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Added 24 mins ago
Armstrong Graduate Development Program –Technical Sales & Application Engineering Stream
Armstrong Fluid Technology
Calgary, AB
Full-time
12-Month Rotational Journey – Gain hands-on experience across sales functions including business development, account management, customer solutions, and sales analytics & enablement.
Added 54 mins ago
May 2027 Engineering (Natural Gas Division) Co-op (Multiple)
ATCO
Edmonton, AB
Full-time
Perform hydraulic modelling, business case preparation, and long-term development plan preparation.
Added 1 hour ago
Hamilton, Oakville and Ottawa Office - Opportunities in US Corporate Tax- Co-op/Intern - Summer 2027 (12-16 Month Term) - McMaster CIP
KPMG Canada
Oakville, ON
Internship
…challenges. Here, you can build momentum that reaches beyond our business, develop skills for the future, and take ownership of your career with support at every stage. Join a firm where…
Added 1 hour ago
Hamilton & Oakville Offices - Opportunities in Audit - Co-op/Intern - Fall 2027 (12 Month Term) - McMaster CIP or Western BMOS Programs
KPMG Canada
Oakville, ON
Internship
…challenges. Here, you can build momentum that reaches beyond our business, develop skills for the future, and take ownership of your career with support at every stage. Join a firm where…
Added 1 hour ago
Hamilton, Oakville and Ottawa Office - Opportunities in US Corporate Tax- Co-op/Intern - Summer 2027 (12-16 Month Term) - McMaster CIP
KPMG Canada
Hamilton, ON
Internship
…challenges. Here, you can build momentum that reaches beyond our business, develop skills for the future, and take ownership of your career with support at every stage. Join a firm where…
Added 1 hour ago
Hamilton & Oakville Offices - Opportunities in Audit - Co-op/Intern - Fall 2027 (12 Month Term) - McMaster CIP or Western BMOS Programs
KPMG Canada
Hamilton, ON
Internship
…challenges. Here, you can build momentum that reaches beyond our business, develop skills for the future, and take ownership of your career with support at every stage. Join a firm where…
Added 1 hour ago
Hamilton, Oakville and Ottawa Office - Opportunities in US Corporate Tax- Co-op/Intern - Summer 2027 (12-16 Month Term) - McMaster CIP
KPMG Canada
Ottawa, ON
Internship
…challenges. Here, you can build momentum that reaches beyond our business, develop skills for the future, and take ownership of your career with support at every stage. Join a firm where…
Added 1 hour ago
Co-Op: Graphic Designer
Techtronic Industries Canada Inc.
Toronto, ON
Full-time
This role is designed for a student who is eager to learn, grow their design skills in a professional environment, and contribute creatively while developing a strong foundation in…
Added 1 hour ago
International Co-op Officer (15-Month Term)
University of Toronto
Toronto, ON
The International Co-op Officer works to maximize the student experiential learning experience from start to finish by developing career-related programming, facilitating co-op work terms,…
Added 4 hours ago
Student, Associate Software Engineer (Winter 2027)
Sun Life
Toronto, ON · Waterloo, ON · Sun Life Toronto One York
Full-time
We're seeking an enthusiastic software engineering co-op student to join our dynamic Data Engineering team. In this role, you'll contribute to providing cutting-edge data and analytics…
Added 5 hours ago
Supply Chain Student/Co-op- Winter 2027
Irving Shipbuilding
Dartmouth, NS
Full-time
…team keeps things moving. Plus, you’ll build connections with business leaders, collaborate with talented colleagues, and join a vibrant community of fellow co-op…
Added 9 hours ago
Supply Chain Student/Co-op- Winter 2027
J.D. Irving, Limited
Dartmouth, NS
Full-time
…team keeps things moving. Plus, you’ll build connections with business leaders, collaborate with talented colleagues, and join a vibrant community of fellow co-op…
Added 9 hours ago
Stagiaire, Fiscalité Corporative Américaine (4 or 8-mois)
BDO Canada
Vancouver, BC
Full-time
Our Vancouver office is looking for a 4 or 8-month Co-op or Intern Student to join the US Corporate Tax team starting in January 2027. This is a net new role and responsibilities will…
Added 16 hours ago
Industry Partnership & Employer Engagement Coordinator
Jobbe
Antigonish, NS
Full-time
University degree in Business Administration, Enterprise Systems, Human Resources, Communications, Marketing, Economic Development, Social Sciences, or another related field. An equivalent…
Added 16 hours ago
Intermediate Specialist, Industry Engagement and Development
University of Ottawa
Ottawa, ON · Desmarais Hall
Full-time
Student Affairs, CO-OP, Employer & Business Development
Added 18 hours ago
Winter 2027: Operations Analyst Co-op (12 months)
CGI
Toronto, ON
Full-time
…looking for a highly motivated Sales Operations Analyst Co-op student to join our growing Business Operations team supporting the Toronto Financial Services (TFS) business unit. As a member…
Added 20 hours ago
Sales Intern - Vancouver, BC
Victaulic
Vancouver, BC · Greater Vancouver Metropolitan Area
Full-time
Collaborate with sales leaders and experienced representatives to strengthen your customer communication, business development and territory-support skills.
Added 1 day ago
Software Engineer Co-op Student (AI) (4-month contract)
Foresters Financial
Toronto, ON
Full-time
The Software Engineer Co-op Student will join the AI & Enterprise Applications team and contribute to the design, development, and deployment of innovative software solutions and AI-powered…
Added 1 day ago
Student, Value Realization Office Project Management Coordinator (Winter 2027)
Sun Life
Toronto, ON · Sun Life Toronto One York
Full-time
…This opportunity is well suited to a highly organized, curious student who wants practical experience in project management, governance, process improvement and business value…
Added 1 day ago
Process Engineer Co-Op
IKO North America
Brampton, ON
Full-time
…and building materials. IKO is a Canadian owned and operated business with production facilities worldwide and has many years of unparalleled success in the roofing materials industry.…
Added 1 day ago
Student, Husky Midstream Environment, Lloydminster (May 2027)
Cenovus Energy
Lloydminster, SK
Through our Student Program, you’ll have access to some of the best engineers, geologists and business professionals in the industry. In the office you’ll work alongside these experts using…
Added 1 day ago
Student, Husky Midstream Environment, Lloydminster (May 2027)
Cenovus Energy
Lloydminster, SK
Volunteer
Through our Student Program, you’ll have access to some of the best engineers, geologists and business professionals in the industry. In the office you’ll work alongside these experts using…
Added 1 day ago
International Co-op Officer (Term)
University of Toronto
Toronto, ON
The International Co-op Officer works to maximize the student experiential learning experience from start to finish by developing career-related programming, facilitating co-op work terms,…
Added 1 day ago
Employee Engagement Specialist
Responsive Health Management
Belle River, ON
Up to $70,000 CAD / year
Full-time
Certification in HR (Minimum of a Degree/Diploma or equivalent in Human Resources, Business, Development)
Added 1 day ago
Campus Director
MSM Unify
Vancouver, BC
Full-time
…is accountable for regulatory compliance, academic delivery, student experience, and campus performance. The role serves as College's primary institutional contact with the Private Training…

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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