Business Data Analyst
Reads like a Data Scientist role: models and experiments.
Edmonton, Alberta, Canada
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- Pay
- Pay not listed
- Work setting
- Not stated
- Employment
Full-time · Permanent — employment source
You will go beyond reporting results. You will apply statistical rigour, investigate unexpected findings, challenge assumptions constructively, and uncover opportunities that improve the customer experience and business performance. This role is for a curious, proactive analyst who thrives in ambiguity, takes ownership of analytical initiatives, and turns insights into meaningful action to uncover opportunities and strengthen how we measure, report, and make decisions across the business. This is a full-time, permanent position working 37.5 hours per week, with the option to work hybrid from our Edmonton, Alberta office. What You’ll Do
Employment type in the employer’s listing: FullTime
From the employer’s posting
What you’ll work on
Full postingDesign and plan experiments with Product Owners, defining assumptions and limits
Analyze customer behaviour, usage patterns, and performance drivers
Lead multiple analytical initiatives and recommend next steps
Build dashboards and automated reports
Write and optimize SQL queries and notebooks for analysis
From the employer’s posting
Collaborate with Product Owners to design and plan experiments, define requirements, assumptions, and limitations
Explore and analyze experiment data to understand customer behaviour, usage patterns, and performance drivers
Lead multiple analytical initiatives, using findings to recommend clear next steps and inform priorities
Build dashboards and automated reports to improve accessibility and insight quality
Write and optimize SQL queries and notebooks to support analysis
What you’ll bring
All qualificationsCore experience
- 3+ years of experience in data analysis, product analytics, or data science
- Experience analyzing and designing A/B experiments
- Strong communication skills and ability to explain complex analysis clearly
- Ability to structure ambiguous problems into analytical plans
- Solid understanding of statistics and experiment analysis
- Proficiency in SQL, including writing efficient queries with joins, aggregations, and filtering logic
Qualification wording
3+ years of experience in data analysis, product analytics, or data science
Experience analyzing and designing A/B experiments
Strong communication skills and ability to explain complex analysis clearly
Ability to structure ambiguous problems into analytical plans
Solid understanding of statistics and experiment analysis
Proficiency in SQL, including writing efficient queries with joins, aggregations, and filtering logic
Tools in this posting
- Python
- SQL
- Excel
- Matplotlib
- pandas
Source — Tool mentions in context
- Knowledge of data mining and segmentation techniques - Familiarity with Python for data analysis and visualization (ex. pandas, Matplotlib) - Ability to manage multiple experiments and analyses simultaneously
- Conduct deep dive analyses to uncover customer behaviour trends, friction points, and growth opportunities - Use AI tools to research internal documentation and tools, support SQL and code development, and review analytical work efficiently - Build dashboards and automated reports to improve accessibility and insight quality
- Improve tracking plans, event quality, and attribution logic to ensure accurate and reliable measurement - Write and optimize SQL queries and notebooks to support analysis - Communicate data analysis results, insights, and recommendations clearly to stakeholders
- Solid understanding of statistics and experiment analysis - Proficiency in SQL, including writing efficient queries with joins, aggregations, and filtering logic - Knowledge of data mining and segmentation techniques
- Ability to manage multiple experiments and analyses simultaneously - Proficiency using Microsoft Excel (Pivot Tables, Visualizations, Formulas) - Ability to work independently and manage complex projects
About Lawdepot
Our mission is to modernize the legal document creation experience by empowering people with fast, easy-to-use, and professional solutions.
In the employer’s words · Read in context
Posting record
Report an errorMay be filledThe employer has taken this listing down, so the role may be filled. Check their website before applying.
- Status in our records
- No longer listed
- First seen by us
- Sep 22, 2026 · 32 days ago
- Recorded sightings
- 14
- Last seen by us
- Oct 21, 2026
- Employer says posted
- Sep 18, 2026
- Reposted
- once since Sep 22, 2026
These dates show when we found the listing. Check the employer’s website to confirm it is still accepting applications. We count a repost when the same title and location comes back as a new listing within 60 days of the last one coming down. Some hiring systems expire listings on a schedule, so repost rates vary by system.
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Job description
What the Role Does
Turn data into better product decisions.
As a Business Data Analyst, you will partner with Product Owners to design experiments, analyze customer behaviour, and turn complex data into clear, actionable recommendations. Your work will influence product roadmaps across key customer journeys, including conversion, engagement, and renewals.
You will go beyond reporting results. You will apply statistical rigour, investigate unexpected findings, challenge assumptions constructively, and uncover opportunities that improve the customer experience and business performance. This role is for a curious, proactive analyst who thrives in ambiguity, takes ownership of analytical initiatives, and turns insights into meaningful action to uncover opportunities and strengthen how we measure, report, and make decisions across the business.
This is a full-time, permanent position working 37.5 hours per week, with the option to work hybrid from our Edmonton, Alberta office.
What You’ll Do
Collaborate with Product Owners to design and plan experiments, define requirements, assumptions, and limitations
Explore and analyze experiment data to understand customer behaviour, usage patterns, and performance drivers
Lead multiple analytical initiatives, using findings to recommend clear next steps and inform priorities
Conduct deep dive analyses to uncover customer behaviour trends, friction points, and growth opportunities
Use AI tools to research internal documentation and tools, support SQL and code development, and review analytical work efficiently
Build dashboards and automated reports to improve accessibility and insight quality
Translate business questions into measurable metrics
Deliver data based recommendations and clearly identify actionable next steps
Improve tracking plans, event quality, and attribution logic to ensure accurate and reliable measurement
Write and optimize SQL queries and notebooks to support analysis
Communicate data analysis results, insights, and recommendations clearly to stakeholders
Collaborate with fellow analysts to review results, refine methodologies, and strengthen analytical approaches
What You Bring
Post-secondary education in Business, Economics, Mathematics, Data Science, Computer Science, or other related programs
3+ years of experience in data analysis, product analytics, or data science
Strong statistical judgment, including hypothesis testing, confidence intervals, sample size and power considerations, and the ability to distinguish meaningful findings from noise
Strong communication skills and ability to explain complex analysis clearly
Solid understanding of statistics and experiment analysis
Proficiency in SQL, including writing efficient queries with joins, aggregations, and filtering logic
Knowledge of data mining and segmentation techniques
Familiarity with Python for data analysis and visualization (ex. pandas, Matplotlib)
Ability to manage multiple experiments and analyses simultaneously
Proficiency using Microsoft Excel (Pivot Tables, Visualizations, Formulas)
Ability to work independently and manage complex projects
Strong interest in data analysis and a natural tendency to dig deeper into unexpected results
Experience using AI-enabled development environments such as Cursor, Claude Code, VS Code, or Copilot
What Sets You Apart
Experience analyzing and designing A/B experiments
Ability to structure ambiguous problems into analytical plans
Confidence challenging assumptions while maintaining strong working relationships
Proactive mindset that goes beyond answering questions to identifying new opportunities
Comfortable presenting insights to Product Owners and leadership
Why You Should Join the LawDepot Team
Excellent total compensation package
Comprehensive health and dental benefits, plus an additional Health Care Spending / Personal Spending Account
Great work life balance (37.5 hour work weeks, flexible schedules, ability to bank hours)
Three weeks paid vacation, plus bonus personal days
Continuous learning opportunities, including LinkedIn Learning subscriptions and training budgets
Company share plan
Free catered lunches for the entire office
Monthly social events for team members to enjoy (think axe throwing, rock climbing, board games, food trucks, trivia contests, and charitable activities)
Work alongside talented, driven colleagues in a culture focused on quality, reliability, innovation, and growth
Personal offices for focused work and to have your individual space (plus collaborative workspaces for when you want to meet with the team)
Free and easily accessible parking
Southgate Mall, Whyte Ave, and Calgary Trail restaurants are only minutes away
Hybrid working arrangements for that balance between getting work done at home and engaging with others in the office
Who We Are
Join one of the fastest growing companies in Canada! LawDepot is proud to be a seven-time Growth 500 ranked organization and a major player in the Global legal solutions industry. Our mission is to modernize the legal document creation experience by empowering people with fast, easy-to-use, and professional solutions. With over ten million satisfied customers worldwide, over two million monthly website visitors, and billions of dollars saved on legal fees, you will be joining a team that is truly making a difference. At LawDepot, we foster a collaborative and inclusive learning culture that values excellence. Apply today and become a part of our exciting journey!
How to Apply
Apply for this job here or submit your application through our Careers page at https://www.lawdepot.ca/career.
We thank all applicants; however, only those selected for an interview will be contacted.
#LI-DNI
Source details
Source notes
Source excerptsSelected passages from the saved posting. Check the full description for conditions and exceptions.
- Pay
No pay amount identified in the saved description.
- Location & working pattern
Edmonton, Alberta, Canada
You will go beyond reporting results. You will apply statistical rigour, investigate unexpected findings, challenge assumptions constructively, and uncover opportunities that improve the customer experience and business performance. This role is for a curious, proactive analyst who thrives in ambiguity, takes ownership of analytical initiatives, and turns insights into meaningful action to uncover opportunities and strengthen how we measure, report, and make decisions across the business. This is a full-time, permanent position working 37.5 hours per week, with the option to work hybrid from our Edmonton, Alberta office. What You’ll Do
More source context
- Southgate Mall, Whyte Ave, and Calgary Trail restaurants are only minutes away - Hybrid working arrangements for that balance between getting work done at home and engaging with others in the office Who We Are
- Work authorization
No clear work-authorization passage found. Eligibility is unconfirmed.
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