Jobs in Canada

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Added 4 mins ago
Technical Architect Director - PubSec - Mulesoft Canada
Salesforce Partner Canada
Toronto, ON
Full-time
The Director, Data Foundation Delivery is a senior leader who owns the strategy, architecture, and successful delivery of enterprise Data Foundation engagements for Salesforce Professional…
Added 4 mins ago
Cloud Infrastructure & DevOps Architect
Tata Consultancy Services
Calgary, AB
Full-time
Senior years of experience in cloud infrastructure, DevOps and enterprise solution architecture, primarily across Microsoft Azure and AWS.
Added 4 mins ago
IAE Architect
Tata Consultancy Services
Calgary, AB
Full-time
Minimum Senior years of relevant experience in solution architecture, application architecture, performance engineering, or enterprise technology delivery.
Added 34 mins ago
Infra / Cloud & GenAI Architect
Tata Consultancy Services
Calgary, AB
Full-time
Have Senior plus years of experience in design and implementation of Cloud technologies primarily Microsoft Azure and AWS
Added 36 mins ago
Senior AI Engineer - Evisort AI
Workday
Vancouver, BC · Canada, BC, Vancouver
Full-time
System Design & Reusability: Proven ability to architect robust application layers that wrap around AI models, establishing reusable patterns for system predictability, error handling, and…
Added 50 mins ago
Senior Enterprise Information Data Architect (35902)
Myticas Consulting
Canada
Contract
Senior Enterprise Information / Data Architect
Added 50 mins ago
SOLUTION ARCHITECT TECHNICAL ARCHITECT (35734)
Myticas Consulting
Toronto, ON
Full-time
We are seeking a senior Solution Architect / Technical Architect with strong experience delivering complex enterprise SaaS solutions within Banking, Financial Services, or FinTech…
Added 1 hour ago
Architecte de solutions IA – Senior
CGI
Montreal, QC
Full-time
Our Artificial Intelligence practice is expanding rapidly, and we are seeking a Senior AI Solution Architect to play a key role in shaping, designing, and delivering advanced AI and…
Added 1 hour ago
Architecte de solutions PLM/PLM Solution Architect
Capgemini Engineering
Montreal, QC
Full-time
Diriger la configuration, la personnalisation et l’intégration des plateformes PLM, tout en assurant l’interopérabilité avec les systèmes CAO (CAD), ERP et autres systèmes d’entreprise.
Added 1 hour ago
Principal Banking Cloud Architect | Client Partner | Technology Consulting (35568)
Myticas Consulting
Toronto, ON
Full-time
Principal Banking Cloud Architect | Client Partner | Technology Consulting
Added 1 hour ago
SAP Solution Architect – Integrated Toolchain (35774)
Myticas Consulting
Toronto, ON
Contract
Myticas Consulting is seeking a senior SAP Solution Architect for an approved transformation project with a leading global systems integrator for our Toronto clinet. This is a HYBRID…
Added 1 hour ago
Solutions Architect – AWS Node.js Digital Banking (35654)
Myticas Consulting
Toronto, ON
Contract
Myticas Consulting is seeking an experienced Solutions Architect for a long-term consulting engagement supporting a major digital transformation program within the financial services…
Added 1 hour ago
Architecte de solutions PLM/PLM Solution Architect
Capgemini Engineering
Montreal, QC
Full-time
Diriger la configuration, la personnalisation et l’intégration des plateformes PLM, tout en assurant l’interopérabilité avec les systèmes CAO (CAD), ERP et autres systèmes d’entreprise.
Added 1 hour ago
Data Analyst – Power BI Microsoft Fabric (35903)
Myticas Consulting
Ottawa, ON
Full-time
Reporting to a senior technology leader and working closely with a Data Architect, you will design and maintain dashboards, reports, data models and analytical solutions using Microsoft…
Added 1 hour ago
Senior Backend Principal Developer - Vice President
Citi
Mississauga, ON
Full-time
Integration Design: Architect and implement solutions for integrating diverse Content Provider applications into the unified platform via HTTPS-based interfaces.
Added 2 hours ago
Pega Technical Lead (LSA)
K&K Global Talent Solutions INC.
Mississauga, ON
Full-time
Pega Certified Senior System Architect (PSSA).
Added 2 hours ago
Senior Architecte IA/ML | Senior AI/ML Architect, Services professionnels pour le secteur public | Public Sector Professional Services
Amazon
Montreal, QC
Added 3 hours ago
Pega Technical Architect
K&K Global Talent Solutions INC.
Mississauga, ON
Full-time
Pega Certified Senior System Architect (PSSA).
Added 3 hours ago
Cloud Architect
HISH IT SERVICES
Toronto, ON
$95 CAD / hour
Contract
We are seeking a Senior Cloud Architect with deep hands-on expertise in AWS architecture and data platforms to support a major cloud transformation initiative for a leading financial…
Added 3 hours ago
Architecte de solutions PLM/PLM Solution Architect
Capgemini
Montreal, QC
Diriger la configuration, la personnalisation et l’intégration des plateformes PLM, tout en assurant l’interopérabilité avec les systèmes CAO (CAD), ERP et autres systèmes d’entreprise.
Added 4 hours ago
Architecte de solutions PLM/PLM Solution Architect
Capgemini
Montreal, QC
Diriger la configuration, la personnalisation et l’intégration des plateformes PLM, tout en assurant l’interopérabilité avec les systèmes CAO (CAD), ERP et autres systèmes d’entreprise.
Added 5 hours ago
Full Stack Java Developer Tech Lead- Vice President
Citi
Mississauga, ON
Full-time
The Full Stack Java Developer Tech Lead- Vice President is a senior level position responsible for establishing and implementing new or revised application systems and programs in…
Added 5 hours ago
Technical Architect (React Native)
AI Interviews
Toronto, ON · Greater Toronto Area, Canada
Contract
…a regulated customer-facing mobile app. Leads Discovery and Architect phases, chairs the fortnightly architecture forum with the client's technical leads, and signs Architecture Decision…
Added 5 hours ago
Engineering Director , Nuclear
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 5 hours ago
Enterprise Security Architect
Epsilon Solutions Ltd.
Toronto, ON
Contract
Looking for a hands-on Security Architect with experience in Security Review Boards/Tiger Teams, Application Security (OWASP, SAST, DAST, API Security), SaaS Security (CASB/SSPM/OAuth),…

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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