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Data Science Student
Pcl Construction
Exploratory data analysis, machine learning modeling, and data visualization in the construction industry.
20d ago
Entry-level
Internship
Edmonton, Alberta, Canada
Hybrid
Company Size
4,500 Employees
Service Specialisms
Buildings
Civil infrastructure
Industrial projects
Heavy industrial
Solar markets
Digital construction technologies
Construction management
General contracting
Sector Specialisms
Industrial
Special Projects
Buildings
Civil Infrastructure
Heavy Industrial
Building Revitalization
Commercial
Retail
Role
What you would be doing
assess results
model performance
data visualization
prototype build
data preparation
stakeholder engagement
- Assess and present the results
- Help your colleagues assess AI/ML model performance and propose paths for potential improvement.
- Build your prototype or visualization
- Document your results - tell the story of the work, the successes, and the lessons-learned for posterity.
- Engage with the right people to inform your work
- Prepare data sets for visualization and machine learning modeling.
- Prepare data visualizations using industry-leading tools to summarize results for stakeholders.
- Train machine learning systems using data annotation and benchmarking techniques.
- Develop a proposal
What you bring
analytical skills
statistics
python
enrolled
data analysis
communication
- 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.
- Currently enrolled in a postsecondary program
- Gain proficiency in exploratory data analysis, perform it, and present insights.
- 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.
- 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.
Information not given or found
Training + DevelopmentInformation not given or found
Interview process
Information not given or found
Visa SponsorshipInformation not given or found
Security clearance- candidates who move forward in the recruitment process will undergo a background check
Company
Overview
Over 100 Years
Company Legacy
PCL Construction has been a leader in the global construction industry for over a century, showcasing its long-standing expertise and innovation.
- With a strong presence in North America and beyond, PCL delivers large-scale projects spanning multiple sectors.
- The company is known for taking on complex, high-profile projects that challenge the limits of construction innovation.
- Typical projects include hospitals, airports, skyscrapers, commercial buildings, and industrial facilities.
- Their work includes projects in diverse sectors such as transportation, energy, utilities, and residential developments.
- PCL is often at the forefront of cutting-edge construction technologies and project management strategies.
- A unique aspect of PCL’s approach is its collaborative culture, fostering a team-based atmosphere where every member contributes to success.
100% Employee Ownership
Employee-Owned Firm
All employees collectively own the company, with nearly all salaried employees holding shares.
94% Employee Satisfaction
Great Place to Work
Over 94% of employees find their workplace excellent, significantly above the U.S. average.
16-Year Recognition
Top Employer Status
Recognized as one of Canada's Top 100 Employers for 16 straight years.
1,000+ Graduates
Leadership Development
Over 1,000 employees have graduated from the in-house PCL College of Construction's leadership program since 2017.
- Employees are experienced, passionate solution providers fostering camaraderie and teamwork at all levels.
- Core values include honesty, respect, and integrity.
- 95% of employees believe management is honest and ethical, and 94% take pride in their accomplishments.
- Engages in philanthropic efforts, with employees donating to food banks and participating in volunteer activities.
300+ LEED staff
Sustainability expertise
Over 300 employees have LEED credentials, showcasing the company's specialized knowledge in green building practices.
$8.7B solar projects
Renewable energy impact
Delivered 6 gigawatts of utility-scale solar projects, contributing significantly to renewable energy infrastructure.
20B gallons/day
Water sustainability
Operates facilities that treat over 20 billion gallons of water daily, enhancing water reuse and drought resilience.
6,000+ MW solar
Utility-scale energy
Constructed over 6,000 megawatts of solar projects, advancing large-scale renewable energy solutions.
- Target: net-zero emissions across Scope 1, 2 and applicable Scope 3 by 2050
- Delivered 260+ LEED-certified projects valued at nearly $21 billion
- Built 13 battery energy storage systems totaling 2.7 GWh
- Launched decarbonization plan at Edmonton Business Park with GHG emissions baseline in 2024
- Expertise in renewable energy (solar, geothermal, biomass, hydrogen, nuclear), sustainable retrofits, mass-timber projects
- Use of green materials: recycled content, regional sourcing, FSC-certified wood, low-VOC; LED temporary lighting with timers
- Quarterly sustainability reviews, audits and data monitoring via Sustainability Operating Committee
- U.S.-wide DE&I Council established in early 2020, with local committees reporting to U.S. President & COO
- Universal unconscious-bias training for all employees
- Partnerships to support women and diverse-owned businesses (e.g., STEM Blazers, City of Denver XBE Mentor-Protégé)
- Female representation: highlighted support and visibility of women in engineering roles; anecdotal growth in inclusive site culture
- Monthly DE&I programming and education noted by Forbes
- “Inclusive and welcoming culture” embedded from project sites to headquarters
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