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Added 12 mins ago
M
Senior Advisor, Ridership Forecasting and Analysis
MX
ON
- Full-time
…in the 5-10 year and beyond horizon. The Senior Advisor will lead the application of forecasting models and analysis tools, interpret results, and identify the key drivers of success and…
Added 21 mins ago
WC
(CAN) Customer Service Manager
Walmart Canada
Edson, AB
- $15 CAD / hour
- Full-time
…skills in a fast paced retail environment. In this role, you lead front end operations to deliver exceptional customer service, support a positive shopping experience, and drive customer…
Added 21 mins ago
WC
(CAN) Stocking 1 Team Lead
Walmart Canada
Thompson, MB
- Full-time
Partner with Coach/People Lead to facilitate performance management and growth conversations for Associates. Supports recruiting and hiring new associates.
Added 21 mins ago
BM
Supervisor, Food & Beverage - WINTER- Full Time
Blue Mountain Resort
The Blue Mountains, ON
- Full-time
The purpose of this role is to provide lead daily operations to assist employees in working efficiently to uphold service standards, while creating exceptional guest experiences.
Added 21 mins ago
WC
(CAN) Food & Consumables Team Lead
Walmart Canada
Yellowknife, NT
- Full-time
Partner with Coach/People Lead to facilitate performance management and growth conversations for Associates. Supports recruiting and hiring new associates.
Added 21 mins ago
WC
(CAN) Customer Service Manager
Walmart Canada
Whitehorse, YT
- $15 CAD / hour
- Full-time
…skills in a fast paced retail environment. In this role, you lead front end operations to deliver exceptional customer service, support a positive shopping experience, and drive customer…
Added 21 mins ago
WB
Year-Round Assistant Store Manager: Can-Ski Hilton & Showcase Snowboards
Whistler Blackcomb
Whistler, BC
- Full-time
Lead daily operations, monitoring performance and budget including scheduling and payroll; act as manager-on-duty in the absence of a Store Manager
Added 21 mins ago
WC
(CAN) Stocking 3 Team Lead
Walmart Canada
Vegreville, AB
- Full-time
Partner with Coach/People Lead to facilitate performance management and growth conversations for Associates. Supports recruiting and hiring new associates.
Added 21 mins ago
WC
(CAN) Front End Team Lead
Walmart Canada
Saskatoon, SK
- Full-time
Partner with Coach/People Lead to facilitate performance management and growth conversations for Associates. Supports recruiting and hiring new associates.
Added 21 mins ago
WC
(CAN) Food & Consumables Team Lead
Walmart Canada
Saskatoon, SK
- Full-time
Partner with Coach/People Lead to facilitate performance management and growth conversations for Associates. Supports recruiting and hiring new associates.
Added 21 mins ago
WC
(CAN) Customer Service Manager
Walmart Canada
Steinbach, MB
- $15 CAD / hour
- Full-time
…skills in a fast paced retail environment. In this role, you lead front end operations to deliver exceptional customer service, support a positive shopping experience, and drive customer…
Added 21 mins ago
WC
(CAN) Day Remodel Associate (Temp)
Walmart Canada
Hamilton, ON
- Contract
Position Summary...A day remodel associate works with the Remodel Lead and Day Remodel Manager to establish standards in newly renovated departments. They complete modulars, assist…
Added 21 mins ago
WC
(CAN) Front End Checkout Team Associate
Walmart Canada
Steinbach, MB
- Full-time
Refers appropriate service and transactional items to a Customer Service Manager or Front End Team Lead.
Added 21 mins ago
WC
(CAN) Digital Fulfillment Team Lead
Walmart Canada
Saskatoon, SK
- Full-time
Partner with Coach/People Lead to facilitate performance management and growth conversations for Associates. Supports recruiting and hiring new associates.
Added 21 mins ago
WC
(CAN) Health and Beauty Team Lead
Walmart Canada
Saskatoon, SK
- Full-time
Added 21 mins ago
WC
(CAN) Stocking 2 Team Lead
Walmart Canada
Saskatoon, SK
- Full-time
Ensure strong communication with associates and management with the planning meeting, lead the daily Team Huddle at the start of each shift, and provide the team with updates, set goals,…
Added 21 mins ago
WC
(CAN) General Merchandise Team Lead
Walmart Canada
London, ON
- Full-time
Review completed schedules with People Lead. 6. Assign Associates to support with coverage and availability tasks in all areas of the store.
Added 21 mins ago
WC
Overnight Assistant Manager
Walmart Canada
Fort McMurray, AB
- Full-time
Position Summary...To support the Store Manager and manage store operations according to Company guidelines and lead Associates to ensure friendly, helpful service and drive profitable…
Added 21 mins ago
WC
(CAN) Digital Fulfillment Team Lead
Walmart Canada
Saskatoon, SK
- Full-time
Partner with Coach/People Lead to facilitate performance management and growth conversations for Associates. Supports recruiting and hiring new associates.
Added 21 mins ago
WC
(CAN) Leader d’équipe, marchandise générale
Walmart Canada
Shawinigan, QC
- Full-time
Review completed schedules with People Lead. 6. Assign Associates to support with coverage and availability tasks in all areas of the store.
Added 21 mins ago
WC
(CAN) Day Remodel Associate (Temp)
Walmart Canada
Hamilton, ON
- Contract
Position Summary...A day remodel associate works with the Remodel Lead and Day Remodel Manager to establish standards in newly renovated departments. They complete modulars, assist…
Added 21 mins ago
WC
(CAN) Food & Consumables Team Lead
Walmart Canada
Saskatoon, SK
- Full-time
Partner with Coach/People Lead to facilitate performance management and growth conversations for Associates. Supports recruiting and hiring new associates.
Added 21 mins ago
WC
(CAN) General Merchandise Team Lead
Walmart Canada
Coquitlam, BC
- Full-time
Review completed schedules with People Lead. 6. Assign Associates to support with coverage and availability tasks in all areas of the store.
Added 21 mins ago
WC
(CAN) Associé de nuit, rénovation
Walmart Canada
Montreal, QC
- Contract
Build new counters using kit sheets provided by the Warehouse Associates as per the print provided by the Lead Specialist.
Added 21 mins ago
WC
(CAN) Associé, équipe de l’aire des caisses
Walmart Canada
Kirkland, QC
- Full-time
Refers appropriate service and transactional items to a Customer Service Manager or Front End Team Lead.

Senior Advisor, Ridership Forecasting and Analysis

ON, Canada

Full-time

Apply on ehtc.fa.ca2.oraclecloud.com About employer

Applications open in a new tab.

Job details

Job type: Full-time
Apply by: Nov 30, 2026
Posting language: English
Posted: Nov 14, 2026

Original job description

Metrolinx is connecting communities across the Greater Golden Horseshoe. Metrolinx operates GO Transit and UP Express, as well as the PRESTO fare payment system. We are also building new and improved rapid transit, including GO Expansion, Light Rail Transit routes, and major expansions to Toronto’s subway system, to get people where they need to go, better, faster and easier. Metrolinx is an agency of the Government of Ontario.

At Metrolinx, equity, diversity and inclusion are essential to living our values of serving with passion, thinking forward and playing as a team.

Transit Strategy and Insights works with teams across Metrolinx to provide the analysis, insights and strategic advice needed to develop transit projects and support investment decisions. We use forecasting, modelling, market insights and strategic analysis to understand customer and travel needs, evaluate opportunities and options, and help projects evolve from early ideas through development and delivery. Working across Metrolinx’s transit portfolios, we turn complex data and evidence into practical insights and advice that help shape better transit investments.

The Transit Strategy and Insights team is seeking a Senior Advisor, Ridership Forecasting and Analysis to develop credible ridership, revenue, and benefit forecasts for major rail service and infrastructure investments in the 5-10 year and beyond horizon. The Senior Advisor will lead the application of forecasting models and analysis tools, interpret results, and identify the key drivers of success and risk for different investment options. This is an exciting and fast-paced role where you will be responsible for building and testing scenarios, challenging results, explaining uncertainty and turning complex model outputs into practical insights and advice for investment decisions.

What will I be doing?

Applied forecasting and scenario development

Apply network-based travel demand models, elasticity-based models, and other analytical tools to forecast ridership, revenue, benefits, and travel behaviour for proposed GO service and infrastructure investments in the five-to-ten-year and longer-term planning horizons.
Develop, code, and test scenarios that reflect future rail services, rapid transit networks, station concepts, land use and development, fares, station access conditions, and other assumptions relevant to the investment being evaluated.
Prepare model inputs and translate service plans into model-ready network coding, including routes, headways, stopping patterns, stations, transfer opportunities, and forecast years.

Forecast validation and quality assurance

Perform rigorous quality checks on model inputs and outputs, including network coding, service assumptions, station boardings and alightings, transfers, origin-destination flows, capacity, and unexpected changes between scenarios.
Validate, benchmark, and sense-check forecasts against observed ridership, fare-payment data, household travel survey data, comparable projects, historical trends, market potential, and known changes in travel behaviour.
Investigate unexpected results, identify likely causes, determine whether models, assumptions, or inputs require adjustment, and document any post-processing methods, limitations, and remaining uncertainty.
Assess uncertainty through sensitivity testing, benchmarking, comparison of methods, and forecast ranges rather than presenting a single result without context.

Investment insights and decision support

Interpret how service frequency, travel time, transfers, station access, land use, network changes, and operating assumptions influence ridership, revenue, customer outcomes, and the relative performance of investment options.
Extract and analyze station-level demand, line-level demand, origin-destination matrices, transfer volumes, capacity utilization, and changes by travel market or time period.
Translate modelling findings into clear technical documentation, concise tables, visualizations, briefing materials, and decision-ready advice for planners, project teams, and senior decision-makers.

Tools, methods, and continuous improvement

Improve forecasting tools, methods, and repeatable workflows using Excel, Python, ArcGIS, or other analytical tools, with an emphasis on reducing manual effort, strengthening quality controls, and making methods maintainable by the broader team.
Share methods, assumptions, and lessons learned with technical and non-technical partners to improve the consistent development, use, and communication of forecasts.

What Skills and Qualifications Do I Need?

Education and forecasting experience

Completion of a degree in transportation engineering, civil engineering, planning, geography, mathematics, data science, economics, or a related discipline, or an equivalent combination of education, training, and experience. A postgraduate degree is an asset but is not required.
Demonstrated progressive, hands-on experience in applied demand or market forecasting. Experience in travel demand modelling, transit ridership forecasting, or transportation network analysis for passenger rail, rapid transit, or multimodal regional networks is preferred.

Modelling and analytical capability

Practical experience with network-based travel demand modelling tools. Experience with EMME is strongly preferred, while experience with Cube, TransCAD, VISUM, or a comparable platform is also an asset.
Strong understanding of forecasting concepts, including scenario development, network coding, transit assignment, origin-destination matrices, calibration, validation, sensitivity testing, and interpretation of model outputs.
Experience assessing transit service changes, new stations, extensions, frequency changes, stopping patterns, transfers, station access, and capacity constraints is a strong asset.
Proficiency with analytical tools such as Python, R, SQL, advanced Excel, Power BI, ArcGIS, or other geographic information systems to prepare inputs, process outputs, and automate repeatable analysis.

Quality assurance and analytical judgement

Demonstrated ability to identify modelling errors or unreasonable results, trace them to their source, determine appropriate corrective action, and clearly explain any remaining limitations.
Experience using observed data to validate or benchmark forecasts, including ridership, fare-payment, household travel survey, land use, market, or comparable transportation datasets.
Ability to assess uncertainty, distinguish supported findings from assumptions, and determine the appropriate use and level of confidence for a forecast.

Communication and independent delivery

Ability to translate technical results into clear, decision-ready advice for planners, project teams, senior leaders, and non-technical partners.
Ability to independently lead complex forecasting assignments that assess infrastructure and service investment options, collaborate with technical and non-technical partners, and deliver accurate work within competing timelines.

Don’t Meet Every Requirement?

If you’re excited about working with Metrolinx but your past experience doesn’t quite align with every qualification of this posting, we encourage you to apply. You just might be the right candidate for this or other roles. We are always looking for great talent to join our team.

We invite all interested individuals to apply and encourage applications from members of equity-deserving communities, including those who identify as Indigenous, Black, racialized, women, people with disabilities, and people with diverse gender identities, expressions and sexual orientations.

Accommodation:
Metrolinx is an equal opportunity employer and committed to a diverse and inclusive workforce. We are also committed to offering reasonable accommodation to job applicants in accordance with applicable legislation. If you require assistance or an accommodation at any point during the hiring process, please contact us at: 416-202-5601 or email hr.recruitment@metrolinx.com.

Application Process:

All applicants must be legally entitled to work in Canada. Metrolinx will be using email to communicate with you for all job competitions. It is your responsibility to include an updated email address that is checked daily and accepts emails from unknown users. As we send time-sensitive correspondence, we recommend that you check your email regularly. If no response is received, we will assume you are no longer interested in pursuing the opportunity. Please be advised that a Criminal Record Check may be required of the successful candidate.

For Internal applicants, with the recent implementation of the Internal Mobility Policy, the internal recruitment process has changed for non-union roles. Candidates must be in their current role for 12 months prior to applying for another role and each applicant must be in good standing (not participating in a Performance Improvement Plan). Please review all provisions of the policy before submitting your application.

Should it be determined that any background information provided is misleading, inaccurate or incorrect, Metrolinx reserves the right to discontinue with the consideration of your application.

We thank all applicants for their interest, however, only those selected for further consideration will be contacted.

WE ARE AN EQUITABLE AND INCLUSIVE EMPLOYER.

and

Apply on ehtc.fa.ca2.oraclecloud.com About employer

More about this job

Responsibilities

The Senior Advisor will run ridership and revenue forecasts for proposed GO and rapid transit investments, code and test service scenarios, check results against real data, and explain findings and uncertainty to planners and senior decision-makers.

Requirements

Metrolinx needs a degree in transportation, planning, geography, mathematics, data science or economics, or equivalent experience, plus progressive hands-on forecasting experience. Strong network travel demand modelling skills (EMME preferred), analytical tool proficiency, and the ability to communicate results clearly are required.

Skills

EMME
Cube
TransCAD
VISUM
travel demand modelling
transit ridership forecasting
network coding
transit assignment
origin-destination matrices
model calibration and validation
scenario development
sensitivity testing
Python
R
SQL
advanced Excel
Power BI
ArcGIS
GIS
data quality assurance
uncertainty assessment
technical documentation
data visualization
stakeholder communication
elasticity modelling

Keywords

ridership forecasting
travel demand modelling
EMME
Cube
TransCAD
VISUM
transit assignment
origin-destination matrices
network coding
Python
R
SQL
Power BI
ArcGIS
Excel
transit planning
rail
rapid transit
revenue forecasting
sensitivity analysis

Seniority

Senior

Tools

EMME
Cube
TransCAD
VISUM
Python
R
SQL
Power BI
ArcGIS
Excel

Languages

English

Fields of study

transportation engineering
civil engineering
planning
geography
mathematics

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Work requirements

Jobs in Canada