Period
to 22 April 2019

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 22 April 2019 with a comparison to the same period over the previous 2 years.

Publishing
Cambridgeshire > Cambridge
6 months to
22 Apr 2019
Same period 2018 Same period 2017
Rank 128 186 145
Rank change year-on-year +58 -41 -10
Permanent jobs citing Publishing 10 11 16
As % of all permanent IT jobs advertised in Cambridge 0.55% 0.32% 0.65%
As % of the General category 1.52% 0.93% 2.09%
Number of salaries quoted 10 10 14
Cambridge median annual salary £56,250 £42,500 £55,000
Median salary % change year-on-year +32.35% -22.73% +46.67%
10th Percentile £30,125 £25,000 £27,500
90th Percentile £61,250 £76,250 £75,000
Cambridgeshire median annual salary £56,250 £42,500 £55,000
% change year-on-year +32.35% -22.73% +61.76%

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 660 1,180 766
As % of all permanent IT jobs advertised in Cambridge 36.42% 34.29% 30.90%
Number of salaries quoted 451 753 565
Cambridge median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £32,500 £31,375 £27,500
90th Percentile £90,000 £70,000 £69,500
Cambridgeshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 22 April 2019.

Salary histogram for Publishing in Cambridge

For the 6 months to 22 April 2019, 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 5 (50.00%) Python
1 5 (50.00%) Machine Learning
1 5 (50.00%) TensorFlow
2 3 (30.00%) Algorithms
2 3 (30.00%) Distributed Algorithms
2 3 (30.00%) Deep Learning
2 3 (30.00%) Natural Language Processing
2 3 (30.00%) Bayesian Methods
2 3 (30.00%) Computational Linguistics
2 3 (30.00%) Computational Biology
2 3 (30.00%) Probabilistic Modelling
2 3 (30.00%) Reinforcement Learning
2 3 (30.00%) Smart City
2 3 (30.00%) MPhil
2 3 (30.00%) Decision-Making
2 3 (30.00%) PhD
2 3 (30.00%) C
2 3 (30.00%) C#
2 3 (30.00%) C++
2 3 (30.00%) Java
2 3 (30.00%) Games
2 3 (30.00%) Agile Software Development
2 3 (30.00%) Robotics
2 3 (30.00%) Mathematics
2 3 (30.00%) Biology
2 3 (30.00%) Product Management
2 3 (30.00%) Multithreading
2 3 (30.00%) Artificial Intelligence
2 3 (30.00%) Software Engineering
3 2 (20.00%) BDD

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 2 (20.00%) Apache
1 2 (20.00%) Apache Airflow
1 2 (20.00%) Apache Spark
1 2 (20.00%) Drupal
1 2 (20.00%) Elasticsearch
1 2 (20.00%) Jupyter
Applications
1 2 (20.00%) Microsoft Office
Cloud Services
1 2 (20.00%) Amazon AWS
1 2 (20.00%) Google Cloud Platform
1 2 (20.00%) Loggly
1 2 (20.00%) Microsoft Azure
Communications & Networking
1 2 (20.00%) Firewall
1 2 (20.00%) Intranet
1 2 (20.00%) IP Telephony
Database & Business Intelligence
1 2 (20.00%) Big Data
1 2 (20.00%) BigQuery
1 2 (20.00%) Data Warehouse
1 2 (20.00%) PostgreSQL
1 2 (20.00%) Redis
Development Applications
1 2 (20.00%) Jenkins
1 2 (20.00%) PHPUnit
1 2 (20.00%) Selenium
1 2 (20.00%) Travis CI
General
1 3 (30.00%) Games
Job Titles
1 3 (30.00%) Developer
1 3 (30.00%) Developer/Software Engineer
1 3 (30.00%) Software Developer
1 3 (30.00%) Software Engineer
2 2 (20.00%) Analyst
2 2 (20.00%) IT Support
2 2 (20.00%) IT Support Analyst
2 2 (20.00%) IT Support Engineer
2 2 (20.00%) Network Analyst
2 2 (20.00%) Network Engineer
2 2 (20.00%) Network Support
2 2 (20.00%) Network Support Analyst
2 2 (20.00%) Network Support Engineer
2 2 (20.00%) Support Analyst
2 2 (20.00%) Support Engineer
2 2 (20.00%) Technical Analyst
2 2 (20.00%) Technical Engineer
2 2 (20.00%) Technical Support
2 2 (20.00%) Technical Support Analyst
2 2 (20.00%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 5 (50.00%) TensorFlow
2 3 (30.00%) Natural Language Processing
3 2 (20.00%) Apache Beam
3 2 (20.00%) Apache NiFi
3 2 (20.00%) Behat
3 2 (20.00%) Django
3 2 (20.00%) Keras
3 2 (20.00%) Lucene
3 2 (20.00%) Node.js
3 2 (20.00%) pytest
3 2 (20.00%) Ruby on Rails
3 2 (20.00%) Symfony
3 2 (20.00%) Web Services
Miscellaneous
1 3 (30.00%) Algorithms
1 3 (30.00%) Robotics
1 3 (30.00%) Smart City
2 2 (20.00%) Management Information System
Operating Systems
1 2 (20.00%) Windows
1 2 (20.00%) Windows Server
1 2 (20.00%) Windows Server 2008
1 2 (20.00%) Windows Server 2012
Processes & Methodologies
1 5 (50.00%) Machine Learning
2 3 (30.00%) Agile Software Development
2 3 (30.00%) Artificial Intelligence
2 3 (30.00%) Bayesian Methods
2 3 (30.00%) Biology
2 3 (30.00%) Computational Biology
2 3 (30.00%) Computational Linguistics
2 3 (30.00%) Decision-Making
2 3 (30.00%) Deep Learning
2 3 (30.00%) Distributed Algorithms
2 3 (30.00%) Mathematics
2 3 (30.00%) Multithreading
2 3 (30.00%) Probabilistic Modelling
2 3 (30.00%) Product Management
2 3 (30.00%) Reinforcement Learning
2 3 (30.00%) Software Engineering
3 2 (20.00%) Continuous Integration
3 2 (20.00%) ETL
3 2 (20.00%) TDD
3 2 (20.00%) Visualisation
Programming Languages
1 5 (50.00%) Python
2 3 (30.00%) C
2 3 (30.00%) C#
2 3 (30.00%) C++
2 3 (30.00%) Java
3 2 (20.00%) PHP
3 2 (20.00%) Ruby
3 2 (20.00%) SQL
Qualifications
1 3 (30.00%) MPhil
1 3 (30.00%) PhD
System Software
1 2 (20.00%) Active Directory
1 2 (20.00%) Docker
1 2 (20.00%) Hyper-V
1 2 (20.00%) VMware Infrastructure
Systems Management
1 2 (20.00%) Kubernetes
1 2 (20.00%) Terraform
Vendors
1 2 (20.00%) Google
1 2 (20.00%) HP
1 2 (20.00%) Microsoft
1 2 (20.00%) Mitel
1 2 (20.00%) New Relic
1 2 (20.00%) ProCurve
1 2 (20.00%) SaltStack
1 2 (20.00%) VMware
1 2 (20.00%) WatchGuard