Period
to 20 July 2018

The table below looks at the prevalence of the term Smart City in permanent job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Smart City over the 6 months to 20 July 2018 with a comparison to the same period over the previous 2 years.

Smart Cities
East of England > Cambridgeshire
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 180 145 192
Rank change year-on-year -35 +47 +7
Permanent jobs citing Smart City 26 57 3
As % of all permanent IT jobs advertised in Cambridgeshire 0.64% 1.52% 0.075%
As % of the Miscellaneous category 1.21% 2.99% 0.16%
Number of salaries quoted 26 57 0
Cambridgeshire median annual salary £72,500 £70,000 -
Median salary % change year-on-year +3.57% - -
East of England median annual salary £72,500 £70,000 -
% change year-on-year +3.57% - -

Smart City is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for generic IT skills.

All Generic IT Skills
Cambridgeshire
Permanent vacancies with a requirement for generic IT skills 2,145 1,904 1,828
As % of all permanent IT jobs advertised in Cambridgeshire 52.51% 50.90% 45.57%
Number of salaries quoted 1,322 1,457 1,440
Cambridgeshire median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £26,250 £26,250
90th Percentile £70,000 £70,000 £66,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +9.09%

Smart City
Job Vacancy Trend in Cambridgeshire

Job postings citing Smart City as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Smart City in Cambridgeshire

Smart City
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Smart City in Cambridgeshire.

Salary trend for Smart City in Cambridgeshire

Smart City
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Smart City in Cambridgeshire over the 6 months to 20 July 2018.

Salary histogram for Smart City in Cambridgeshire

Smart City
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Smart City within the Cambridgeshire region over the 6 months to 20 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -33 25 £72,500 +3.57% 2
Smart City
East of England

For the 6 months to 20 July 2018, IT jobs citing Smart City also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridgeshire region with a requirement for Smart City.

1 26 (100.00%) Python
1 26 (100.00%) C
1 26 (100.00%) Algorithms
2 25 (96.15%) Distributed Algorithms
2 25 (96.15%) Reinforcement Learning
2 25 (96.15%) C#
2 25 (96.15%) C++
2 25 (96.15%) Java
2 25 (96.15%) Games
2 25 (96.15%) PhD
2 25 (96.15%) Artificial Intelligence
2 25 (96.15%) Multithreading
2 25 (96.15%) Machine Learning
3 24 (92.31%) Natural Language Processing
3 24 (92.31%) Biology
3 24 (92.31%) TensorFlow
3 24 (92.31%) Deep Learning
3 24 (92.31%) Bayesian Methods
3 24 (92.31%) Computational Linguistics
3 24 (92.31%) Computational Biology
3 24 (92.31%) Decision-Making
3 24 (92.31%) Probabilistic Modelling
4 15 (57.69%) Software Engineering
5 10 (38.46%) Robotics
6 9 (34.62%) Computer Vision
7 5 (19.23%) Robot Operating System
8 2 (7.69%) Game Theory
9 1 (3.85%) Line Management
9 1 (3.85%) Data Structures
9 1 (3.85%) Internet of Things

Smart City
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Communications & Networking
1 1 (3.85%) 802.15
1 1 (3.85%) Internet
1 1 (3.85%) ZigBee
General
1 25 (96.15%) Games
2 1 (3.85%) Finance
Job Titles
1 21 (80.77%) Machine Learning Engineer
2 15 (57.69%) Python Engineer
3 5 (19.23%) Research Engineer
4 2 (7.69%) Games Engineer
5 1 (3.85%) C Developer
5 1 (3.85%) Data Scientist
5 1 (3.85%) Developer
5 1 (3.85%) Embedded C Developer
5 1 (3.85%) Embedded Developer
5 1 (3.85%) Research Scientist
5 1 (3.85%) Senior C Developer
5 1 (3.85%) Senior Developer
5 1 (3.85%) Senior Embedded C Developer
Libraries, Frameworks & Software Standards
1 24 (92.31%) Natural Language Processing
1 24 (92.31%) TensorFlow
2 1 (3.85%) 802.1X
Miscellaneous
1 26 (100.00%) Algorithms
2 10 (38.46%) Robotics
3 1 (3.85%) Data Structures
3 1 (3.85%) Device Driver
3 1 (3.85%) Internet of Things
Operating Systems
1 5 (19.23%) Robot Operating System
2 1 (3.85%) Linux
Processes & Methodologies
1 25 (96.15%) Artificial Intelligence
1 25 (96.15%) Distributed Algorithms
1 25 (96.15%) Machine Learning
1 25 (96.15%) Multithreading
1 25 (96.15%) Reinforcement Learning
2 24 (92.31%) Bayesian Methods
2 24 (92.31%) Biology
2 24 (92.31%) Computational Biology
2 24 (92.31%) Computational Linguistics
2 24 (92.31%) Decision-Making
2 24 (92.31%) Deep Learning
2 24 (92.31%) Probabilistic Modelling
3 15 (57.69%) Software Engineering
4 9 (34.62%) Computer Vision
5 2 (7.69%) Game Theory
6 1 (3.85%) Data Science
6 1 (3.85%) Line Management
6 1 (3.85%) Matrix Organization
6 1 (3.85%) Quantitative Research
6 1 (3.85%) Smart City Simulations
Programming Languages
1 26 (100.00%) C
1 26 (100.00%) Python
2 25 (96.15%) C#
2 25 (96.15%) C++
2 25 (96.15%) Java
3 1 (3.85%) Embedded C
Qualifications
1 25 (96.15%) PhD