Period
to 14 December 2018

The table below looks at the prevalence of the term Publishing in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited Publishing over the 6 months to 14 December 2018 with a comparison to the same period over the previous 2 years.

Publishing
Cambridgeshire > Cambridge
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 108 177 133
Rank change year-on-year +69 -44 -7
Permanent jobs citing Publishing 31 3 23
As % of all permanent IT jobs advertised in Cambridge 1.53% 0.094% 0.99%
As % of the General category 4.41% 0.27% 3.01%
Number of salaries quoted 30 1 17
Cambridge median annual salary £57,500 £70,000 £72,500
Median salary % change year-on-year -17.86% -3.45% +113.24%
10th Percentile £26,250 £67,500 £36,000
90th Percentile £61,250 £72,500 £160,000
Cambridgeshire median annual salary £57,500 £47,500 £72,500
% change year-on-year +21.05% -34.48% +113.24%

Publishing is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for common skills.

All General Skills
Cambridge
Permanent vacancies with a requirement for common skills 703 1,091 764
As % of all permanent IT jobs advertised in Cambridge 34.80% 34.14% 32.99%
Number of salaries quoted 501 774 606
Cambridge median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £30,125 £29,000 £27,500
90th Percentile £67,500 £72,500 £75,000
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Publishing
Job Vacancy Trend in Cambridge

Job postings citing Publishing as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Publishing in Cambridge

Publishing
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Publishing in Cambridge.

Salary trend for Publishing in Cambridge

Publishing
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Publishing in Cambridge over the 6 months to 14 December 2018.

Salary histogram for Publishing in Cambridge

For the 6 months to 14 December 2018, IT jobs citing Publishing 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 Cambridge region with a requirement for Publishing.

1 20 (64.52%) Machine Learning
2 17 (54.84%) Agile Software Development
3 16 (51.61%) Robotics
3 16 (51.61%) Mathematics
3 16 (51.61%) Biology
3 16 (51.61%) Multithreading
3 16 (51.61%) Natural Language Processing
3 16 (51.61%) Distributed Algorithms
3 16 (51.61%) Deep Learning
3 16 (51.61%) Bayesian Methods
3 16 (51.61%) Algorithms
3 16 (51.61%) TensorFlow
3 16 (51.61%) Computational Linguistics
3 16 (51.61%) Computational Biology
3 16 (51.61%) C
3 16 (51.61%) C#
3 16 (51.61%) C++
3 16 (51.61%) Java
3 16 (51.61%) Python
3 16 (51.61%) PhD
3 16 (51.61%) Games
3 16 (51.61%) Artificial Intelligence
3 16 (51.61%) Software Engineering
3 16 (51.61%) Reinforcement Learning
3 16 (51.61%) Probabilistic Modelling
3 16 (51.61%) Smart City
3 16 (51.61%) Decision-Making
3 16 (51.61%) MPhil
4 7 (22.58%) Mathematical Modelling
4 7 (22.58%) Windows

Publishing
Co-occurring IT Skills in Cambridge 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:

Application Platforms
1 5 (16.13%) SharePoint
Applications
1 7 (22.58%) Microsoft Office
2 5 (16.13%) MS Visio
Cloud Services
1 1 (3.23%) Amazon AWS
1 1 (3.23%) Amazon EMR
1 1 (3.23%) Amazon S3
1 1 (3.23%) Google Analytics
1 1 (3.23%) Google Tag Manager
Communications & Networking
1 7 (22.58%) Firewall
1 7 (22.58%) Intranet
1 7 (22.58%) IP Telephony
Database & Business Intelligence
1 1 (3.23%) Amazon Aurora
1 1 (3.23%) Amazon Redshift
1 1 (3.23%) Apache Hive
1 1 (3.23%) Data Warehouse
1 1 (3.23%) Hadoop
1 1 (3.23%) MySQL
1 1 (3.23%) NoSQL
1 1 (3.23%) PostgreSQL
1 1 (3.23%) Relational Database
Development Applications
1 1 (3.23%) GitLab
General
1 16 (51.61%) Games
2 1 (3.23%) Marketing
2 1 (3.23%) Pharmaceutical
2 1 (3.23%) Retail
Job Titles
1 16 (51.61%) Developer
1 16 (51.61%) Developer/Software Engineer
1 16 (51.61%) Software Developer
1 16 (51.61%) Software Engineer
2 12 (38.71%) Analyst
3 8 (25.81%) Mathematical Developer
4 7 (22.58%) IT Analyst
4 7 (22.58%) IT Engineer
4 7 (22.58%) IT Support
4 7 (22.58%) IT Support Analyst
4 7 (22.58%) IT Support Engineer
4 7 (22.58%) Mathematical Modelling Developer
4 7 (22.58%) Mathematical Modelling Engineer
4 7 (22.58%) Support Analyst
4 7 (22.58%) Support Engineer
4 7 (22.58%) Windows Engineer
4 7 (22.58%) Windows Support Analyst
4 7 (22.58%) Windows Support Engineer
5 6 (19.35%) Machine Learning Developer
5 6 (19.35%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 16 (51.61%) Natural Language Processing
1 16 (51.61%) TensorFlow
2 1 (3.23%) Apache Camel
2 1 (3.23%) HTML
2 1 (3.23%) REST
2 1 (3.23%) SOAP
2 1 (3.23%) Web Services
Miscellaneous
1 16 (51.61%) Algorithms
1 16 (51.61%) Robotics
1 16 (51.61%) Smart City
2 7 (22.58%) Management Information System
3 6 (19.35%) Analytical Skills
Operating Systems
1 7 (22.58%) Windows
1 7 (22.58%) Windows Server 2008
1 7 (22.58%) Windows Server 2012
2 5 (16.13%) Windows 10
2 5 (16.13%) Windows 7
3 2 (6.45%) Windows Server
Processes & Methodologies
1 20 (64.52%) Machine Learning
2 17 (54.84%) Agile Software Development
3 16 (51.61%) Artificial Intelligence
3 16 (51.61%) Bayesian Methods
3 16 (51.61%) Biology
3 16 (51.61%) Computational Biology
3 16 (51.61%) Computational Linguistics
3 16 (51.61%) Decision-Making
3 16 (51.61%) Deep Learning
3 16 (51.61%) Distributed Algorithms
3 16 (51.61%) Mathematics
3 16 (51.61%) Multithreading
3 16 (51.61%) Probabilistic Modelling
3 16 (51.61%) Reinforcement Learning
3 16 (51.61%) Software Engineering
4 7 (22.58%) Mathematical Modelling
4 7 (22.58%) Service Management
5 5 (16.13%) Analytical Thinking
6 2 (6.45%) Analytics
6 2 (6.45%) Computer Science
Programming Languages
1 16 (51.61%) C
1 16 (51.61%) C#
1 16 (51.61%) C++
1 16 (51.61%) Java
1 16 (51.61%) Python
2 1 (3.23%) SQL
Qualifications
1 16 (51.61%) MPhil
1 16 (51.61%) PhD
2 1 (3.23%) CISM
2 1 (3.23%) CISSP
2 1 (3.23%) Computer Science Degree
2 1 (3.23%) Degree
2 1 (3.23%) PCI QSA
Quality Assurance & Compliance
1 1 (3.23%) Cyber Essentials
1 1 (3.23%) GDPR
1 1 (3.23%) ISO/IEC 27001
1 1 (3.23%) PCI DSS
System Software
1 7 (22.58%) Active Directory
2 2 (6.45%) Hyper-V
2 2 (6.45%) VMware Infrastructure
Vendors
1 7 (22.58%) HP
1 7 (22.58%) Microsoft
1 7 (22.58%) Mitel
1 7 (22.58%) ProCurve
1 7 (22.58%) WatchGuard
2 2 (6.45%) VMware
3 1 (3.23%) Google
3 1 (3.23%) Talend