Period
to 22 July 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 July 2018 with a comparison to the same period in the previous 2 years.

Analytics
South East > Oxfordshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 37 59 51
Rank change year-on-year +22 -8 +34
Permanent jobs citing Analytics 244 124 185
As % of all permanent IT jobs advertised in Oxfordshire 8.03% 4.42% 5.84%
As % of the Processes & Methodologies category 8.84% 4.92% 6.56%
Number of salaries quoted 217 85 196
Oxfordshire median annual salary £55,000 £50,000 £62,500
Median salary % change year-on-year +10.00% -20.00% +78.57%
10th Percentile £37,500 £27,700 £40,625
90th Percentile £87,500 £70,250 £70,000
South East median annual salary £50,000 £50,000 £50,000

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 2,761 2,520 2,822
As % of all permanent IT jobs advertised in Oxfordshire 90.88% 89.74% 89.11%
Number of salaries quoted 2,468 2,127 2,297
Oxfordshire median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +11.76%
10th Percentile £31,000 £27,500 £27,000
90th Percentile £71,250 £67,500 £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 July 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 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
Oxford +3 90 £50,000 +11.11% 11
Abingdon -4 21 £40,000 -31.91% 4
Witney +7 6 - - 1
Kidlington - 2 £63,000 -
Banbury +11 1 £60,000 +71.43% 2
Wallingford -8 1 £24,000 -35.14% 3
Analytics
South East

For the 6 months to 22 July 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.

1 118 (48.36%) Java
2 94 (38.52%) Data Analytics
3 90 (36.89%) Python
4 89 (36.48%) Agile Software Development
5 81 (33.20%) Degree
5 81 (33.20%) Computer Science
5 81 (33.20%) Machine Learning
6 80 (32.79%) SQL
7 68 (27.87%) Software Engineering
8 59 (24.18%) Big Data
9 54 (22.13%) PhD
10 53 (21.72%) Web Services
11 52 (21.31%) Data Science
12 51 (20.90%) Mathematics
13 49 (20.08%) Amazon AWS
14 48 (19.67%) C++
15 43 (17.62%) RESTful
16 41 (16.80%) Google
17 40 (16.39%) Data Analysis
17 40 (16.39%) JavaScript
17 40 (16.39%) Continuous Integration
18 38 (15.57%) TDD
19 37 (15.16%) Natural Language Processing
20 35 (14.34%) Algorithms
21 32 (13.11%) Test Automation
22 31 (12.70%) Apache Solr
22 31 (12.70%) Visualisation
22 31 (12.70%) Jenkins
23 28 (11.48%) Data Modelling
24 26 (10.66%) BDD

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 31 (12.70%) Apache Solr
2 25 (10.25%) Elasticsearch
3 16 (6.56%) Apache Spark
3 16 (6.56%) Confluence
4 11 (4.51%) JBoss
5 10 (4.10%) Tomcat
6 3 (1.23%) Apache
7 2 (0.82%) Apache Airflow
7 2 (0.82%) SAS
8 1 (0.41%) CMS
8 1 (0.41%) Jetty
8 1 (0.41%) nginx
8 1 (0.41%) WebLogic
8 1 (0.41%) WordPress
Applications
1 18 (7.38%) Microsoft Excel
2 4 (1.64%) Microsoft PowerPoint
3 2 (0.82%) Spreadsheet
4 1 (0.41%) Microsoft Office
Business Applications
1 6 (2.46%) Dynamics NAV
2 1 (0.41%) Oracle 11i
2 1 (0.41%) Oracle AGIS
2 1 (0.41%) Oracle Assets
2 1 (0.41%) Oracle Cash Management
2 1 (0.41%) Oracle EBS
2 1 (0.41%) Oracle EBS R12
2 1 (0.41%) Oracle ERP
2 1 (0.41%) Oracle Financials
2 1 (0.41%) Oracle General Ledger
2 1 (0.41%) Oracle Internet Expenses
2 1 (0.41%) Oracle iProcurement
2 1 (0.41%) Oracle Payables
2 1 (0.41%) Oracle Procure-to-Pay
2 1 (0.41%) Oracle Subledger Accounting
Cloud Services
1 49 (20.08%) Amazon AWS
2 25 (10.25%) Microsoft Azure
3 17 (6.97%) Google Analytics
4 8 (3.28%) AdWords
5 6 (2.46%) Amazon CloudWatch
6 5 (2.05%) SaaS
7 3 (1.23%) Cloudflare
7 3 (1.23%) Google Cloud Platform
8 2 (0.82%) Amazon EC2
8 2 (0.82%) Amazon EMR
8 2 (0.82%) Amazon S3
8 2 (0.82%) Cloud Computing
8 2 (0.82%) GitHub
8 2 (0.82%) IaaS
8 2 (0.82%) PaaS
9 1 (0.41%) Adobe Analytics
9 1 (0.41%) AWS CloudFormation
9 1 (0.41%) Google Tag Manager
9 1 (0.41%) iPaaS
Communications & Networking
1 11 (4.51%) Internet
2 5 (2.05%) HTTP
3 4 (1.64%) Firewall
4 3 (1.23%) BGP
4 3 (1.23%) DNS
5 2 (0.82%) Skype
6 1 (0.41%) DMZ
6 1 (0.41%) Intranet
6 1 (0.41%) LAN
6 1 (0.41%) WAN
6 1 (0.41%) Wi-Fi
Database & Business Intelligence
1 59 (24.18%) Big Data
2 20 (8.20%) MongoDB
3 16 (6.56%) Power BI
3 16 (6.56%) SQL Server
4 15 (6.15%) PostgreSQL
5 13 (5.33%) NoSQL
6 10 (4.10%) Apache Cassandra
6 10 (4.10%) MySQL
7 7 (2.87%) Data Warehouse
7 7 (2.87%) GIS
8 6 (2.46%) Data Lake
8 6 (2.46%) Hadoop
9 3 (1.23%) SQL Server 2008
9 3 (1.23%) SQL Server 2012
9 3 (1.23%) SQL Server 2014
9 3 (1.23%) SQL Server 2016
9 3 (1.23%) SQL Server Reporting Services
10 2 (0.82%) Amazon DynamoDB
10 2 (0.82%) Amazon Redshift
10 2 (0.82%) Oracle Database
Development Applications
1 31 (12.70%) Jenkins
2 20 (8.20%) JIRA
3 16 (6.56%) JUnit
4 14 (5.74%) SoapUI
5 13 (5.33%) Selenium
6 9 (3.69%) Fiddler
6 9 (3.69%) IntelliJ
6 9 (3.69%) JMeter
6 9 (3.69%) LoadRunner
6 9 (3.69%) WebDriver
7 5 (2.05%) Maven
8 3 (1.23%) Git (software)
9 2 (0.82%) Cucumber
10 1 (0.41%) Ant
10 1 (0.41%) Eclipse
10 1 (0.41%) Eclipse RCP
10 1 (0.41%) Mockito
10 1 (0.41%) Vagrant
10 1 (0.41%) Visual Studio
10 1 (0.41%) Visual Website Optimizer
General
1 21 (8.61%) Marketing
2 19 (7.79%) Finance
3 15 (6.15%) Advertising
4 13 (5.33%) Retail
5 9 (3.69%) Pharmaceutical
6 7 (2.87%) Games
7 3 (1.23%) Military
7 3 (1.23%) Publishing
8 2 (0.82%) Back Office
8 2 (0.82%) Law
9 1 (0.41%) Automotive
9 1 (0.41%) Digital Economy
9 1 (0.41%) General Ledger
Job Titles
1 67 (27.46%) Analyst
2 65 (26.64%) Developer
3 32 (13.11%) Senior Analyst
4 24 (9.84%) Software Developer
5 23 (9.43%) Data Analyst
6 22 (9.02%) Senior Test Analyst
6 22 (9.02%) Test Analyst
7 17 (6.97%) Lead Developer
8 15 (6.15%) Software Engineer
9 14 (5.74%) SQL Developer
10 13 (5.33%) Automation Test Analyst
10 13 (5.33%) Senior Automation Test Analyst
11 12 (4.92%) Marketing Analyst
12 11 (4.51%) Java Developer
12 11 (4.51%) Lead Software Developer
13 10 (4.10%) Digital Analyst
13 10 (4.10%) Digital Marketing Analyst
13 10 (4.10%) Project Manager
13 10 (4.10%) Python Developer
14 9 (3.69%) Research Scientist
Libraries, Frameworks & Software Standards
1 53 (21.72%) Web Services
2 43 (17.62%) RESTful
3 37 (15.16%) Natural Language Processing
4 22 (9.02%) Lucene
5 21 (8.61%) AngularJS
6 15 (6.15%) CSS
6 15 (6.15%) SOAP
7 14 (5.74%) HTML
8 12 (4.92%) JSON
8 12 (4.92%) React
8 12 (4.92%) Spring Boot
9 11 (4.51%) .NET
9 11 (4.51%) Apache Camel
10 10 (4.10%) Django
11 9 (3.69%) PostGIS
11 9 (3.69%) TensorFlow
12 8 (3.28%) Redux
12 8 (3.28%) Twitter Bootstrap
13 7 (2.87%) Angular 2
13 7 (2.87%) Ember.js
Miscellaneous
1 81 (33.20%) Computer Science
2 35 (14.34%) Algorithms
3 21 (8.61%) Analytical Skills
4 9 (3.69%) Mobile App
4 9 (3.69%) Robotics
5 8 (3.28%) NHS
5 8 (3.28%) User Experience
6 7 (2.87%) Reference Data
7 6 (2.46%) Data Structures
7 6 (2.46%) Self-Motivation
8 4 (1.64%) PMI
8 4 (1.64%) Smart City
9 3 (1.23%) Life Science
10 2 (0.82%) Animation
10 2 (0.82%) Credit Risk
10 2 (0.82%) Internet of Things
10 2 (0.82%) Social Gaming
11 1 (0.41%) Semantic Web
11 1 (0.41%) Smart Meter
11 1 (0.41%) Xbox
Operating Systems
1 22 (9.02%) Linux
2 10 (4.10%) Unix
3 9 (3.69%) Android
4 7 (2.87%) Apple iOS
5 5 (2.05%) Windows
6 4 (1.64%) Robot Operating System
7 2 (0.82%) Ubuntu
8 1 (0.41%) CentOS
8 1 (0.41%) Debian
8 1 (0.41%) Red Hat Enterprise Linux
Processes & Methodologies
1 94 (38.52%) Data Analytics
2 89 (36.48%) Agile Software Development
3 81 (33.20%) Machine Learning
4 68 (27.87%) Software Engineering
5 52 (21.31%) Data Science
6 51 (20.90%) Mathematics
7 40 (16.39%) Continuous Integration
7 40 (16.39%) Data Analysis
8 38 (15.57%) TDD
9 32 (13.11%) Test Automation
10 31 (12.70%) Visualisation
11 28 (11.48%) Data Modelling
12 26 (10.66%) BDD
13 25 (10.25%) Data Visualisation
14 24 (9.84%) Time Management
15 23 (9.43%) Integration Testing
15 23 (9.43%) Problem-Solving
15 23 (9.43%) Scrum
16 22 (9.02%) Code Coverage
16 22 (9.02%) Continuous Deployment
Programming Languages
1 118 (48.36%) Java
2 90 (36.89%) Python
3 80 (32.79%) SQL
4 48 (19.67%) C++
5 40 (16.39%) JavaScript
6 22 (9.02%) MATLAB
7 20 (8.20%) C
8 18 (7.38%) R
9 17 (6.97%) Ruby
10 13 (5.33%) Bash Shell
11 12 (4.92%) PL/SQL
12 9 (3.69%) C#
13 7 (2.87%) PowerShell
14 5 (2.05%) PHP
15 4 (1.64%) Java 8
16 3 (1.23%) C-shell
16 3 (1.23%) Perl
16 3 (1.23%) T-SQL
17 2 (0.82%) VBA
18 1 (0.41%) Scala
Qualifications
1 81 (33.20%) Degree
2 54 (22.13%) PhD
3 7 (2.87%) Computer Science Degree
4 4 (1.64%) ISEB
4 4 (1.64%) PMI Certification
5 1 (0.41%) AWS Certification
5 1 (0.41%) DBS Check
5 1 (0.41%) Numerate Degree
Quality Assurance & Compliance
1 24 (9.84%) QA
2 8 (3.28%) Data Quality
3 2 (0.82%) GCP
3 2 (0.82%) GDPR
4 1 (0.41%) PCI DSS
4 1 (0.41%) SLA
System Software
1 9 (3.69%) Apache ZooKeeper
2 5 (2.05%) Docker
3 1 (0.41%) VMware Infrastructure
Systems Management
1 5 (2.05%) Kubernetes
1 5 (2.05%) Puppet
2 4 (1.64%) Ansible
2 4 (1.64%) Opscode Chef
2 4 (1.64%) Packer
2 4 (1.64%) Terraform
3 3 (1.23%) SCCM
3 3 (1.23%) SCOM
3 3 (1.23%) ZABBIX
4 2 (0.82%) Docker Swarm
5 1 (0.41%) Kibana
5 1 (0.41%) logstash
Vendors
1 41 (16.80%) Google
2 24 (9.84%) Oracle
3 22 (9.02%) Microsoft
4 19 (7.79%) Talend
5 6 (2.46%) SolarWinds
6 4 (1.64%) Informatica
7 3 (1.23%) Cognos
7 3 (1.23%) CommVault
7 3 (1.23%) Freshdesk
7 3 (1.23%) New Relic
7 3 (1.23%) PagerDuty
7 3 (1.23%) Tableau
8 2 (0.82%) Facebook
9 1 (0.41%) Adobe
9 1 (0.41%) Alteryx
9 1 (0.41%) Hyperion
9 1 (0.41%) Motorola
9 1 (0.41%) Remedy
9 1 (0.41%) SAP
9 1 (0.41%) Twitter