Period
to 22 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 22 October 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
South East > Oxfordshire
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 77 121 124
Rank change year-on-year +44 +3 +44
Permanent jobs citing Data Analytics 97 46 58
As % of all permanent IT jobs advertised in Oxfordshire 3.55% 1.67% 1.90%
As % of the Processes & Methodologies category 3.93% 1.85% 2.09%
Number of salaries quoted 79 29 53
Oxfordshire median annual salary £64,000 £62,500 £62,500
Median salary % change year-on-year +2.40% - -
10th Percentile £45,000 £31,250 £50,000
90th Percentile £79,750 £67,500 £68,000
South East median annual salary £60,000 £50,000 £55,000
% change year-on-year +20.00% -9.09% +10.00%

Data Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2,468 2,484 2,776
As % of all permanent IT jobs advertised in Oxfordshire 90.30% 89.93% 90.78%
Number of salaries quoted 2,163 2,046 2,211
Oxfordshire median annual salary £50,000 £45,000 £47,000
Median salary % change year-on-year +11.11% -4.26% +10.59%
10th Percentile £31,000 £27,500 £27,000
90th Percentile £73,500 £71,250 £67,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Analytics
Job Vacancy Trend in Oxfordshire

Job postings citing Data Analytics as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Data Analytics in Oxfordshire

Data Analytics
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in Oxfordshire.

Salary trend for Data Analytics in Oxfordshire

Data Analytics
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Data Analytics in Oxfordshire over the 6 months to 22 October 2018.

Salary histogram for Data Analytics in Oxfordshire

Data Analytics
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the Oxfordshire region over the 6 months to 22 October 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
Oxford +5 27 £56,250 +18.42% 5
Abingdon +4 16 £86,250 +35.29% 2
Kidlington - 2 £63,000 -
Banbury - 1 - - 1
Data Analytics
South East

For the 6 months to 22 October 2018, IT jobs citing Data Analytics 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 Oxfordshire region with a requirement for Data Analytics.

1 97 (100.00%) Analytics
2 65 (67.01%) Java
3 58 (59.79%) Agile Software Development
4 54 (55.67%) SQL
5 51 (52.58%) Degree
6 48 (49.48%) Amazon AWS
7 40 (41.24%) Test Automation
8 39 (40.21%) Computer Science
8 39 (40.21%) Python
9 33 (34.02%) Data Management
10 30 (30.93%) Algorithms
11 28 (28.87%) Google
12 27 (27.84%) Mathematics
13 26 (26.80%) C++
13 26 (26.80%) Data Science
14 25 (25.77%) Web Services
15 24 (24.74%) Machine Learning
16 23 (23.71%) Hadoop
16 23 (23.71%) RESTful
17 22 (22.68%) Git (software)
17 22 (22.68%) DevOps
18 21 (21.65%) Visualisation
18 21 (21.65%) R
18 21 (21.65%) Tableau
18 21 (21.65%) Linux
18 21 (21.65%) Software Engineering
19 20 (20.62%) Regression Testing
19 20 (20.62%) Delphi
19 20 (20.62%) Data Visualisation
19 20 (20.62%) Jenkins

Data Analytics
Co-occurring IT Skills in Oxfordshire 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 12 (12.37%) Apache Spark
2 9 (9.28%) Confluence
3 8 (8.25%) JBoss
4 2 (2.06%) Tomcat
5 1 (1.03%) Apache
5 1 (1.03%) Apache Solr
5 1 (1.03%) Elasticsearch
5 1 (1.03%) Jetty
5 1 (1.03%) nginx
5 1 (1.03%) WebLogic
5 1 (1.03%) WildFly
Business Applications
1 1 (1.03%) Oracle 11i
1 1 (1.03%) Oracle AGIS
1 1 (1.03%) Oracle Assets
1 1 (1.03%) Oracle Cash Management
1 1 (1.03%) Oracle EBS
1 1 (1.03%) Oracle EBS R12
1 1 (1.03%) Oracle Financials
1 1 (1.03%) Oracle General Ledger
1 1 (1.03%) Oracle Internet Expenses
1 1 (1.03%) Oracle iProcurement
1 1 (1.03%) Oracle Payables
1 1 (1.03%) Oracle Procure-to-Pay
1 1 (1.03%) Oracle Subledger Accounting
Cloud Services
1 48 (49.48%) Amazon AWS
2 20 (20.62%) Google Analytics
3 17 (17.53%) Microsoft Azure
4 8 (8.25%) Amazon CloudWatch
4 8 (8.25%) Cloud Computing
4 8 (8.25%) Google Cloud Platform
5 7 (7.22%) AWS CloudFormation
6 3 (3.09%) Cloudflare
7 1 (1.03%) Azure Data Factory
7 1 (1.03%) GitHub
7 1 (1.03%) SaaS
Communications & Networking
1 6 (6.19%) Firewall
1 6 (6.19%) Internet
2 5 (5.15%) Ethernet
2 5 (5.15%) LAN
2 5 (5.15%) MPLS
2 5 (5.15%) VPN
2 5 (5.15%) WAN
3 2 (2.06%) BGP
3 2 (2.06%) DNS
3 2 (2.06%) HTTP
3 2 (2.06%) Skype
4 1 (1.03%) DMZ
Database & Business Intelligence
1 23 (23.71%) Hadoop
2 19 (19.59%) Apache Hive
2 19 (19.59%) Spotfire
3 18 (18.56%) Data Mining
4 15 (15.46%) MongoDB
5 14 (14.43%) Big Data
6 10 (10.31%) Apache Cassandra
6 10 (10.31%) SQL Server
7 8 (8.25%) NoSQL
8 7 (7.22%) Amazon DynamoDB
9 3 (3.09%) Data Warehouse
9 3 (3.09%) MySQL
10 2 (2.06%) PostgreSQL
10 2 (2.06%) Power BI
10 2 (2.06%) Relational Database
10 2 (2.06%) SQL Server Integration Services
10 2 (2.06%) SQL Server Reporting Services
11 1 (1.03%) Microsoft Analysis Services
11 1 (1.03%) RDBMS
11 1 (1.03%) SQL Server 2016
Development Applications
1 22 (22.68%) Git (software)
2 20 (20.62%) Jenkins
3 12 (12.37%) JIRA
4 10 (10.31%) JUnit
4 10 (10.31%) Maven
5 8 (8.25%) SoapUI
6 4 (4.12%) Selenium
7 2 (2.06%) Cucumber
8 1 (1.03%) Ant
8 1 (1.03%) Eclipse
8 1 (1.03%) Eclipse RCP
8 1 (1.03%) Fiddler
8 1 (1.03%) IntelliJ
8 1 (1.03%) JMeter
8 1 (1.03%) LoadRunner
8 1 (1.03%) Mockito
8 1 (1.03%) Vagrant
8 1 (1.03%) WebDriver
General
1 7 (7.22%) Manufacturing
1 7 (7.22%) Retail
2 3 (3.09%) Finance
3 1 (1.03%) General Ledger
3 1 (1.03%) Publishing
3 1 (1.03%) Spanish Language
Job Titles
1 32 (32.99%) Developer
2 23 (23.71%) Data Scientist
3 14 (14.43%) DevOps Engineer
4 13 (13.40%) Software Developer
5 12 (12.37%) Analyst
6 11 (11.34%) Senior Developer
7 9 (9.28%) Senior DevOps
7 9 (9.28%) Senior DevOps Engineer
7 9 (9.28%) SQL Developer
7 9 (9.28%) Systems Engineer
8 8 (8.25%) Python Developer
8 8 (8.25%) Senior Analyst
8 8 (8.25%) Senior Test Analyst
8 8 (8.25%) Test Analyst
9 7 (7.22%) Automation Test Analyst
9 7 (7.22%) Senior Automation Test Analyst
10 6 (6.19%) DevOps Systems Engineer
10 6 (6.19%) Java Developer
10 6 (6.19%) Senior Software Developer
11 5 (5.15%) Network Manager
Libraries, Frameworks & Software Standards
1 25 (25.77%) Web Services
2 23 (23.71%) RESTful
3 16 (16.49%) AngularJS
4 10 (10.31%) CSS
4 10 (10.31%) HTML
4 10 (10.31%) JSON
5 9 (9.28%) SOAP
5 9 (9.28%) Spring Boot
6 8 (8.25%) Apache Camel
6 8 (8.25%) Django
6 8 (8.25%) Elastic Stack
6 8 (8.25%) Spring
7 7 (7.22%) Backbone.js
7 7 (7.22%) Ruby on Rails
7 7 (7.22%) Spring Cloud
8 4 (4.12%) Kafka
9 2 (2.06%) Gherkin
10 1 (1.03%) PostGIS
10 1 (1.03%) React
10 1 (1.03%) Twitter Bootstrap
Miscellaneous
1 39 (40.21%) Computer Science
2 30 (30.93%) Algorithms
3 8 (8.25%) Mobile App
4 7 (7.22%) Data Structures
4 7 (7.22%) NHS
5 6 (6.19%) Data Centre
6 5 (5.15%) Life Science
7 4 (4.12%) Self-Motivation
8 3 (3.09%) Analytical Skills
9 2 (2.06%) Internet of Things
9 2 (2.06%) User Experience
10 1 (1.03%) Greenfield Project
10 1 (1.03%) Management Information System
10 1 (1.03%) Public Cloud
Operating Systems
1 21 (21.65%) Linux
2 7 (7.22%) Android
2 7 (7.22%) Apple iOS
2 7 (7.22%) CentOS
2 7 (7.22%) Debian
2 7 (7.22%) Red Hat Enterprise Linux
2 7 (7.22%) Windows
3 6 (6.19%) Unix
4 1 (1.03%) Ubuntu
Processes & Methodologies
1 97 (100.00%) Analytics
2 58 (59.79%) Agile Software Development
3 40 (41.24%) Test Automation
4 33 (34.02%) Data Management
5 27 (27.84%) Mathematics
6 26 (26.80%) Data Science
7 24 (24.74%) Machine Learning
8 22 (22.68%) DevOps
9 21 (21.65%) Software Engineering
9 21 (21.65%) Visualisation
10 20 (20.62%) Data Visualisation
10 20 (20.62%) Regression Testing
11 19 (19.59%) Predictive Analysis
12 16 (16.49%) Continuous Improvement
12 16 (16.49%) Continuous Integration
13 15 (15.46%) Integration Testing
14 14 (14.43%) Time Management
15 13 (13.40%) Data Modelling
16 12 (12.37%) BDD
16 12 (12.37%) Problem-Solving
Programming Languages
1 65 (67.01%) Java
2 54 (55.67%) SQL
3 39 (40.21%) Python
4 26 (26.80%) C++
5 21 (21.65%) R
6 20 (20.62%) Delphi
7 13 (13.40%) Ruby
8 10 (10.31%) JavaScript
9 9 (9.28%) PowerShell
10 8 (8.25%) PL/SQL
11 7 (7.22%) Java 8
12 6 (6.19%) Bash Shell
13 5 (5.15%) C-shell
14 2 (2.06%) C
14 2 (2.06%) C#
14 2 (2.06%) Perl
15 1 (1.03%) Data Analysis Expressions (DAX)
15 1 (1.03%) Groovy
15 1 (1.03%) Scala
15 1 (1.03%) T-SQL
Qualifications
1 51 (52.58%) Degree
2 10 (10.31%) Master's Degree
3 8 (8.25%) PhD
4 2 (2.06%) Computer Science Degree
5 1 (1.03%) ISEB
5 1 (1.03%) Numerate Degree
Quality Assurance & Compliance
1 9 (9.28%) QA
2 1 (1.03%) PCI DSS
System Software
1 4 (4.12%) Docker
2 1 (1.03%) Apache ZooKeeper
2 1 (1.03%) VMware Infrastructure
Systems Management
1 15 (15.46%) Terraform
2 10 (10.31%) Puppet
3 9 (9.28%) Ansible
3 9 (9.28%) Opscode Chef
3 9 (9.28%) Packer
4 5 (5.15%) ZABBIX
5 3 (3.09%) SCCM
5 3 (3.09%) SCOM
6 2 (2.06%) Kubernetes
7 1 (1.03%) Docker Swarm
7 1 (1.03%) Kibana
7 1 (1.03%) logstash
Vendors
1 28 (28.87%) Google
2 21 (21.65%) Tableau
3 13 (13.40%) Oracle
4 10 (10.31%) Talend
5 8 (8.25%) Microsoft
5 8 (8.25%) SolarWinds
6 4 (4.12%) Informatica
7 3 (3.09%) CommVault
7 3 (3.09%) Freshdesk
7 3 (3.09%) New Relic
7 3 (3.09%) PagerDuty
8 1 (1.03%) Adobe
8 1 (1.03%) Alteryx
8 1 (1.03%) Atlassian
8 1 (1.03%) Hortonworks
8 1 (1.03%) Twitter
8 1 (1.03%) VMware