboards and prepared datasets. 5. Data Governance and Enablement - Contribute to data catalog and metadata efforts, including data lineage tracking and documentation of data requirements across sources. - Curate and prepare datasets for business teams adopting AI tools, translating qualitative stakeholder needs into concrete metrics and data products. - Support AI enablement activities such as office hours, documentation, and internal guidance. 6. Collaboration and Cross-Functional Impact - Partner with business partners, peers, and IS&T to translate ambiguous problems into concrete data and AI deliverables. - Write clean, well-documented, tested code; participate in code reviews; and present project milestones to both technical and executive stakeholders.

Minimum Qualifications

Enrolled in a Bachelor's or Master's program in Computer Science, Data Science, Statistics, Mathematics, Engineering, or related quantitative field, returning to studies after position’s term. Strong proficiency in Python and standard data libraries (pandas, NumPy). Strong command of SQL and relational database concepts, including experience with PostgreSQL & Snowflake or a comparable relational database. Hands-on experience building end-to-end data pipelines or applications through coursework, personal projects, hackathons, or prior internships. Experience with Git and collaborative version control workflows. Foundational understanding of algorithms, data structures, and software engineering design. Demonstrated AI literacy: familiarity with how LLMs work, their failure modes, and where they are and are not appropriate. Strong communication and writing skills, critical to working across multiple teams and functions. Flexibility to juggle multiple responsibilities independently, and the judgment to ask questions early when something is unclear.

Preferred Qualifications

Candidates are expected to have familiarity and/or experience in these areas, although deep expertise in all is not required. Data Engineering and Orchestration Apache Airflow (or Prefect, Dagster) for workflow orchestration PostgreSQL, Snowflake, dbt Pipeline testing, data quality frameworks (Great Expectations or similar), and monitoring or alerting tooling Data lineage, metadata management, or data catalog tools AI and LLM Application Development LLM and agent frameworks: LangChain, LlamaIndex, or native tool-use and agent frameworks RAG architecture, prompt engineering, and retrieval evaluation Agent evaluation and benchmarking, including LLM-as-judge methods and hallucination detection Vector search: pgvector, Chroma, Qdrant, or similar FastAPI, Docker, and asynchronous Python Data Science and Analytics Statistical analysis, hypothesis testing, and feature engineering scikit-learn, XGBoost, or LightGBM for classification and scoring problems Composite scoring, weighting, and segmentation methodology Tableau and Tableau Prep, or comparable BI tooling Software Practices CI/CD pipelines, containerization, and unit or integration testing Clear technical documentation

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More about this job

Responsibilities

You will support the Sales organization by developing data pipelines, building AI-driven tools, and creating analytical models to drive business decisions. You will also collaborate with cross-functional teams to modernize data infrastructure and ensure operational excellence through reporting and visualization.

Requirements

Candidates must be currently enrolled in a Bachelor's or Master's program in a quantitative field and returning to studies after the term. Strong proficiency in Python, SQL, and experience with data pipeline development or AI applications is required.

Skills

Python
SQL
PostgreSQL
Snowflake
Data Pipelines
ETL/ELT
Apache Airflow
Tableau
Machine Learning
LLM
RAG
Data Modeling
Statistical Analysis
Git
Data Governance
Feature Engineering

Visa sponsorship

Not detected in the job text

Keywords

Data Science
Sales Business Analytics
Python
SQL
PostgreSQL
Snowflake
ETL
ELT
Apache Airflow
LLM
RAG
Tableau
Data Pipeline
Machine Learning
Data Governance
Feature Engineering
Statistical Modeling
Git
Data Observability
Agentic Workflows
Data Lineage
Metadata Management
CI/CD
Docker
FastAPI
Scikit-learn
XGBoost
LightGBM
Data Quality
Business Intelligence

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