Period
to 17 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 17 February 2018 with a comparison to the same period in the previous 2 years.

Analytics
Oxfordshire > Oxford
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 51 39 64
Rank change year-on-year -12 +25 -13
Permanent jobs citing Analytics 76 74 75
As % of all permanent IT jobs advertised in Oxford 4.88% 5.65% 4.59%
As % of the Processes & Methodologies category 5.34% 6.40% 5.27%
Number of salaries quoted 68 77 55
Oxford median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £30,350 £22,500
90th Percentile £70,375 £60,000 £67,500
Oxfordshire median annual salary £55,000 £50,000 £58,000
% change year-on-year +10.00% -13.79% +16.00%

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 Oxford with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxford
Permanent vacancies with a requirement for process or methodology skills 1,424 1,157 1,422
As % of all permanent IT jobs advertised in Oxford 91.40% 88.39% 86.97%
Number of salaries quoted 1,302 971 1,176
Oxford median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +4.65%
10th Percentile £30,000 £27,500 £29,000
90th Percentile £72,500 £65,000 £67,500
Oxfordshire median annual salary £47,000 £42,500 £45,000
% change year-on-year +10.59% -5.56% +5.88%

Analytics
Job Vacancy Trend in Oxford

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

Job vacancy trend for Analytics in Oxford

Analytics
Salary Trend in Oxford

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

Salary trend for Analytics in Oxford

Analytics
Salary Histogram in Oxford

The salary distribution of IT jobs citing Analytics in Oxford over the 6 months to 17 February 2018.

Salary histogram for Analytics in Oxford

For the 6 months to 17 February 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 Oxford region with a requirement for Analytics.

1 31 (40.79%) Python
2 26 (34.21%) Data Analytics
3 23 (30.26%) Java
4 19 (25.00%) SQL
5 18 (23.68%) JavaScript
6 16 (21.05%) Amazon AWS
7 15 (19.74%) HTML
7 15 (19.74%) Data Science
8 14 (18.42%) Docker
9 13 (17.11%) Big Data
9 13 (17.11%) Microsoft
10 12 (15.79%) C++
10 12 (15.79%) CSS
11 11 (14.47%) Software Engineering
11 11 (14.47%) Microsoft Azure
12 10 (13.16%) Machine Learning
12 10 (13.16%) Mentoring
12 10 (13.16%) Marketing
12 10 (13.16%) Continuous Integration
12 10 (13.16%) Agile Software Development
13 9 (11.84%) PhD
13 9 (11.84%) NoSQL
13 9 (11.84%) Node.js
13 9 (11.84%) AngularJS
14 8 (10.53%) Mobile App
14 8 (10.53%) Elasticsearch
14 8 (10.53%) Algorithms
14 8 (10.53%) Mathematics
14 8 (10.53%) Microsoft Excel
14 8 (10.53%) C#

Analytics
Co-occurring IT Skills in Oxford 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 8 (10.53%) Elasticsearch
2 3 (3.95%) MS Exchange
3 2 (2.63%) Apache Spark
4 1 (1.32%) Apache
4 1 (1.32%) GeoServer
Applications
1 8 (10.53%) Microsoft Excel
2 3 (3.95%) Microsoft Office
3 2 (2.63%) Microsoft PowerPoint
4 1 (1.32%) GNU Octave
4 1 (1.32%) Mathematica
Business Applications
1 3 (3.95%) SAP HR
2 1 (1.32%) SAP ERP
Cloud Services
1 16 (21.05%) Amazon AWS
2 11 (14.47%) Microsoft Azure
3 5 (6.58%) AdWords
3 5 (6.58%) Google Analytics
4 3 (3.95%) Azure Active Directory
4 3 (3.95%) Azure Data Factory
4 3 (3.95%) Office 365
4 3 (3.95%) PaaS
4 3 (3.95%) SaaS
4 3 (3.95%) SuccessFactors
5 2 (2.63%) Google Cloud Platform
6 1 (1.32%) Akamai
6 1 (1.32%) AWS Lambda
6 1 (1.32%) Data Lake Analytics
6 1 (1.32%) iPaaS
6 1 (1.32%) Serverless
Communications & Networking
1 3 (3.95%) HTTP
1 3 (3.95%) Internet
1 3 (3.95%) Remote Desktop
2 2 (2.63%) LAN
2 2 (2.63%) Skype
2 2 (2.63%) WAN
2 2 (2.63%) Wi-Fi
3 1 (1.32%) BGP
3 1 (1.32%) DNS
Database & Business Intelligence
1 13 (17.11%) Big Data
2 9 (11.84%) NoSQL
3 7 (9.21%) Data Lake
4 6 (7.89%) Amazon DynamoDB
4 6 (7.89%) Power BI
5 5 (6.58%) Data Mining
5 5 (6.58%) Hadoop
6 4 (5.26%) HDInsight
6 4 (5.26%) SQL Server
7 2 (2.63%) Apache Cassandra
7 2 (2.63%) Azure SQL Data Warehouse
7 2 (2.63%) Azure SQL Database
7 2 (2.63%) GIS
7 2 (2.63%) MongoDB
7 2 (2.63%) SQL Server 2012
7 2 (2.63%) SQL Server 2014
7 2 (2.63%) SQL Server Analysis Services
7 2 (2.63%) SQL Server Integration Services
7 2 (2.63%) SQL Server Reporting Services
8 1 (1.32%) PowerPivot
Development Applications
1 6 (7.89%) Mocha
2 5 (6.58%) Ant
2 5 (6.58%) JUnit
2 5 (6.58%) Maven
3 2 (2.63%) Jenkins
3 2 (2.63%) JIRA
4 1 (1.32%) Bitbucket
4 1 (1.32%) Selenium
General
1 10 (13.16%) Marketing
2 8 (10.53%) Finance
3 4 (5.26%) Advertising
3 4 (5.26%) Games
3 4 (5.26%) Law
4 3 (3.95%) Military
5 2 (2.63%) Back Office
5 2 (2.63%) Pharmaceutical
6 1 (1.32%) Banking
Job Titles
1 21 (27.63%) Developer
2 11 (14.47%) Analyst
3 9 (11.84%) Senior Developer
4 8 (10.53%) Java Developer
5 7 (9.21%) Full Stack Developer
6 6 (7.89%) Angular Developer
6 6 (7.89%) JavaScript Developer
6 6 (7.89%) Node.js Developer
6 6 (7.89%) React Developer
7 5 (6.58%) Data Analyst
7 5 (6.58%) Python Developer
7 5 (6.58%) Senior Java Developer
8 4 (5.26%) Architect
8 4 (5.26%) Machine Learning Scientist
8 4 (5.26%) Senior Python Developer
9 3 (3.95%) Active Directory Engineer
9 3 (3.95%) Active Directory Support
9 3 (3.95%) Active Directory Support Engineer
9 3 (3.95%) Computer Engineer
9 3 (3.95%) Data Scientist
Libraries, Frameworks & Software Standards
1 15 (19.74%) HTML
2 12 (15.79%) CSS
3 9 (11.84%) AngularJS
3 9 (11.84%) Node.js
4 7 (9.21%) React
4 7 (9.21%) Spring
5 6 (7.89%) REST
6 5 (6.58%) Hibernate
6 5 (6.58%) SOAP
6 5 (6.58%) Web Services
7 3 (3.95%) OpenCV
7 3 (3.95%) SAP Fiori
8 2 (2.63%) .NET
8 2 (2.63%) Natural Language Processing
9 1 (1.32%) GeoTools
9 1 (1.32%) JSON
9 1 (1.32%) JTS
9 1 (1.32%) Spring Boot
9 1 (1.32%) Spring Cloud
Miscellaneous
1 8 (10.53%) Algorithms
1 8 (10.53%) Mobile App
2 6 (7.89%) Analytical Skills
3 5 (6.58%) Computer Science
4 3 (3.95%) Hybrid Cloud
4 3 (3.95%) Management Information System
4 3 (3.95%) Tandem
5 2 (2.63%) Animation
5 2 (2.63%) CCTV
5 2 (2.63%) Digital Signage
5 2 (2.63%) Driving Licence
5 2 (2.63%) EPoS
5 2 (2.63%) Life Science
5 2 (2.63%) NHS
5 2 (2.63%) Social Gaming
5 2 (2.63%) User Experience
6 1 (1.32%) Data Structures
6 1 (1.32%) Fintech
Operating Systems
1 4 (5.26%) Linux
2 3 (3.95%) Robot Operating System
2 3 (3.95%) Windows
2 3 (3.95%) Windows Server
2 3 (3.95%) Windows Server 2012
3 2 (2.63%) Unix
Processes & Methodologies
1 26 (34.21%) Data Analytics
2 15 (19.74%) Data Science
3 11 (14.47%) Software Engineering
4 10 (13.16%) Agile Software Development
4 10 (13.16%) Continuous Integration
4 10 (13.16%) Machine Learning
4 10 (13.16%) Mentoring
5 8 (10.53%) Data Analysis
5 8 (10.53%) Mathematics
6 7 (9.21%) DevOps
7 6 (7.89%) Business Analysis
7 6 (7.89%) Information Architecture
7 6 (7.89%) Integration Testing
7 6 (7.89%) Regression Testing
7 6 (7.89%) TDD
8 5 (6.58%) Business Intelligence
8 5 (6.58%) Economics
8 5 (6.58%) Predictive Modelling
8 5 (6.58%) Statistical Analysis
9 4 (5.26%) Visualisation
Programming Languages
1 31 (40.79%) Python
2 23 (30.26%) Java
3 19 (25.00%) SQL
4 18 (23.68%) JavaScript
5 12 (15.79%) C++
6 8 (10.53%) C#
7 6 (7.89%) Go
7 6 (7.89%) R
8 4 (5.26%) C
8 4 (5.26%) MATLAB
9 3 (3.95%) Bash Shell
9 3 (3.95%) Scala
10 2 (2.63%) Perl
10 2 (2.63%) T-SQL
11 1 (1.32%) Apex Code
11 1 (1.32%) Ruby
Qualifications
1 9 (11.84%) PhD
2 4 (5.26%) Degree
3 3 (3.95%) CIPD
4 1 (1.32%) ACCA
4 1 (1.32%) CIMA
4 1 (1.32%) DBS Check
Quality Assurance & Compliance
1 3 (3.95%) Data Quality
2 1 (1.32%) GDPR
2 1 (1.32%) PMO
2 1 (1.32%) QA
System Software
1 14 (18.42%) Docker
2 3 (3.95%) Active Directory
2 3 (3.95%) XenApp
3 2 (2.63%) HDFS
Systems Management
1 2 (2.63%) Kubernetes
2 1 (1.32%) SCOM
Vendors
1 13 (17.11%) Microsoft
2 8 (10.53%) Google
3 4 (5.26%) SAP
4 3 (3.95%) Citrix
4 3 (3.95%) Screaming Frog
5 2 (2.63%) Salesforce.com
6 1 (1.32%) New Relic
6 1 (1.32%) Oracle
6 1 (1.32%) Splunk
6 1 (1.32%) Tableau