Mentor-Led Career Accelerator
Mentor-Led Career Accelerator
Data Engineering Master Certificate
Data Engineering Master Certificate
ETL Pipelines, Cloud Data Platforms & Distributed Systems
ETL Pipelines, Cloud Data Platforms & Distributed Systems
Develop practical data engineering capabilities through structured, mentor-guided training. Build hands-on experience designing ETL pipelines, managing cloud data platforms, and working with large-scale distributed systems aligned with Data Engineer and Cloud Data Engineer roles.
Develop practical data engineering capabilities through structured, mentor-guided training. Build hands-on experience designing ETL pipelines, managing cloud data platforms, and working with large-scale distributed systems aligned with Data Engineer and Cloud Data Engineer roles.
Live 1-on-1 Mentorship
Live 1-on-1 Mentorship
Project based Learning
Project based Learning
Rolling Enrollment • Flexible Start Dates
Rolling Enrollment • Flexible Start Dates
Program Duration
6 months
Mentorship
from industry professionals
Course Language
English
Format
Online 1-on-1
Live Mentorship
Credential
Professional Certificate
Program Overview
Program Overview
Designed for professionals ready to advance their careers, this program covers essential skills in Python, SQL, NoSQL, Big Data, and cloud platforms including AWS, Azure, GCP, and Snowflake. Gain practical, hands-on experience through immersive labs and a capstone project that helps you build a strong portfolio. Prepare for key industry certifications to boost your credentials and open doors to high-demand roles in data engineering and analytics.
Designed for professionals ready to advance their careers, this program covers essential skills in Python, SQL, NoSQL, Big Data, and cloud platforms including AWS, Azure, GCP, and Snowflake. Gain practical, hands-on experience through immersive labs and a capstone project that helps you build a strong portfolio. Prepare for key industry certifications to boost your credentials and open doors to high-demand roles in data engineering and analytics.
Mentor-Guided
Master industry skills on your own schedule.
Combine the flexibility of online learning with the accountability of weekly 1-on-1 sessions with an expert mentor.
AT A GLANCE
Flexible Core Learning
Access our industry-aligned video modules and cloud labs 24/7. Progress through the curriculum at the speed that fits your life.
Weekly 1-on-1 Mentorship
Meet weekly with your dedicated mentor to review code, unblock challenges, and get personalized feedback on your progress.
Job-Ready Portfolio
Focus on output. Apply what you learn immediately by building realistic projects. Graduate with a GitHub portfolio that proves you can do the job
masters
Mentor-Guided
Master industry skills on your own schedule.
Combine the flexibility of online learning with the accountability of weekly 1-on-1 sessions with an expert mentor.
AT A GLANCE
Flexible Core Learning
Access our industry-aligned video modules and cloud labs 24/7. Progress through the curriculum at the speed that fits your life.
Weekly 1-on-1 Mentorship
Meet weekly with your dedicated mentor to review code, unblock challenges, and get personalized feedback on your progress.
Job-Ready Portfolio
Focus on output. Apply what you learn immediately by building realistic projects. Graduate with a GitHub portfolio that proves you can do the job
masters
Course Outline
Course Outline
Citizens/Permanent residents of Quebec
Citizens/Permanent residents of Quebec
Financial support may be available:
Financial support may be available:
Quebec financial assistance for AEC Diplomas &
Flexible Payment Plans for other programs
Quebec financial assistance for AEC Diplomas &
Flexible Payment Plans for other programs
Citizens/Permanent residents of Quebec
Citizens/Permanent residents of Quebec
Financial support may be available:
Financial support may be available:
Partner Loans & MCIT Scholarships
Flexible Payment Plans
Partner Loans & MCIT Scholarships
Flexible Payment Plans
Citizens/Permanent residents of Quebec
Financial support may be available:
Partner Loans & MCIT Scholarships
Flexible Payment Plans
Python Basics for Data Engineering
Develop the Python foundation required to build, automate, and manage modern data engineering workflows. Learn procedural and object-oriented programming, control structures, and multi-threading to efficiently handle large-scale data operations.
Concepts Learned:
Fundamentals of Python programming and syntax
Functions, variables, and control flow (loops, conditionals)
Object-Oriented Programming (OOP) principles
Data types, operators, and string manipulation
Multi-threading for performance optimization
Effective use of Jupyter Notebook for data engineering tasks
Database Management using SQL
Database Management using SQL
NoSQL Mastery with MongoDB
NoSQL Mastery with MongoDB
Big Data with Hadoop and Spark
Big Data with Hadoop and Spark
Python Basics for Data Engineering
Develop the Python foundation required to build, automate, and manage modern data engineering workflows. Learn procedural and object-oriented programming, control structures, and multi-threading to efficiently handle large-scale data operations.
Concepts Learned:
Fundamentals of Python programming and syntax
Functions, variables, and control flow (loops, conditionals)
Object-Oriented Programming (OOP) principles
Data types, operators, and string manipulation
Multi-threading for performance optimization
Effective use of Jupyter Notebook for data engineering tasks
AWS Tech Essentials
AWS Tech Essentials
Azure Fundamentals
Azure Fundamentals
Data Engineering Capstone Project
Data Engineering Capstone Project
Azure Data Engineer (DP-203)
Azure Data Engineer (DP-203)
Intructor spotlight
Intructor spotlight
Parminderjit Singh
Senior Data Architect.
Parminder Jit Singh, with over 17 years of experience, is a highly skilled professional in MS SQL Server Azure and related technologies. He specializes in MS BI (SSIS, SSAS, SSRS), SharePoint, SQL Query Analyzer, SQL Server Management Studio, and Business Intelligence Development Studio. Parminder's expertise in delivering essential IT solutions is matched by his accessible mentoring style, guiding aspiring professionals effectively.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.
Zahid Hossain
EPM & Data Analytics Delivery Lead
A fleeting Industry expert with over a decade in Business Intelligence and Analytics spent primarily in Tableau BI applications, Microsoft Power BI, OAC, PBCS, Data management, OBIEE and Essbase mostly in the big four consulting firms. An MBA and IT graduate who combines business goals with technological prowess. Dispenses his passion for knowledge & learning through teaching Business Intelligence & Data methodologies to ardent aspirants.
Parminderjit Singh
Senior Data Architect.
Parminder Jit Singh, with over 17 years of experience, is a highly skilled professional in MS SQL Server Azure and related technologies. He specializes in MS BI (SSIS, SSAS, SSRS), SharePoint, SQL Query Analyzer, SQL Server Management Studio, and Business Intelligence Development Studio. Parminder's expertise in delivering essential IT solutions is matched by his accessible mentoring style, guiding aspiring professionals effectively.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.
Zahid Hossain
EPM & Data Analytics Delivery Lead
A fleeting Industry expert with over a decade in Business Intelligence and Analytics spent primarily in Tableau BI applications, Microsoft Power BI, OAC, PBCS, Data management, OBIEE and Essbase mostly in the big four consulting firms. An MBA and IT graduate who combines business goals with technological prowess. Dispenses his passion for knowledge & learning through teaching Business Intelligence & Data methodologies to ardent aspirants.
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AEC Diploma · Accredited
What Data Science graduates earn in Montreal
What Data Science graduates earn in Montreal
Data science is one of the fastest-growing fields in Canada. MCIT graduates are already working at top companies across finance, tech, and healthcare. Here's what the market looks like:
AVG JUNIOR DATA SCIENTIST SALARY IN MONTREAL, QC
$73,122
per year
Source: Indeed
PROJECTED JOB GROWTH
+36%
Data science roles are projected to grow 36% between 2025 –2033 — one of the fastest-growing occupations across all sectors.
Source: U.S. Bureau of Labor Statistics
TOP HIRING INDUSTRIES
Finance & Banking
Healthcare & Biotech
Technology & SaaS
Retail & E-commerce
Government & Public Sector
AVG JUNIOR DATA SCIENTIST SALARY IN MONTREAL, QC
$73,122
per year
Source: Indeed
PROJECTED JOB GROWTH
+36%
Data science roles are projected to grow 36% between 2025 –2033 — one of the fastest-growing occupations across all sectors.
Source: U.S. Bureau of Labor Statistics
TOP HIRING INDUSTRIES
Finance & Banking
Healthcare & Biotech
Technology & SaaS
Retail & E-commerce
Government & Public Sector
Live Career Infosessions
Attend an online info session
Attend an online info session
Instructor Spotlight
Learn
Data Science & Business Analytics
from
Parminderjit Singh
Senior Data Architect.
Parminder Jit Singh, with over 17 years of experience, is a highly skilled professional in MS SQL Server Azure and related technologies. He specializes in MS BI (SSIS, SSAS, SSRS), SharePoint, SQL Query Analyzer, SQL Server Management Studio, and Business Intelligence Development Studio. Parminder's expertise in delivering essential IT solutions is matched by his accessible mentoring style, guiding aspiring professionals effectively.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.
Zahid Hossain
EPM & Data Analytics Delivery Lead
A fleeting Industry expert with over a decade in Business Intelligence and Analytics spent primarily in Tableau BI applications, Microsoft Power BI, OAC, PBCS, Data management, OBIEE and Essbase mostly in the big four consulting firms. An MBA and IT graduate who combines business goals with technological prowess. Dispenses his passion for knowledge & learning through teaching Business Intelligence & Data methodologies to ardent aspirants.
Parminderjit Singh
Senior Data Architect.
Parminder Jit Singh, with over 17 years of experience, is a highly skilled professional in MS SQL Server Azure and related technologies. He specializes in MS BI (SSIS, SSAS, SSRS), SharePoint, SQL Query Analyzer, SQL Server Management Studio, and Business Intelligence Development Studio. Parminder's expertise in delivering essential IT solutions is matched by his accessible mentoring style, guiding aspiring professionals effectively.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.
Zahid Hossain
EPM & Data Analytics Delivery Lead
A fleeting Industry expert with over a decade in Business Intelligence and Analytics spent primarily in Tableau BI applications, Microsoft Power BI, OAC, PBCS, Data management, OBIEE and Essbase mostly in the big four consulting firms. An MBA and IT graduate who combines business goals with technological prowess. Dispenses his passion for knowledge & learning through teaching Business Intelligence & Data methodologies to ardent aspirants.
Parminderjit Singh
Senior Data Architect.
Parminder Jit Singh, with over 17 years of experience, is a highly skilled professional in MS SQL Server Azure and related technologies. He specializes in MS BI (SSIS, SSAS, SSRS), SharePoint, SQL Query Analyzer, SQL Server Management Studio, and Business Intelligence Development Studio. Parminder's expertise in delivering essential IT solutions is matched by his accessible mentoring style, guiding aspiring professionals effectively.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.
Zahid Hossain
EPM & Data Analytics Delivery Lead
A fleeting Industry expert with over a decade in Business Intelligence and Analytics spent primarily in Tableau BI applications, Microsoft Power BI, OAC, PBCS, Data management, OBIEE and Essbase mostly in the big four consulting firms. An MBA and IT graduate who combines business goals with technological prowess. Dispenses his passion for knowledge & learning through teaching Business Intelligence & Data methodologies to ardent aspirants.
Parminderjit Singh
Senior Data Architect.
Parminder Jit Singh, with over 17 years of experience, is a highly skilled professional in MS SQL Server Azure and related technologies. He specializes in MS BI (SSIS, SSAS, SSRS), SharePoint, SQL Query Analyzer, SQL Server Management Studio, and Business Intelligence Development Studio. Parminder's expertise in delivering essential IT solutions is matched by his accessible mentoring style, guiding aspiring professionals effectively.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.
Zahid Hossain
EPM & Data Analytics Delivery Lead
A fleeting Industry expert with over a decade in Business Intelligence and Analytics spent primarily in Tableau BI applications, Microsoft Power BI, OAC, PBCS, Data management, OBIEE and Essbase mostly in the big four consulting firms. An MBA and IT graduate who combines business goals with technological prowess. Dispenses his passion for knowledge & learning through teaching Business Intelligence & Data methodologies to ardent aspirants.
Parminderjit Singh
Senior Data Architect.
Parminder Jit Singh, with over 17 years of experience, is a highly skilled professional in MS SQL Server Azure and related technologies. He specializes in MS BI (SSIS, SSAS, SSRS), SharePoint, SQL Query Analyzer, SQL Server Management Studio, and Business Intelligence Development Studio. Parminder's expertise in delivering essential IT solutions is matched by his accessible mentoring style, guiding aspiring professionals effectively.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.
Zahid Hossain
EPM & Data Analytics Delivery Lead
A fleeting Industry expert with over a decade in Business Intelligence and Analytics spent primarily in Tableau BI applications, Microsoft Power BI, OAC, PBCS, Data management, OBIEE and Essbase mostly in the big four consulting firms. An MBA and IT graduate who combines business goals with technological prowess. Dispenses his passion for knowledge & learning through teaching Business Intelligence & Data methodologies to ardent aspirants.
Student stories
Student stories
Career & Professional Development
Career & Professional Development
Comprehensive resources designed to transition you from the classroom to the workforce.
Comprehensive resources designed to transition you from the classroom to the workforce.
Networking Events
Networking Events
Financial Aid
Resume Preperation
Mentorship & Guidance:
Portfolio Preperation
Resume Preperation
Optimize your LinkedIn profile to attract recruiters and expand your professional network.
Mock Interviews
Practice real-world scenarios with mock interviews hosted by partner companies.Technical Interview Prep
Sharpen your problem-solving and technical communication skills with focused training.Behavioral Interview Coaching
Learn how to effectively communicate your experiences and ace HR-style interviews.
Attend Infosession
Resume preperation
Networking Events
Resume Preperation
interview Preperation
Portfolio
Preparation
Craft a Winning Resume & Land Your Dream Job Faster!
Your resume is your first impression on potential employers
Join our Resume Preparation Workshop to learn how to create a standout resume that highlights your skills, experience, and strengths in a way that grabs employers’ attention.
Student stories
Fast Track Your Enrollment
Fast Track Your Enrollment
Our online application takes less than 10 minutes
Our online application takes less than 10 minutes
Scholarships
Financial Aid
Financial Aid
Admission
process
Eligibility
Admission Process
Step 1: Book an Appointment with an Advisor
Step 2: Prepare Your Documents
Diploma and transcripts (High School, CEGEP, College, or University)
Birth Certificate (in English or French)
Proof of Canadian status
Current resume (Mandatory)
Two government-issued photo IDs
Step 3: Pay Application Fees$50 application + $150 registration.
Talk to an Advisor
Financial Aid
Scholarships
Scholarships
Admission process
Eligibility
Our financial partners offer loans and personalized support to local entrepreneurs and internationally trained professionals.
You can also apply with the government to get financial aid through the AFE loan program (Aide financière aux études/Student financial assistance).
➔ Attend an Info Session
➔ Meet an Advisor
➔ Submit Documents
➔ Get Scholarship
➔ Begin your Career
Attend an infosession
Scholarships
Financial Aid
Scholarships
Eligibility
Admission process
Step 1: Book an Appointment with an Advisor
Step 2: Prepare Your Documents
Diploma and transcripts (High School, CEGEP, College, or University)
Birth Certificate (in English or French)
Proof of Canadian status
Current resume (Mandatory)
Two government-issued photo IDs
Step 3: Pay Application Fees
$50 application + $150 registration.
Attend an infosession
Admission Process
Financial Aid
Scholarships
Scholarships
Admission process
Eligibility
New Immigrants
For students who arrived in Canada within the past two years.
Unemployed / Career Changers
For those laid off within the last six months and seeking a new career path.New Graduates
For recent post-secondary graduates (within the past two years).Merit-Based
For candidates with outstanding academic or professional achievements.
Attend an infosession
Scholarships
Related Programs
Related Programs
Not sure this is the right fit?
Explore programs that complement or lead into Data Science.
New to Data Science?
Start Here.
New to Data Science?
Start Here.
Breaking into data science requires more than just coding skills - it requires a strategy. Whether you are switching fields from finance or starting from scratch, our comprehensive guide breaks down exactly how to enter the industry, build a portfolio, and land your first role.
Breaking into data science requires more than just coding skills - it requires a strategy. Whether you are switching fields from finance or starting from scratch, our comprehensive guide breaks down exactly how to enter the industry, build a portfolio, and land your first role.
FAQs
Got questions or need advice?
You don't have to figure it out alone. Schedule a quick chat with our admissions team.
You don't have to figure it out alone. Schedule a quick chat with our admissions team.
FAQs
Ready to land a job
you’ll love?
At MCIT, progress shows up when you do. We're here to guide you from where you are to where you deserve to be.
Apply today and get the learning and resources you need to help you prepare for a job in tech.
Ready to land a job
you’ll love?
At MCIT, progress shows up when you do. We're here to guide you from where you are to where you deserve to be.
Apply today and get the learning and resources you need to help you prepare for a job in tech.
Montreal College of Information Technology
Montreal College of Information Technology
200-1255 Robert-Bourassa Blvd.
Montreal, Quebec H3B 3B2
+1 514 312 2383
info@montrealcollege.ca