As a Data Science Student , you will contribute to our team by ... Responsibilities Gain proficiency in exploratory data analysis, perform it, and present insights.
As a Data Science Student , you will contribute to our team by ... Responsibilities Gain proficiency in exploratory data analysis, perform it, and present insights.
As a Data Science Student , you will contribute to our team by ... Responsibilities • Gain proficiency in exploratory data analysis, perform it, and present ...
As a Data Science Student , you will contribute to our team by ... Responsibilities • Gain proficiency in exploratory data analysis, perform it, and present ...
As a Data Science Student , you will contribute to our team by ... Responsibilities • Gain proficiency in exploratory data analysis, perform it, and present ...
As a Data Science Student , you will contribute to our team by ... Responsibilities • Gain proficiency in exploratory data analysis, perform it, and present ...
Data Scientist
Edmonton, AB · Remote
... Science utilizing R (purrr, tidyr, dplyr, tibble, & the tidyverse) * Strong analytical skills working with unstructured data sets * Knowledge of relational (PostgreSQL, MySQL, etc.) and non ...
Quick apply
Data Scientist
Edmonton, AB · Remote
... Science utilizing R (purrr, tidyr, dplyr, tibble, & the tidyverse) * Strong analytical skills working with unstructured data sets * Knowledge of relational (PostgreSQL, MySQL, etc.) and non ...
Data Scientist
Edmonton, AB · Remote
... Science utilizing R (purrr, tidyr, dplyr, tibble, & the tidyverse) * Strong analytical skills working with unstructured data sets * Knowledge of relational (PostgreSQL, MySQL, etc.) and non ...
Quick apply
Data Scientist
Edmonton, AB · Remote
... Science utilizing R (purrr, tidyr, dplyr, tibble, & the tidyverse) * Strong analytical skills working with unstructured data sets * Knowledge of relational (PostgreSQL, MySQL, etc.) and non ...
Senior Data Scientist
Edmonton, AB · On-site
Frame high-impact analytics and artificial intelligence mandates with partners, clarify business needs, and translate them into concrete data science solutions. * Design, develop, validate, and ...
Senior Data Scientist
Edmonton, AB · On-site
Frame high-impact analytics and artificial intelligence mandates with partners, clarify business needs, and translate them into concrete data science solutions. * Design, develop, validate, and ...
Data Analytics Specialist (REMOTE) JP973
Edmonton, AB · On-site +1
The role may have aspects of any or all the following: data analysis, data science, data modelling, statistical analysis, artificial intelligence (AI) & machine learning (ML), strategizing, advising ...
Quick apply
Data Analytics Specialist (REMOTE) JP973
Edmonton, AB · On-site +1
The role may have aspects of any or all the following: data analysis, data science, data modelling, statistical analysis, artificial intelligence (AI) & machine learning (ML), strategizing, advising ...
Document analytical findings and architectural decisions clearly, and mentor team members on data best practices. Qualifications What you bring * Master's degree in Computer Science, Data Science ...
Document analytical findings and architectural decisions clearly, and mentor team members on data best practices. Qualifications What you bring * Master's degree in Computer Science, Data Science ...
Senior Data Scientist
Edmonton, AB · Remote
... Science utilizing R (purrr, tidyr, dplyr, tibble, & the tidyverse) * Strong analytical skills working with unstructured data sets * Knowledge of relational (PostgreSQL, MySQL, etc.) and non ...
Quick apply
Senior Data Scientist
Edmonton, AB · Remote
... Science utilizing R (purrr, tidyr, dplyr, tibble, & the tidyverse) * Strong analytical skills working with unstructured data sets * Knowledge of relational (PostgreSQL, MySQL, etc.) and non ...
Senior Data Scientist
Edmonton, AB · Remote
... Science utilizing R (purrr, tidyr, dplyr, tibble, & the tidyverse) * Strong analytical skills working with unstructured data sets * Knowledge of relational (PostgreSQL, MySQL, etc.) and non ...
Quick apply
Senior Data Scientist
Edmonton, AB · Remote
... Science utilizing R (purrr, tidyr, dplyr, tibble, & the tidyverse) * Strong analytical skills working with unstructured data sets * Knowledge of relational (PostgreSQL, MySQL, etc.) and non ...
Analyst, Capital Governance & Data Management
Edmonton, AB · On-site
CA$54.92/hr
Completed diploma or degree in Data Analytics, Data Science, Computer Science, Business, Economics, Engineering, Accounting or related discipline is required. * Minimum of 7 years of directly related ...
Analyst, Capital Governance & Data Management
Edmonton, AB · On-site
CA$54.92/hr
Completed diploma or degree in Data Analytics, Data Science, Computer Science, Business, Economics, Engineering, Accounting or related discipline is required. * Minimum of 7 years of directly related ...
Bachelor's degree in data science, statistics, marketing, or a related field (Master's degree preferred). * Experience: 3+ years of experience in digital data analytics, with a proven ability to ...
Bachelor's degree in data science, statistics, marketing, or a related field (Master's degree preferred). * Experience: 3+ years of experience in digital data analytics, with a proven ability to ...
Consultant, Data & Analytics - New Grad
Edmonton, AB · On-site
CA$60K - CA$92K/yr
Your Opportunity BDO Digital is looking for a Data Analytics/ DataEngineerNew Grad to join our ... Exposure to data science, machinelearningor statistics * Some experience using Docker The expected ...
Consultant, Data & Analytics - New Grad
Edmonton, AB · On-site
CA$60K - CA$92K/yr
Your Opportunity BDO Digital is looking for a Data Analytics/ DataEngineerNew Grad to join our ... Exposure to data science, machinelearningor statistics * Some experience using Docker The expected ...
... data science with your strong ML Ops and software development skills to automate and facilitate data exploration, analytics, machine learning model development, training and deployment and will ...
... data science with your strong ML Ops and software development skills to automate and facilitate data exploration, analytics, machine learning model development, training and deployment and will ...
AI and Analytics Analyst
Edmonton, AB · On-site
Post-secondary degree or diploma in Business Analytics, Data Science, or a related discipline. * Minimum 5 years of relevant experience, strong exposure to analytics and reporting. * Advanced ...
AI and Analytics Analyst
Edmonton, AB · On-site
Post-secondary degree or diploma in Business Analytics, Data Science, or a related discipline. * Minimum 5 years of relevant experience, strong exposure to analytics and reporting. * Advanced ...
Post-secondary degree or diploma in Business Analytics, Data Science, or a related discipline. * Minimum 5 years of relevant experience, strong exposure to analytics and reporting. * Advanced ...
Post-secondary degree or diploma in Business Analytics, Data Science, or a related discipline. * Minimum 5 years of relevant experience, strong exposure to analytics and reporting. * Advanced ...
Post-secondary degree or diploma in Business Analytics, Data Science, or a related discipline. * Minimum 5 years of relevant experience, strong exposure to analytics and reporting. * Advanced ...
Post-secondary degree or diploma in Business Analytics, Data Science, or a related discipline. * Minimum 5 years of relevant experience, strong exposure to analytics and reporting. * Advanced ...
... Data Analytics to deploy on a variety of IT assignments. The successful candidate will be ... Completion of a 4-year Computer Science or Engineering degree, or a 2-year Computer Engineering ...
New
Quick apply
... Data Analytics to deploy on a variety of IT assignments. The successful candidate will be ... Completion of a 4-year Computer Science or Engineering degree, or a 2-year Computer Engineering ...
New
Key Responsibilities: AI, Machine Learning & Advanced Analytics * Design, build, train, and ... Data Science & Deep Learning: Comprehensive experience with PyTorch, TensorFlow, Scikit-Learn ...
Key Responsibilities: AI, Machine Learning & Advanced Analytics * Design, build, train, and ... Data Science & Deep Learning: Comprehensive experience with PyTorch, TensorFlow, Scikit-Learn ...
Sr. Content Designer
Edmonton, AB · On-site
Support data analytics & reporting requests related to Care Operations to generate meaningful ... Promote industry best practices in data science and data engineering, foster a collaborative ...
Sr. Content Designer
Edmonton, AB · On-site
Support data analytics & reporting requests related to Care Operations to generate meaningful ... Promote industry best practices in data science and data engineering, foster a collaborative ...
Data Science And Analytics information
What work can I do with data science?
Is 40 too late for data science?
What are data science and analytics jobs?
What are the key skills and qualifications needed to thrive as a Data Science and Analytics professional, and why are they important?
What are Data Science and Analytics?
What can I do with a data science and analytics degree?
What is the difference between Data Science And Analytics vs Data Analysis?
| Aspect | Data Science And Analytics | Data Analysis |
|---|---|---|
| Required Skills | Statistical modeling, programming, machine learning | Data cleaning, descriptive statistics, visualization |
| Work Environment | Cross-functional teams, R&D, predictive modeling | Business reporting, dashboards, ad hoc analysis |
| Tools & Technologies | Python, R, SQL, Hadoop, Spark | Excel, SQL, Tableau, Power BI |
| Industry Usage | Tech, finance, healthcare, marketing | Retail, finance, healthcare, operations |
Data Science And Analytics involves advanced techniques like machine learning and predictive modeling, often requiring programming skills. Data Analysis focuses on interpreting existing data through descriptive statistics and visualization for decision-making. Both roles are essential but differ in complexity and scope.
What are some common challenges faced by data science and analytics professionals when working with cross-functional teams?

PCL Construction rating
7.0
Based on 16 frontline employees who took The Breakroom Quiz
Job description
The future you want is within reach.
At PCL, we build the places where life happens and find camaraderie in the process. We're a community of builders committed to building better communities. That's why we're always looking ahead, and not just to the next project or what's next in our industry.
We're also looking at what's next for you and how we can help you build a career you're proud of. As a student at PCL, you will get the opportunity for challenging work assignments in a supportive work environment which promotes personal and professional growth.
We are seeking a Data Science Student for our Canadian Industrial Division district office in Edmonton, AB, that is availablefor 8 or 12 months starting in September, 2026.This position willbe under the direct supervision of the Manager, Data Science.
Remote work not available for this position.
As a Data Science Student, you will contribute to our team by:
Gain proficiency in exploratory data analysis, perform it, and present insights.
Prepare data sets for visualization and machine learning modeling.
Train machine learning systems using data annotation and benchmarking techniques.
Help your colleagues assess AI/ML model performance and propose paths for potential improvement.
Prepare data visualizations using industry-leading tools to summarize results for stakeholders.
Document your results - tell the story of the work, the successes, and the lessons-learned for posterity.
Keep an open mind, in order to utilize your unique skills and your determination when other opportunities arise.
This position has a twist. Contingent on successful early work, the team member will have a chance to build their portfolio through a capstone project. For the final two months, a portion of their time will be focused on a design-focused initiative, of value to PCL, of their choosing. You'll be supported while you:
Develop a proposal
Engage with the right people to inform your work
Build your prototype or visualization
Assess and present the results
Currently enrolled in a postsecondary program
You should be an outstanding bachelor's or mathematics student in engineering, computing, or mathematical sciences. Alternatively, you could be pursuing an MSc in a quantitative field. If your field of study differs, apply: we'd like to hear why you'll be a good fit regardless.
Analytical skills - ability to quickly analyze data to identify and visualize key insights - as evidenced by coursework, projects, or research requiring the analysis of large datasets.
Coursework in statistics. Applied statistics and probability are the focus of the position: if you can converse about regression models, and clustering approaches, you'll be fine.
Prior exposure to a statistical or scientific programming environment is helpful. If you don't have it, you'll become familiar while you're with us. We have a bias for open source tech, and work with the Python scientific stack, R, PowerBI, and various data pipeline tools.
Excellent oral and written communication skills will help. You'll work with both experts in the field and business staff, so you'll find it important to be able to communicate appropriately with both as needed.
Next Step:
Please note that candidates who have been selected to move forward to the next stage of the recruitment process will receive an email to complete a short online video interview.
PCL is an innovative, employee-owned company comprised of people who find passion in their profession and take pride in doing great work every day. Our work powers the infrastructure and utilities that are essential to daily life and our projects are the scene of vacations, careers, education and healing. We are consistently ranked among the best companies to work for because we are committed to supporting and developing our teams.
The PCL Companies celebrate diversity and are proud to be an equal opportunity employer. We are committed to creating equitable opportunities and an inclusive environment for all employees and applicants. We make employment-related decisions without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, age, disability or veteran status.
Should you require an accommodation during the application process, please contact us at careers@pcl.com with the position and location you are interested in.
Together, we can build success and a better future. Let's get started!
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