Modeler

Overview

Develop econometric and ML models for traffic, pricing, and asset performance.

Key Responsibilities

• econometric modeling
• machine learning
• predictive algorithms
• pricing optimization
• traffic forecasting
• statistical analysis

Tasks

You’ll join an innovative team, who provides traffic forecasting and related services to support the management of existing assets and the development of new project opportunities in all geographies. We’re seeking a Lead Econometrics Modeler to develop Econometric and Machine Learning models for Transurban asset performance and pricing, and perform detailed data and statistical analysis to support activities within the business. -Monitor and refine models based on market feedback and evolving business needs. -Collaborate across teams, when needed, to ensure timely delivery of fit-for-purpose models and analytical tools. -Contribute to toll rate modelling and pricing optimization to enhance customer value and revenue performance. -Apply advanced analytics and machine learning to uncover trends in traffic and consumer behavior. -Lead statistical analysis of corporate and market data to inform business decisions and strategy. -Develop and maintain econometric models to support asset performance, pricing strategies, and market analysis. -Support the development of the Dynamic Tolling algorithm and dynamic pricing initiatives by building predictive algorithms and evaluating pricing impacts.

Requirements

• dynamic systems
• r
• python
• sql
• machine learning
• time series

What You Bring

We are open to considering candidates who either reside in the DMV (DC, Maryland, Virginia) area, are within a reasonable commuting distance to Tysons Corner and Alexandria, VA and/or are willing to relocate at their own expense. Candidates who reside in the DMV area will be prioritized. This position requires being onsite at our Tysons or Alexandria offices 3 days a week. -Knowledge in the principles of dynamic systems and system identification for applications to dynamic pricing. -Proficiency in programming languages, in particular R, Python and SQL. -Well-developed numerical skills and demonstrated ability to manipulate large datasets accurately. -Ability to independently research, present and convey information clearly and concisely. -Demonstrated experience in the development and application of statistical, econometric and machine learning techniques, for time series analysis and forecasting and pricing models.

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Benefits

Working at Transurban is different; it's a place where you can see the benefits of your work play out in real life, every day. We create transportation solutions-building and operating safer, smarter, and more sustainable roads-to solve pressing transport challenges. -Health and wellbeing support-access to Headspace, Ginger, wellness facilities, and more. -A range of flexible working and leave options, including the option to purchase an additional six weeks of leave each year. -A competitive salary and comprehensive benefits package including medical, dental, life, STD and LTD insurance and retirement plan. -16 weeks paid parental leave (regardless of gender or carer status). -Social activities, community give-back programs and paid volunteer days. -Learning and development opportunities to support your career interests.

About Transurban

-Focuses on creating and managing urban transportation networks. -Specializes in toll roads, including bridges and tunnels that form part of the backbone of cities. -Operates across key urban markets in Australia and North America, with major assets in Melbourne, Sydney, and the United States. -Typical projects include road expansions, new toll roads, and the integration of technology to improve traffic management. -Assets are vital for reducing congestion and improving the flow of traffic in growing urban areas. -Known for innovative financing and infrastructure management in the transportation sector. -Strategic partnerships, including public-private collaborations, enhance project delivery and sustainability. -Notable projects include CityLink and WestConnex in Australia, pivotal to the region's transport infrastructure.

Sector Specialisms