Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Abingdon with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 15 December 2017 with a comparison to the same period in the previous 2 years.

Big Data
Oxfordshire > Abingdon
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 26 50 40
Rank change year-on-year +24 -10 -7
Permanent jobs citing Big Data 34 9 7
As % of all permanent IT jobs advertised in Abingdon 9.32% 2.31% 2.29%
As % of the Database & Business Intelligence category 25.37% 12.68% 6.73%
Number of salaries quoted 19 1 7
Abingdon median annual salary £65,000 £50,000 £55,000
Median salary % change year-on-year +30.00% -9.09% +10.00%
Oxfordshire median annual salary £65,000 £55,000 £58,000
% change year-on-year +18.18% -5.17% +5.45%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Abingdon with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Abingdon
Permanent vacancies with a requirement for database or business intelligence skills 134 71 104
As % of all permanent IT jobs advertised in Abingdon 36.71% 18.25% 33.99%
Number of salaries quoted 67 42 81
Abingdon median annual salary £55,000 £40,000 £40,000
Median salary % change year-on-year +37.50% - -
10th Percentile £32,500 £30,750 £25,750
90th Percentile £70,000 £53,750 £56,250
Oxfordshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Big Data
Job Vacancy Trend in Abingdon

Job postings citing Big Data as a percentage of all IT jobs advertised in Abingdon.

Job vacancy trend for Big Data in Abingdon

Big Data
Salary Trend in Abingdon

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

Salary trend for Big Data in Abingdon

Big Data
Salary Histogram in Abingdon

The salary distribution of IT jobs citing Big Data in Abingdon over the 6 months to 15 December 2017.

Salary histogram for Big Data in Abingdon

For the 6 months to 15 December 2017, IT jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Abingdon region with a requirement for Big Data.

1 26 (76.47%) Java
2 23 (67.65%) Python
3 20 (58.82%) JavaScript
3 20 (58.82%) HTML
4 16 (47.06%) Degree
4 16 (47.06%) Analytics
5 15 (44.12%) Analytical Skills
5 15 (44.12%) Agile Software Development
6 11 (32.35%) Finance
6 11 (32.35%) Marketing
6 11 (32.35%) SQL Server
6 11 (32.35%) Data Warehouse
6 11 (32.35%) Docker
6 11 (32.35%) Tableau
6 11 (32.35%) Big Data Analytics
6 11 (32.35%) Data Analytics
6 11 (32.35%) Mentoring
7 10 (29.41%) Amazon DynamoDB
8 9 (26.47%) AngularJS
8 9 (26.47%) Elasticsearch
8 9 (26.47%) Go
8 9 (26.47%) Integration Testing
8 9 (26.47%) Mocha
8 9 (26.47%) NoSQL
8 9 (26.47%) Node.js
8 9 (26.47%) CSS
8 9 (26.47%) C#
8 9 (26.47%) React
9 8 (23.53%) C++
9 8 (23.53%) C

Big Data
Co-occurring IT Skills in Abingdon 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 9 (26.47%) Elasticsearch
2 4 (11.76%) FileNet
3 1 (2.94%) Apache Spark
Cloud Services
1 8 (23.53%) Amazon AWS
1 8 (23.53%) Microsoft Azure
2 4 (11.76%) IBM Blueworks
3 1 (2.94%) Cloud Computing
Communications & Networking
1 8 (23.53%) DNS
2 7 (20.59%) Internet
2 7 (20.59%) SMTP
3 4 (11.76%) Wireless
4 1 (2.94%) DHCP
4 1 (2.94%) FTP
4 1 (2.94%) HTTP
Database & Business Intelligence
1 11 (32.35%) Data Warehouse
1 11 (32.35%) SQL Server
2 10 (29.41%) Amazon DynamoDB
3 9 (26.47%) NoSQL
4 8 (23.53%) Hadoop
5 7 (20.59%) SQL Server 2012
5 7 (20.59%) SQL Server Analysis Services
5 7 (20.59%) SQL Server Integration Services
5 7 (20.59%) SQL Server Reporting Services
6 4 (11.76%) MySQL
7 1 (2.94%) Data Mining
7 1 (2.94%) MongoDB
7 1 (2.94%) PostgreSQL
Development Applications
1 9 (26.47%) Mocha
2 7 (20.59%) IDA Disassembler
2 7 (20.59%) OllyDbg
2 7 (20.59%) WinDbg
3 2 (5.88%) Jenkins
4 1 (2.94%) Eclipse
4 1 (2.94%) Eclipse RCP
4 1 (2.94%) Git (software)
General
1 11 (32.35%) Finance
1 11 (32.35%) Marketing
2 4 (11.76%) Back Office
2 4 (11.76%) Banking
2 4 (11.76%) Cantonese Language
2 4 (11.76%) Retail
2 4 (11.76%) Retail Banking
Job Titles
1 12 (35.29%) Developer
2 9 (26.47%) Full Stack Developer
3 7 (20.59%) Architect
3 7 (20.59%) Business Intelligence Architect
3 7 (20.59%) Data Architect
3 7 (20.59%) Data Warehouse Architect
3 7 (20.59%) IT Architect
3 7 (20.59%) Technical Architect
4 5 (14.71%) Angular Developer
4 5 (14.71%) Elasticsearch Developer
4 5 (14.71%) HTML CSS Developer
4 5 (14.71%) HTML Developer
4 5 (14.71%) JavaScript Developer
4 5 (14.71%) Node.js Developer
4 5 (14.71%) NoSQL Developer
5 4 (11.76%) Analytics Developer
6 3 (8.82%) Java Developer
7 2 (5.88%) DevOps Engineer
7 2 (5.88%) Senior DevOps
7 2 (5.88%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 20 (58.82%) HTML
2 9 (26.47%) AngularJS
2 9 (26.47%) CSS
2 9 (26.47%) Node.js
2 9 (26.47%) React
3 7 (20.59%) MDX
3 7 (20.59%) Regular Expression
4 5 (14.71%) MEAN Stack
5 4 (11.76%) Nutch
6 3 (8.82%) J2EE
6 3 (8.82%) Spring
7 1 (2.94%) Swing
7 1 (2.94%) SWT
Miscellaneous
1 15 (44.12%) Analytical Skills
2 7 (20.59%) Blog
3 4 (11.76%) AS400
4 2 (5.88%) Computer Science
5 1 (2.94%) Algorithms
5 1 (2.94%) Biotechnology
5 1 (2.94%) Life Science
Operating Systems
1 2 (5.88%) Linux
2 1 (2.94%) CentOS
2 1 (2.94%) Red Hat Enterprise Linux
2 1 (2.94%) Ubuntu
Processes & Methodologies
1 16 (47.06%) Analytics
2 15 (44.12%) Agile Software Development
3 11 (32.35%) Big Data Analytics
3 11 (32.35%) Data Analytics
3 11 (32.35%) Mentoring
4 9 (26.47%) Integration Testing
5 8 (23.53%) Migration
6 7 (20.59%) Business Intelligence
6 7 (20.59%) Computer Security
6 7 (20.59%) CRM
6 7 (20.59%) Data Migration
6 7 (20.59%) Data Modelling
6 7 (20.59%) Data Protection
6 7 (20.59%) Dimensional Modelling
6 7 (20.59%) ETL
6 7 (20.59%) Kimball Methodology
6 7 (20.59%) Project Management
6 7 (20.59%) Reverse Engineering
6 7 (20.59%) Waterfall
6 7 (20.59%) Workflow
Programming Languages
1 26 (76.47%) Java
2 23 (67.65%) Python
3 20 (58.82%) JavaScript
4 9 (26.47%) C#
4 9 (26.47%) Go
5 8 (23.53%) C
5 8 (23.53%) C++
6 7 (20.59%) Perl
6 7 (20.59%) SQL
7 1 (2.94%) Bash Shell
7 1 (2.94%) MATLAB
7 1 (2.94%) R
7 1 (2.94%) Scala
Qualifications
1 16 (47.06%) Degree
2 7 (20.59%) MBA
3 2 (5.88%) Computer Science Degree
4 1 (2.94%) AWS Certification
4 1 (2.94%) PhD
Quality Assurance & Compliance
1 7 (20.59%) Data Quality
System Software
1 11 (32.35%) Docker
Systems Management
1 4 (11.76%) Kibana
2 1 (2.94%) Ansible
2 1 (2.94%) Kubernetes
2 1 (2.94%) Opscode Chef
2 1 (2.94%) Puppet
2 1 (2.94%) Rancher
2 1 (2.94%) Salt
Vendors
1 11 (32.35%) Tableau
2 7 (20.59%) Cognos
2 7 (20.59%) Microsoft
2 7 (20.59%) Sophos
3 5 (14.71%) Oracle
4 4 (11.76%) IBM
4 4 (11.76%) Splunk