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Added 9 mins ago
Manager of Public Affairs
Karis Disability Services
Waterloo, ON
Full-time
…developmental disabilities and their families. Working closely with senior leaders, government stakeholders, sector partners, and internal subject matter experts, you will influence public…
Added 9 mins ago
Senior Product Manager Technical, Amazon Customer Service
Amazon
Vancouver, BC
The Journey Management (JM) Team within Network Solutions is looking for a Senior PMT to define and execute our roadmap for customer service call center management products. This role will…
Added 9 mins ago
Senior Architecte IA/ML | Senior AI/ML Architect, Services professionnels pour le secteur public | Public Sector Professional Services
Amazon
Montreal, QC
Added 9 mins ago
Senior Software Developer, BE
Coursera Sourcing
Toronto, ON
…new skills has never been greater. Coursera brings trusted content and credentials from leading university and industry partners, while Udemy brings a dynamic skills marketplace and global…
Added 23 mins ago
Python & Java AI Developer / Toronto, ON (Hybrid) - FTE
AceStack
Toronto, ON
Full-time
We are seeking a Senior AI Software Engineer with strong hands-on experience in Python, Java, Generative AI, and Agentic AI to support an enterprise AI initiative within a regulated banking…
Added 23 mins ago
Associate Director, Scientific Strategy
Klick
Toronto, ON
Full-time
…growing strategic leadership. This role contributes to both content development and scientific planning, supporting integrated medical communications initiatives across multiple therapeutic…
Added 24 mins ago
Senior Software Developer, BE
Coursera
Toronto, ON
…new skills has never been greater. Coursera brings trusted content and credentials from leading university and industry partners, while Udemy brings a dynamic skills marketplace and global…
Added 39 mins ago
Midweight Designer
ramarketing
Toronto, ON
Full-time
…building genuine partnerships to enhance their marketing, design, content, and PR strategies. With offices in the UK, US, and Canada, and over 80 global industry experts, we deliver B2B…
Added 39 mins ago
Solution Product Marketing Manager - Canada
ActiveProspect, Inc.
Remote, Canada
Full-time · Remote
Translate research findings into clear recommendations for product strategy, solution development, messaging, campaigns, content, and sales plays.
Added 52 mins ago
Manager,Sr.-Digital Marketing
Future Electronics
Canada
Full-time
The Senior Manager -Digital Marketing will focus on digital initiatives and be responsible for strategic and tactical marketing programs. Reporting to the Director, the manager will play a…
Added 52 mins ago
Deals - Tax Real Estate | Senior Manager
PwC UK
London, ON
Full-time
We are looking for an individual to join our Real Assets & Credit tax team as a Senior Manager in the Real Estate team.
Added 52 mins ago
Commercial Trainer
Lock Search Group
Toronto, ON · Greater Toronto Area, Canada
Full-time
Reporting to the Senior Director, Sales & Commercial Excellence, and working in close partnership with Regional Business Managers (RBMs), Marketing, Medical Affairs, Human Resources (HR),…
Added 54 mins ago
Senior Software Developer (Full stack)
Autodesk
Toronto, ON · Montreal, QC · AMER - Canada - Ontario - Toronto - University Ave
Full-time
26WD101386 Senior Software Developer (Full stack)
Added 54 mins ago
Manager, Communications
Intact FC
Toronto, ON · Montreal, QC · Calgary, AB
Full-time
…comfortably between strategy and execution. You’ll influence senior stakeholders, ask thoughtful questions, identify opportunities to improve how we communicate, and help build a…
Added 1 hour ago
Director, Public Relations & Communications
D2L
Canada
Provide strategic communications counsel to senior and executive leaders on reputation management, crisis communications, and media relations.
Added 1 hour ago
PRODUCER
Gonez Media
Toronto, ON
Full-time
…storytelling, culture-shaping conversations, and creator-led content that resonates…
Added 1 hour ago
Senior Digital Marketing Manager
Church & Dwight Co., Inc.
Mississauga, ON
Full-time
Reports to: Senior Brand Director, Household & eCommerce
Added 2 hours ago
Administrative Co-Ordinator- Department of Diagnostic and Interventional Radiology
The Hospital for Sick Children
Toronto, ON
Full-time
Update content on Program/Department websites/SharePoint.
Added 2 hours ago
Senior Product Manager, Applied AI
Coursera
Canada
…new skills has never been greater. Coursera brings trusted content and credentials from leading university and industry partners, while Udemy brings a dynamic skills marketplace and global…
Added 2 hours ago
Head of Marketing
T2Group
Canada
Experiment with a variety of organic and paid acquisition channels – content creation, content curation, pay per click campaigns, event management, publicity, social media, lead generation…
Added 2 hours ago
Senior Manager - ETAM - Technology Standards and Product Catalogue
TD
Toronto, ON
Full-time
Partner with platform owners on configuration, content feeds (SAM and HAM content, vendor lifecycle dates) and the capability roadmap
Added 2 hours ago
Senior Manager, Enterprise Data Quality Management
TD
Toronto, ON
Full-time
The Senior Manager, Enterprise Data Quality Management owns and leads Data Content Manager as an enterprise capability across the ServiceNow modules that depend on trusted data. The role is…
Added 2 hours ago
Charge Nurse
NHS Scotland
Carstairs, AB
Contract
The post holder will work closely with the Senior Charge Nurse to support service delivery, workforce management, clinical governance, and continuous quality improvement initiatives,…
Added 3 hours ago
Project Manager, Sales Enablement & Executive Customer Engagement
Husky Technologies
Bolton, ON
Full-time
…and lead the development of executive-facing sales enablement content and systems that support high-value customer engagements. This role ensures that Husky delivers clear, compelling, and…
Added 3 hours ago
Marketing and Proposals Coordinator
G architects
Toronto, ON
Internship
Manage and schedule content for the firm’s LinkedIn and Instagram accounts, ensuring consistency with brand voice and visual standards

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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