Period
to 22 October 2018

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

Analytics
South East > Oxfordshire
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 36 63 55
Rank change year-on-year +27 -8 +25
Permanent jobs citing Analytics 209 112 167
As % of all permanent IT jobs advertised in Oxfordshire 7.65% 4.06% 5.46%
As % of the Processes & Methodologies category 8.47% 4.51% 6.02%
Number of salaries quoted 176 74 187
Oxfordshire median annual salary £58,750 £55,000 £60,000
Median salary % change year-on-year +6.82% -8.33% +46.34%
10th Percentile £36,375 £32,500 £37,500
90th Percentile £87,500 £73,750 £70,000
South East median annual salary £52,251 £50,000 £50,000
% change year-on-year +4.50% - +11.11%

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% - -

Analytics
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Analytics in Oxfordshire

Analytics
Salary Trend in Oxfordshire

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

Salary trend for Analytics in Oxfordshire

Analytics
Salary Histogram in Oxfordshire

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

Salary histogram for Analytics in Oxfordshire

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 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 +15 85 £55,000 +4.76% 14
Abingdon 0 23 £40,000 -37.25% 3
Banbury - 12 £60,000 - 1
Witney +5 2 - -
Kidlington - 2 £63,000 -
Wallingford -6 1 £24,000 -35.14% 3
Analytics
South East

For the 6 months to 22 October 2018, IT jobs citing 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 Analytics.

1 97 (46.41%) Data Analytics
2 94 (44.98%) Java
3 89 (42.58%) SQL
4 85 (40.67%) Agile Software Development
5 74 (35.41%) Python
6 72 (34.45%) Computer Science
7 67 (32.06%) Degree
7 67 (32.06%) Machine Learning
8 63 (30.14%) Data Science
9 57 (27.27%) Amazon AWS
10 55 (26.32%) Google
11 50 (23.92%) Algorithms
12 44 (21.05%) Mathematics
13 43 (20.57%) Software Engineering
13 43 (20.57%) Test Automation
14 41 (19.62%) R
14 41 (19.62%) Data Management
15 38 (18.18%) C++
15 38 (18.18%) Big Data
15 38 (18.18%) Visualisation
16 37 (17.70%) Business Intelligence
17 32 (15.31%) PhD
17 32 (15.31%) Web Services
18 30 (14.35%) RESTful
18 30 (14.35%) Google Analytics
19 29 (13.88%) Oracle
19 29 (13.88%) Microsoft
19 29 (13.88%) Tableau
19 29 (13.88%) Continuous Improvement
19 29 (13.88%) Data Visualisation

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 19 (9.09%) Apache Spark
2 11 (5.26%) JBoss
3 10 (4.78%) Confluence
4 6 (2.87%) Apache Solr
4 6 (2.87%) Elasticsearch
5 2 (0.96%) SAS
5 2 (0.96%) Tomcat
6 1 (0.48%) Apache
6 1 (0.48%) Jetty
6 1 (0.48%) nginx
6 1 (0.48%) WebLogic
6 1 (0.48%) WildFly
Applications
1 9 (4.31%) Microsoft Excel
2 2 (0.96%) Microsoft PowerPoint
2 2 (0.96%) Spreadsheet
3 1 (0.48%) Microsoft Office
Business Applications
1 6 (2.87%) Dynamics NAV
2 1 (0.48%) Oracle 11i
2 1 (0.48%) Oracle AGIS
2 1 (0.48%) Oracle Assets
2 1 (0.48%) Oracle Cash Management
2 1 (0.48%) Oracle EBS
2 1 (0.48%) Oracle EBS R12
2 1 (0.48%) Oracle ERP
2 1 (0.48%) Oracle Financials
2 1 (0.48%) Oracle General Ledger
2 1 (0.48%) Oracle Internet Expenses
2 1 (0.48%) Oracle iProcurement
2 1 (0.48%) Oracle Payables
2 1 (0.48%) Oracle Procure-to-Pay
2 1 (0.48%) Oracle Subledger Accounting
2 1 (0.48%) SAP CO
2 1 (0.48%) SAP FI
2 1 (0.48%) SAP FI/CO
2 1 (0.48%) SAP S/4HANA
Cloud Services
1 57 (27.27%) Amazon AWS
2 30 (14.35%) Google Analytics
3 19 (9.09%) Microsoft Azure
4 15 (7.18%) SaaS
5 12 (5.74%) PaaS
6 11 (5.26%) IaaS
7 9 (4.31%) Google Cloud Platform
8 8 (3.83%) Amazon CloudWatch
8 8 (3.83%) Cloud Computing
9 7 (3.35%) AWS CloudFormation
10 5 (2.39%) Amazon EC2
10 5 (2.39%) Amazon EMR
10 5 (2.39%) Amazon S3
11 3 (1.44%) Cloudflare
12 2 (0.96%) AdWords
13 1 (0.48%) Azure Data Factory
13 1 (0.48%) GitHub
Communications & Networking
1 10 (4.78%) Ethernet
1 10 (4.78%) LAN
1 10 (4.78%) MPLS
1 10 (4.78%) VPN
1 10 (4.78%) WAN
2 6 (2.87%) Firewall
2 6 (2.87%) Internet
3 5 (2.39%) Intrusion Detection
4 2 (0.96%) BGP
4 2 (0.96%) DNS
4 2 (0.96%) HTTP
4 2 (0.96%) Skype
5 1 (0.48%) DMZ
Database & Business Intelligence
1 38 (18.18%) Big Data
2 27 (12.92%) SQL Server
3 26 (12.44%) Hadoop
4 21 (10.05%) NoSQL
5 19 (9.09%) Apache Hive
5 19 (9.09%) Data Mining
5 19 (9.09%) Spotfire
6 18 (8.61%) MySQL
7 17 (8.13%) MongoDB
8 15 (7.18%) Power BI
9 12 (5.74%) Relational Database
10 11 (5.26%) RDBMS
11 10 (4.78%) Apache Cassandra
12 9 (4.31%) PostgreSQL
13 8 (3.83%) Data Warehouse
14 7 (3.35%) Amazon DynamoDB
15 5 (2.39%) Amazon Redshift
16 4 (1.91%) SQL Server Integration Services
17 3 (1.44%) SQL Server Reporting Services
18 2 (0.96%) QlikView
Development Applications
1 25 (11.96%) Git (software)
2 20 (9.57%) Jenkins
3 13 (6.22%) JIRA
4 10 (4.78%) JUnit
4 10 (4.78%) Maven
4 10 (4.78%) Visual Studio
5 8 (3.83%) SoapUI
6 4 (1.91%) Selenium
7 2 (0.96%) Cucumber
8 1 (0.48%) Ant
8 1 (0.48%) Eclipse
8 1 (0.48%) Eclipse RCP
8 1 (0.48%) Fiddler
8 1 (0.48%) IntelliJ
8 1 (0.48%) JMeter
8 1 (0.48%) LoadRunner
8 1 (0.48%) Mockito
8 1 (0.48%) Vagrant
8 1 (0.48%) WebDriver
8 1 (0.48%) webpack
General
1 15 (7.18%) Marketing
2 13 (6.22%) Advertising
2 13 (6.22%) Publishing
2 13 (6.22%) Retail
3 9 (4.31%) Finance
4 7 (3.35%) Manufacturing
5 5 (2.39%) Pharmaceutical
6 3 (1.44%) Games
7 2 (0.96%) General Ledger
7 2 (0.96%) Spanish Language
8 1 (0.48%) Digital Economy
8 1 (0.48%) Law
8 1 (0.48%) Multimedia
8 1 (0.48%) Telecoms
Job Titles
1 58 (27.75%) Developer
2 31 (14.83%) Data Scientist
3 22 (10.53%) Analyst
4 21 (10.05%) Software Developer
5 15 (7.18%) DevOps Engineer
6 13 (6.22%) SQL Developer
7 12 (5.74%) Architect
7 12 (5.74%) Senior Developer
8 11 (5.26%) Data Architect
9 10 (4.78%) Engineering Manager
9 10 (4.78%) Network Engineering Manager
9 10 (4.78%) Network Manager
9 10 (4.78%) Python Developer
9 10 (4.78%) Senior DevOps
9 10 (4.78%) Senior DevOps Engineer
10 9 (4.31%) Senior Analyst
10 9 (4.31%) Systems Engineer
11 8 (3.83%) Java Developer
11 8 (3.83%) Senior Test Analyst
11 8 (3.83%) Test Analyst
Libraries, Frameworks & Software Standards
1 32 (15.31%) Web Services
2 30 (14.35%) RESTful
3 21 (10.05%) HTML
4 20 (9.57%) AngularJS
5 17 (8.13%) CSS
6 16 (7.66%) JSON
7 12 (5.74%) MDX
8 11 (5.26%) Apache Camel
9 10 (4.78%) Django
9 10 (4.78%) Natural Language Processing
10 9 (4.31%) SOAP
10 9 (4.31%) Spring Boot
11 8 (3.83%) .NET
11 8 (3.83%) Elastic Stack
11 8 (3.83%) Spring
12 7 (3.35%) Backbone.js
12 7 (3.35%) React
12 7 (3.35%) Ruby on Rails
12 7 (3.35%) Spring Cloud
12 7 (3.35%) TensorFlow
Miscellaneous
1 72 (34.45%) Computer Science
2 50 (23.92%) Algorithms
3 14 (6.70%) Analytical Skills
4 8 (3.83%) Mobile App
5 7 (3.35%) Data Structures
5 7 (3.35%) NHS
6 6 (2.87%) Data Centre
6 6 (2.87%) User Experience
7 5 (2.39%) Life Science
8 4 (1.91%) Self-Motivation
9 3 (1.44%) Robotics
9 3 (1.44%) Smart City
10 2 (0.96%) Credit Risk
10 2 (0.96%) Internet of Things
10 2 (0.96%) Management Information System
11 1 (0.48%) Greenfield Project
11 1 (0.48%) Public Cloud
11 1 (0.48%) Semantic Web
11 1 (0.48%) Smart Meter
11 1 (0.48%) Social Media
Operating Systems
1 24 (11.48%) Linux
2 8 (3.83%) Android
2 8 (3.83%) Windows
3 7 (3.35%) Apple iOS
3 7 (3.35%) CentOS
3 7 (3.35%) Debian
3 7 (3.35%) Red Hat Enterprise Linux
3 7 (3.35%) Unix
4 1 (0.48%) Ubuntu
Processes & Methodologies
1 97 (46.41%) Data Analytics
2 85 (40.67%) Agile Software Development
3 67 (32.06%) Machine Learning
4 63 (30.14%) Data Science
5 44 (21.05%) Mathematics
6 43 (20.57%) Software Engineering
6 43 (20.57%) Test Automation
7 41 (19.62%) Data Management
8 38 (18.18%) Visualisation
9 37 (17.70%) Business Intelligence
10 29 (13.88%) Continuous Improvement
10 29 (13.88%) Data Visualisation
11 28 (13.40%) Data Modelling
12 27 (12.92%) Time Management
13 26 (12.44%) DevOps
14 23 (11.00%) Problem-Solving
15 22 (10.53%) Continuous Integration
15 22 (10.53%) Data Integration
16 21 (10.05%) Regression Testing
17 19 (9.09%) Predictive Analysis
Programming Languages
1 94 (44.98%) Java
2 89 (42.58%) SQL
3 74 (35.41%) Python
4 41 (19.62%) R
5 38 (18.18%) C++
6 20 (9.57%) Delphi
7 18 (8.61%) JavaScript
8 14 (6.70%) Ruby
9 12 (5.74%) Data Analysis Expressions (DAX)
9 12 (5.74%) PL/SQL
9 12 (5.74%) T-SQL
10 11 (5.26%) C
10 11 (5.26%) MATLAB
11 9 (4.31%) PowerShell
12 7 (3.35%) Java 8
13 6 (2.87%) Bash Shell
14 5 (2.39%) C#
14 5 (2.39%) C-shell
15 3 (1.44%) PHP
16 2 (0.96%) Perl
Qualifications
1 67 (32.06%) Degree
2 32 (15.31%) PhD
3 10 (4.78%) Master's Degree
4 7 (3.35%) Computer Science Degree
5 3 (1.44%) TOGAF Certification
6 2 (0.96%) Microsoft Certification
7 1 (0.48%) AWS Certification
7 1 (0.48%) ISEB
7 1 (0.48%) Numerate Degree
7 1 (0.48%) OCA
7 1 (0.48%) Oracle Certification
Quality Assurance & Compliance
1 13 (6.22%) Data Quality
2 11 (5.26%) QA
3 5 (2.39%) ISO/IEC 27001
3 5 (2.39%) SLA
4 1 (0.48%) GDPR
4 1 (0.48%) PCI DSS
System Software
1 5 (2.39%) Docker
2 1 (0.48%) Active Directory
2 1 (0.48%) Apache ZooKeeper
2 1 (0.48%) VMware Infrastructure
Systems Management
1 15 (7.18%) Terraform
2 10 (4.78%) Puppet
3 9 (4.31%) Ansible
3 9 (4.31%) Opscode Chef
3 9 (4.31%) Packer
4 5 (2.39%) ZABBIX
5 3 (1.44%) Kubernetes
5 3 (1.44%) SCCM
5 3 (1.44%) SCOM
6 1 (0.48%) Docker Swarm
6 1 (0.48%) Kibana
6 1 (0.48%) logstash
6 1 (0.48%) Single Sign-On
Vendors
1 55 (26.32%) Google
2 29 (13.88%) Microsoft
2 29 (13.88%) Oracle
2 29 (13.88%) Tableau
3 13 (6.22%) Talend
4 8 (3.83%) SolarWinds
5 5 (2.39%) Cognos
6 4 (1.91%) Informatica
6 4 (1.91%) SAP
7 3 (1.44%) CommVault
7 3 (1.44%) Freshdesk
7 3 (1.44%) New Relic
7 3 (1.44%) PagerDuty
8 2 (0.96%) Alteryx
8 2 (0.96%) Facebook
9 1 (0.48%) Atlassian
9 1 (0.48%) Hortonworks
9 1 (0.48%) Hyperion
9 1 (0.48%) Mapbox
9 1 (0.48%) Twitter