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Added 1 hour ago
Talent Acquisition Partner
The Kitchen North America
Toronto, ON
Full-time
Own outreach and logistics for intern and early-career programs in partnership with People & Culture.
Added 2 hours ago
ESG-Intern
Husky Technologies
Bolton, ON
Part-time
As an ESG Intern at Husky Technologies, the primary responsibility will be to support the development of Husky's ESG Report, including data collection, stakeholder coordination, content…
Added 2 hours ago
Software Developer Intern
Orbis Corporation
Vancouver, BC
Full-time
Specific projects vary depending on business requirements, however, as an intern you can expect to:
Added 3 hours ago
Corporate Business Intelligence Intern, Winter 2027
Coveo
Quebec, QC
The Business Intelligence team makes trusted data accessible to teams across Coveo, supporting everything from executive reporting to HR, Marketing, Finance, and other business functions.…
Added 3 hours ago
Corporate Business Intelligence Intern, Winter 2027
Coveo
Montreal, QC
The Business Intelligence team makes trusted data accessible to teams across Coveo, supporting everything from executive reporting to HR, Marketing, Finance, and other business functions.…
Added 4 hours ago
Intern, Business Analyst (Winter 2027)
Bombardier
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Volunteer
Assist with special projects that focus on delivering results against the business plan
Added 4 hours ago
Energy Engineer - CDFM - FT Admin
Humber College
Toronto, ON
Internship
Energy Analytics & Fault Detection System) will also be utilized to uncover anomalies in operational data;
Added 4 hours ago
Corporate Business Intelligence Intern, Winter 2027
Coveo
Quebec, QC
Volunteer
The Business Intelligence team makes trusted data accessible to teams across Coveo, supporting everything from executive reporting to HR, Marketing, Finance, and other business functions.…
Added 4 hours ago
Corporate Business Intelligence Intern, Winter 2027
Coveo
Montreal, QC
Volunteer
The Business Intelligence team makes trusted data accessible to teams across Coveo, supporting everything from executive reporting to HR, Marketing, Finance, and other business functions.…
Added 4 hours ago
Intern, Product Management (Winter 2027)
Autodesk
Toronto, ON · AMER - Canada - Ontario - Toronto - University Ave
Full-time
The 2027 Canada Internship Program runs for 16 weeks from January 4 – April 23, 2027. All internships are paid. As an intern, you’ll contribute to meaningful projects, receive mentorship…
Added 4 hours ago
Summer Intern 2027 - Canadian Real Estate Finance Group
Manulife
Toronto, ON
Full-time
Currently pursuing a Bachelor’s Degree in Business, Finance, Accounting, Economics, or related fields. Candidates pursuing a CFA designation are preferred.
Added 5 hours 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
Our Hamilton, Oakville and Ottawa offices are seeking undergraduate business, commerce and accounting and finance students who are pursuing their CPA to join the team as co-op or intern…
Added 5 hours 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
Our Hamilton, Oakville and Ottawa offices are seeking undergraduate business, commerce and accounting and finance students who are pursuing their CPA to join the team as co-op or intern…
Added 5 hours 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
Our Hamilton, Oakville and Ottawa offices are seeking undergraduate business, commerce and accounting and finance students who are pursuing their CPA to join the team as co-op or intern…
Added 5 hours ago
Quality Assurance Intern (Winter 2027, 12months)
Hitachi
Toronto, ON · (RSBU) Toronto
$23 to $30 CAD / hour
Full-time
Business Intern Events: Intern Showcase & Graduation ceremony
Added 6 hours ago
Software Development Internship (Winter 2027)
Autodesk
Toronto, ON · AMER - Canada - Ontario - Toronto - University Ave
Full-time
The 2027 Canada Internship Program is a 16-week paid program running from January 4 to April 23, 2027. As an intern, you’ll contribute to meaningful projects, learn from industry leaders,…
Added 6 hours ago
Software Development Internship (Summer 2027)
Autodesk
Toronto, ON · AMER - Canada - Ontario - Toronto - University Ave
Full-time
The 2027 Canada Internship Program is a 16-week paid program running from May 3 to Aug 20, 2027. As an intern, you’ll contribute to meaningful projects, learn from industry leaders, and…
Added 6 hours ago
Intern, AI Data Developer (Winter)
Autodesk
Toronto, ON · AMER - Canada - Ontario - Toronto - University Ave
Full-time
As an AI Data Developer Intern on the Advanced Compliance Products (ACP) team at Autodesk, you will help build and scale the data pipelines, models, and platform integrations that power…
Added 6 hours ago
Intern, AI/ML Platform (Winter)
Autodesk
Toronto, ON · AMER - Canada - Ontario - Toronto - University Ave
Full-time
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Added 6 hours ago
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Autodesk
Toronto, ON · AMER - Canada - Ontario - Toronto - University Ave
Full-time
Evaluate research findings and prototypes to make recommendations for impacting business and products.
Added 7 hours ago
Student, Data Centre (Winter 2027) - First Nations, Inuit, or Métis Candidates
Sun Life
Waterloo, ON
Full-time
The Data Centre Intern will be responsible for participating in IT hardware life-cycle management process, as required. The resource will be involved in collection (based on IT owner…
Added 7 hours ago
Talent Acquisition Partner
SALT XC
Toronto, ON
Own outreach and logistics for intern and early-career programs in partnership with People & Culture.
Added 7 hours ago
Intern - Business Analysis
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Mississauga, ON
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…forecasting for sell out and sell in plans. Work closely with business analyst to help support sales and demand planning to ensure the correct methodology is used to provide insights and…
Added 7 hours ago
Software Engineering Intern 2027 (Toronto)
Pinterest
Toronto, ON
Leverage opportunities to connect with leaders and colleagues across Pinterest and participate in intern program events
Added 7 hours ago
Machine Learning Intern 2027 (Toronto)
Pinterest
Toronto, ON
As a Machine Learning Intern at Pinterest, you’ll apply machine learning and AI to product and engineering challenges. You’ll work with engineering, product and data teams to prototype,…

Autodesk

Intern, AI Data Developer (Winter)

Toronto, ON, Canada
AMER - Canada - Ontario - Toronto - University Ave, Canada

Job type: Full-time
Posting language: English
Posted: Oct 1, 2026

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Original job description

Job Requisition ID #

26WD101082

Position Overview

As an AI Data Developer Intern on the Advanced Compliance Products (ACP) team at Autodesk, you will help build and scale the data pipelines, models, and platform integrations that power ACP's compliance and analytics capabilities. You will work alongside data engineers, AI/ML engineers, and platform teams to design systems that ingest and process large volumes of telemetry, engineer features for scoring and classification models, and extend shared internal platforms with new domain-specific capabilities; all while ensuring data quality, reliability, and observability throughout the pipeline.

The work we do at Autodesk touches nearly every person on the planet. By creating software for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world to solve problems that matter.

Responsibilities

· Design, build, and maintain data pipelines (ETL/ELT) that ingest, clean, validate, and transform large-scale telemetry and operational data

· Engineer features from raw signals to support scoring, classification, or ranking models, and iterate on model performance against benchmark datasets

· Build and maintain data models, schemas, and versioned datasets that other engineers and analysts can rely on

· Evaluate model and pipeline output for accuracy, drift, and reliability, and implement monitoring/alerting to catch regressions early

· Investigate how existing shared platforms and services are structured, identify coupling points and separation-of-concerns gaps, and propose or prototype ways to extend those platforms for new use cases

· Design, prototype, or build a proof-of-concept extension or integration end-to-end in collaboration with platform stakeholders

· Document data pipeline architecture, data contracts, and technical decisions to support handoff and future maintainability

· Present findings, benchmarks, and recommendations to engineering and business stakeholders

Minimum Qualifications

· Currently enrolled in a full-time undergraduate degree program with expected graduation of April 2027 or later

· Major in Computer Science, Engineering, Data Science, Statistics, or a related field

· Proficiency in Python and SQL, including data manipulation and ML libraries (e.g., pandas, Scikit-learn, PySpark)

· Solid understanding of data engineering fundamentals: ETL/ELT pipeline design, data validation, schema design, and dataset versioning

· Understanding of Machine Learning lifecycle workflows, model evaluation (precision/recall), and experimental design

· Experience with Git and familiarity with cloud environments and distributed data processing (e.g., AWS, Azure, Spark)

· Hands-on experience using AI coding assistants (e.g., Cursor, Claude Code, GitHub Copilot) to write, debug, or refactor code

· Comfortable working with ambiguous, outcome-based problems rather than a fixed task list

Preferred Qualifications

· Experience with large-scale/distributed data processing frameworks (PySpark, Spark SQL) against production-scale data

· Experience with workflow orchestration and pipeline tooling (e.g., Airflow, dbt) and data warehousing concepts

· Exposure to classification/scoring models, anomaly detection, or feature engineering on structured/behavioral signals

· Familiarity with GenAI/LLM-powered platforms (e.g., internal chatbots, RAG-based BI tools) and their underlying architecture

· Understanding of platform/service architecture and separation-of-concerns design in a multi-tenant shared codebase

· Experience reverse-engineering or “diffing” black-box system outputs against raw inputs to infer underlying logic

· Practical experience using AI tools (e.g., Cursor, Claude Code) for tasks beyond code generation such as codebase comprehension, test generation, documentation, and data analysis

· Strong written communication skills for producing architecture docs, data contracts, and stakeholder-facing recommendations

· Interest in compliance, licensing, or fraud/risk-detection domains

How You'll Use AI to Accelerate This Work

This internship is explicitly outcome-focused, not task-based. You are expected to use AI tools to move faster and go deeper, not just to execute a checklist:

· Use AI coding assistants (e.g., Cursor, Claude Code, GitHub Copilot) to accelerate pipeline development, feature engineering, and codebase comprehension when working in existing platforms

· Apply ML methods and AI-assisted analysis to model scoring/classification signals and to diff system outputs against raw inputs, inferring underlying logic

· Use AI-assisted documentation to produce architecture notes, data contracts, onboarding material, and workflow summaries as you go, rather than writing them from scratch at the end

· Use AI-assisted analysis to map requirements against existing platform capabilities and quickly surface data quality or architectural gaps

· Be prepared to explain and justify AI-assisted outputs (model choices, code, documentation) to your mentor and technical stakeholders. AI accelerates the work, but you own the judgment behind it

What You'll Gain

· Hands-on experience building production-grade data pipelines and models that support real business decisions

· Exposure to platform architecture, ownership, and contribution models within a large shared internal system

· A portfolio of measurable outcomes: benchmarked models and pipelines with quantified impact, and a reusable technical playbook

About the Canada Intern Program

The 2027 Canada Internship program runs for 16 weeks (Jan 4 - April 23 2027). All internships are paid. As an intern, you will contribute to meaningful projects, be mentored by industry leaders, and participate in tech talks and other activities designed to support your personal and professional development. Our internships align with Autodesk’s Flexible Workplace approach, which is designed to meet the needs of our business while providing flexibility in support of office, remote and hybrid work preferences.

Learn More

About Autodesk

Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.

We take great pride in our culture here at Autodesk – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.

When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!

Salary transparency

Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience, educational level, and geographic location.

Belonging
We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/global-belonging

In-Person Onboarding and Identity Verification

This role may require in-person onboarding and/or in-person ID verification.

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More about this job

Responsibilities

The intern will design, build, and maintain scalable data pipelines and machine learning models to support compliance and analytics capabilities. They will also collaborate with cross-functional teams to extend internal platforms and document technical architectures.

Requirements

Candidates must be currently enrolled in a full-time undergraduate degree program in Computer Science, Engineering, Data Science, or a related field. Proficiency in Python, SQL, and data engineering fundamentals is required, along with experience in machine learning workflows.

Skills

Python
SQL
Pandas
Scikit-learn
PySpark
Data engineering
ETL/ELT
Machine learning
Data modeling
Git
Cloud computing
AWS
Azure
Data validation
Feature engineering
Model evaluation

Benefits

Paid internship
Mentorship
Tech talks
Professional development

Visa sponsorship

Not detected in the job text

Keywords

AI Data Developer
Data Pipelines
ETL
ELT
Telemetry
Machine Learning
Python
SQL
Pandas
Scikit-learn
PySpark
AWS
Azure
Git
Data Engineering
Feature Engineering
Model Evaluation
Compliance
Analytics
Data Modeling
Cursor
Claude Code
GitHub Copilot
Airflow
dbt
Data Warehousing
GenAI
LLM
RAG
Distributed Data Processing

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