Vivacity

Contact: Mark Nicholson
Region: England - SE - Greater London
Location: London
Email: mark@vivacitylabs.com
Sector: Consultant
Web: http://www.vivacitylabs.com
Category: Transport modelling
Closes: Monday 4th May 2020
Salary: £40-50K

Traffic Microsimulation Researcher

Job Description

 TRAFFIC MICROSIMULATION RESEARCHER

ABOUT US:
At Vivacity, our goal is to make cities smarter. Our work reduces congestion by making traffic lights more intelligent, improves safety by spotting dangerous manoeuvres on the road, and supports autonomous vehicles & city management alike through real-time data.

To do this, we create cutting-edge products using machine learning, including sensors with on-board video analytics capabilities, and city-wide control and optimisation algorithms. We are currently rolling out thousands of sensors across the UK, and are seeking a passionate traffic microsimulation expert to join our Smart Junctions team.

This is an exciting opportunity to take part in shaping the future of an energetic company dedicated to revolutionising the way our cities work while supporting the personal growth of every team member. On joining you can expect a warm welcome from a friendly team, with plenty of fun activities & a range of benefits, including fully flexible working hours and locations (even after COVID-19), free food & drinks in the office, and an annual trip away.

THE ROLE:

As a traffic microsimulation researcher in the Smart Junctions team, you will be part of a group that's developing new technologies to optimise traffic light control in cities. We are revolutionising the way that traffic is managed by leveraging our existing expertise in applied machine-learning and by giving more power to network operators.

The Smart Junctions team is cross-disciplinary and includes software developers, systems and hardware engineers, machine learning researchers and project management. As a member of the team, you'll have an excellent opportunity to learn, grow and shape the direction of our current and future products.

Your day to day tasks will include:

  • Building extremely accurate microsimulation models (SUMO) using data from our cutting-edge vision-based sensors
  • Experimenting with automation of calibration & validation from our data feeds, ultimately aiming to achieve zero-touch model generation
  • Critical assessment of AI algorithms & simulations through timeseries data analysis
  • Working closely with machine learning researchers, contributing to our software stack, and upskilling where necessary to drive value from simulation for traffic light control research
  • Collaborating with the broader team to deploy research outputs into the real world
  • An agile workflow of daily standups with fortnightly grooming, planning, and retrospective meetings

ABOUT YOU:

  • Strong understanding of traffic simulation and evidence of applying this. Experience with other relevant types of simulation would also be considered.
  • Willingness to upskill machine learning and software engineering competencies (python and C++) if needed
  • Strong communication and teamwork skills
  • Genuine interest in AI and driving cutting-edge research to real-world control systems
  • Enjoy working as part of a fast-moving, collaborative team

While not necessary, the following experience would substantially strengthen any application:

  • Experience calibrating SUMO simulation models or developing SUMO source code
  • Experience with machine learning
  • Experience relevant to traffic signal control
  • PhD or evidence of independent investigatory work
  • Software engineering experience with python or C++

For us, your attitude & approach to a novel application of microsimulation is more important than the precise depth of your experience. We are hiring more broadly across the team, and so will counterbalance your experience with hiring into other roles. As such, we would be excited to receive applications from people with a range of experiences, from just a few years with microsimulation to experts with 10+ years - and we will adjust our salary expectations accordingly.

Finally, Vivacity welcomes applications from all candidates and embraces diversity within our teams. If you are in any doubt as to whether you would be a good fit, please get in touch, or apply anyway and we will get back to you. We look forward to hearing from you!

 

How to Apply

To apply for this job please contact Mark Nicholson at mark@vivacitylabs.com

 
 
 
 

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