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Added 8 mins ago
Python & Java AI Developer / Toronto, ON (Hybrid) - FTE
AceStack
Toronto, ON
Full-time
Apply MLOps and LLMOps practices, including CI/CD, version control, containerization, model/prompt versioning, observability, monitoring, and production support.
Added 8 mins ago
Senior Full-Stack Software Engineer - AI-Native Engineering, Java & React
Kaseya
Toronto, ON
Full-time
…technical design through implementation, testing, deployment, and production support. You’ll contribute to architecture decisions, modernize existing systems incrementally, and mentor…
Added 8 mins ago
(CONTRACT) - Professional Engineering - Systems Installation Integrator
Bombardier
Montreal, QC
Contract
Support design reviews, installation compliance, verification and validation, qualification, and certification activities.
Added 8 mins ago
Manager, Promotions, Experience, & Fundraising Events
Toronto Blue Jays
Toronto, ON
Full-time
…event spaces across the ballpark. Finally, this incumbent will support the planning, development, and execution of Jays Care Foundation’s fundraising events portfolio where they will be…
Added 8 mins ago
Sr. Integrations Consultant(HCM/Fins) - Workday Success Plans
Workday
Victoria, BC
Full-time
…take risks, the tools to grow, the skills to develop and the support of a company invested in you for the long haul. So, if you want to inspire a brighter work day for everyone, including…
Added 8 mins ago
Sr. Integrations Consultant(HCM/Fins) - Workday Success Plans
Workday
Toronto, ON · Greater Toronto Area, Canada
Full-time
…take risks, the tools to grow, the skills to develop and the support of a company invested in you for the long haul. So, if you want to inspire a brighter work day for everyone, including…
Added 8 mins ago
Administrateur Système Linux (Senior)
SII Canada
Montreal, QC
Full-time
Participate in production support activities and incident analysis.
Added 8 mins ago
ANALYSTE PRINCIPAL, PRODUCTION DE RAPPORTS ET ANALYSE
The Home Depot Canada
Toronto, ON
Full-time
Leverage analytical expertise to anticipate stakeholder needs and proactively build and enhance dashboards and analytics capabilities that support overall business strategy.
Added 8 mins ago
Pega Technical Architect
K&K Global Talent Solutions INC.
Mississauga, ON
Full-time
Support troubleshooting, defect resolution, release planning, deployment validation, and post-production stabilization.
Added 8 mins ago
Rig Setup PA
Johnson Electric
Ancaster, ON
Full-time
Join Our Team as a Rig Setup Production Associate at Johnson Electric!
Added 8 mins ago
Sr. Integrations Consultant(HCM/Fins) - Workday Success Plans
Workday
Vancouver, BC
Full-time
…take risks, the tools to grow, the skills to develop and the support of a company invested in you for the long haul. So, if you want to inspire a brighter work day for everyone, including…
Added 8 mins ago
Sr. Integrations Consultant(HCM/Fins) - Workday Success Plans
Workday
Calgary, AB
Full-time
…take risks, the tools to grow, the skills to develop and the support of a company invested in you for the long haul. So, if you want to inspire a brighter work day for everyone, including…
Added 9 mins ago
Senior Program Manager
Jack Morton Worldwide
Oakville, ON
Partner with Creative and Strategy teams to support exhibit design, ideation, and solution development. Identify innovative production methods and execution approaches that enhance program…
Added 9 mins ago
QA Team Lead
GS1 Canada
Toronto, ON · North York, ON
$95,000 to $115,000 CAD / year
Full-time
Produce clear quality reports and dashboards for the QA Manager and VP; support GAW telemetry and Squared Up dashboards with QA metrics.
Added 9 mins ago
Marketing Coordinator
Urbandale Corporation
Ottawa, ON
This hands-on role combines marketing coordination with design and production execution. Working closely with the Director, Sales, Marketing & Product Development, Assistant Marketing…
Added 9 mins ago
Manager, Design & Store Planning
Sobeys Capital Incorporated or a Franchise/Affiliate / ou une franchise/société affiliée
Mississauga, ON
…delivers high‑quality, cost‑effective design solutions that support our brand and business…
Added 24 mins ago
Ingénieur en assurance qualité (QA) / QA Engineer
Explorance
Montreal, QC
Full-time
…développement de l'automatisation et le soutien aux mises en production…
Added 24 mins ago
Vice President, Global Brand Creative
ARC'TERYX
North Vancouver, BC
Full-time
Owning the in-house creative production pipeline - photography, film, and digital content - from concept through delivery, ensuring output is both craft-driven and efficient at scale
Added 24 mins ago
Manager, Promotions, Experience & Fundraising Events
Toronto Blue Jays
Toronto, ON
Full-time
…event spaces across the ballpark. Finally, this incumbent will support the planning, development, and execution of Jays Care Foundation’s fundraising events portfolio where they will be…
Added 38 mins ago
Business Development Partner
Sun Life Québec
Pointe-Claire, QC
Full-time
When you join Sun Life, you'll work with passionate colleagues and empowering leaders who support your growth and celebrate your contributions, so you can make a meaningful difference in…
Added 38 mins ago
CONTRACTOR - Technical Expert, Engineering - Structures Design Integrator
Bombardier
Montreal, QC
Full-time
Your work will focus on aircraft structural design, from configuration and concept development through detailed definition, production support, certification support, and in-service changes.
Added 38 mins ago
Packaging Operator - 6 Month Contract (Night Shift)
Teva Pharmaceuticals
Toronto, ON
Full-time
Support OPEX initiatives (OEE, SMED, RCPS, Kaizen, 5S)
Added 38 mins ago
Project Coordinator
Infotek Consulting Inc.
Toronto, ON
$40 to $50 CAD / hour
Contract
Coordinate with Production Support through regular weekly touchpoints to intake, document, and track newly raised issues.
Added 38 mins ago
Business Development Partner
Sun Life Québec
Montreal, QC
Full-time
When you join Sun Life, you'll work with passionate colleagues and empowering leaders who support your growth and celebrate your contributions, so you can make a meaningful difference in…
Added 38 mins ago
Full Stack Developer
PlanIT Search
Markham, ON
Contract
…design and development through deployment, monitoring, and production…

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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