Period
to 19 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Big Data
South East > Oxfordshire
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 59 49 57
Rank change year-on-year -10 +8 +43
Permanent jobs citing Big Data 151 142 166
As % of all permanent IT jobs advertised in Oxfordshire 4.80% 5.27% 5.16%
As % of the Database & Business Intelligence category 15.60% 16.44% 14.18%
Number of salaries quoted 128 146 129
Oxfordshire median annual salary £65,000 £55,000 £58,000
Median salary % change year-on-year +18.18% -5.17% -3.33%
10th Percentile £37,500 £34,375 £37,500
90th Percentile £87,500 £68,750 £70,000
South East median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - -

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 Oxfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Oxfordshire
Permanent vacancies with a requirement for database or business intelligence skills 968 864 1,171
As % of all permanent IT jobs advertised in Oxfordshire 30.77% 32.06% 36.38%
Number of salaries quoted 813 801 968
Oxfordshire median annual salary £45,000 £45,000 £45,000
10th Percentile £29,000 £28,000 £31,250
90th Percentile £70,650 £65,000 £67,500
South East median annual salary £45,000 £45,000 £45,000

Big Data
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Big Data in Oxfordshire

Big Data
Salary Trend in Oxfordshire

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

Salary trend for Big Data in Oxfordshire

Big Data
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Big Data in Oxfordshire over the 6 months to 19 April 2018.

Salary histogram for Big Data in Oxfordshire

Big Data
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Oxfordshire region over the 6 months to 19 April 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 +10 75 £65,000 +18.18% 7
Abingdon +5 23 £72,500 +11.54% 5
Kidlington -19 4 £68,000 +23.64%
Thame - 4 £70,000 -
Banbury +1 1 £45,000 +28.57%
Big Data
South East

For the 6 months to 19 April 2018, IT jobs citing Big Data 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 Big Data.

1 79 (52.32%) Agile Software Development
2 78 (51.66%) Java
3 73 (48.34%) Machine Learning
4 72 (47.68%) Python
5 56 (37.09%) Software Engineering
5 56 (37.09%) Amazon AWS
6 50 (33.11%) Degree
7 44 (29.14%) Computer Science
7 44 (29.14%) Analytics
8 43 (28.48%) Natural Language Processing
8 43 (28.48%) Web Services
9 42 (27.81%) C++
10 37 (24.50%) Continuous Integration
11 33 (21.85%) PhD
11 33 (21.85%) Deep Learning
12 32 (21.19%) Data Science
12 32 (21.19%) SQL
12 32 (21.19%) TDD
12 32 (21.19%) R
13 30 (19.87%) Mathematics
13 30 (19.87%) Algorithms
14 27 (17.88%) Elasticsearch
14 27 (17.88%) Problem-Solving
14 27 (17.88%) Data Analysis
15 25 (16.56%) Artificial Intelligence
15 25 (16.56%) DevOps
16 24 (15.89%) Jenkins
16 24 (15.89%) Data Modelling
17 23 (15.23%) Linux
17 23 (15.23%) MATLAB

Big Data
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 27 (17.88%) Elasticsearch
2 19 (12.58%) Apache Solr
3 11 (7.28%) Apache Spark
4 5 (3.31%) Apache
5 4 (2.65%) Jetty
5 4 (2.65%) nginx
5 4 (2.65%) Tomcat
6 1 (0.66%) ArcGIS
6 1 (0.66%) GeoServer
6 1 (0.66%) IIS
Applications
1 6 (3.97%) GNU Octave
2 1 (0.66%) Mathematica
Business Applications
1 1 (0.66%) SAP MDG
Cloud Services
1 56 (37.09%) Amazon AWS
2 20 (13.25%) Microsoft Azure
3 12 (7.95%) GitHub
4 1 (0.66%) Amazon EMR
4 1 (0.66%) AWS CloudFormation
4 1 (0.66%) Azure Data Factory
4 1 (0.66%) Google Cloud Platform
Communications & Networking
1 9 (5.96%) DNS
1 9 (5.96%) Internet
2 8 (5.30%) SMTP
3 1 (0.66%) DHCP
3 1 (0.66%) FCoE
3 1 (0.66%) Fibre Channel
3 1 (0.66%) FTP
3 1 (0.66%) HTTP
3 1 (0.66%) Intranet
3 1 (0.66%) iSCSI
3 1 (0.66%) NAS
Database & Business Intelligence
1 20 (13.25%) Hadoop
2 16 (10.60%) NoSQL
3 10 (6.62%) SQL Server
4 9 (5.96%) Apache Hive
4 9 (5.96%) Data Warehouse
5 8 (5.30%) SQL Server 2012
5 8 (5.30%) SQL Server Analysis Services
5 8 (5.30%) SQL Server Integration Services
5 8 (5.30%) SQL Server Reporting Services
6 7 (4.64%) GIS
7 6 (3.97%) Data Mining
7 6 (3.97%) MongoDB
8 5 (3.31%) Amazon DynamoDB
8 5 (3.31%) Apache Cassandra
9 4 (2.65%) HBase
10 3 (1.99%) MySQL
11 2 (1.32%) PostgreSQL
11 2 (1.32%) RDBMS
11 2 (1.32%) Relational Database
11 2 (1.32%) Spark SQL
Development Applications
1 24 (15.89%) Jenkins
2 22 (14.57%) Git (software)
3 12 (7.95%) Selenium
4 8 (5.30%) IDA Disassembler
4 8 (5.30%) OllyDbg
4 8 (5.30%) WinDbg
5 7 (4.64%) JIRA
6 6 (3.97%) Subversion
7 5 (3.31%) Hudson
8 2 (1.32%) Ant
8 2 (1.32%) Mocha
9 1 (0.66%) Atlassian Bamboo
9 1 (0.66%) Gradle
9 1 (0.66%) Visual Studio
General
1 12 (7.95%) Finance
2 9 (5.96%) Marketing
3 6 (3.97%) Publishing
4 4 (2.65%) Pharmaceutical
5 1 (0.66%) Banking
Job Titles
1 46 (30.46%) Developer
2 27 (17.88%) Java Developer
3 14 (9.27%) Lead Developer
4 12 (7.95%) Machine Learning Researcher
4 12 (7.95%) Software Engineer
5 11 (7.28%) Architect
5 11 (7.28%) Data Scientist
5 11 (7.28%) Python Engineer
5 11 (7.28%) Software Developer
6 10 (6.62%) Big Data Engineer
6 10 (6.62%) Data Architect
6 10 (6.62%) DevOps Engineer
7 9 (5.96%) Development Manager
7 9 (5.96%) Lead Java Developer
8 8 (5.30%) Data Warehouse Architect
8 8 (5.30%) IT Architect
8 8 (5.30%) Python Developer
8 8 (5.30%) Senior Developer
8 8 (5.30%) Senior Java Developer
8 8 (5.30%) Software Development Manager
Libraries, Frameworks & Software Standards
1 43 (28.48%) Natural Language Processing
1 43 (28.48%) Web Services
2 23 (15.23%) RESTful
3 19 (12.58%) Lucene
4 13 (8.61%) TensorFlow
5 10 (6.62%) HTML
6 8 (5.30%) MDX
6 8 (5.30%) Regular Expression
7 6 (3.97%) Django
7 6 (3.97%) Flask
7 6 (3.97%) XML
7 6 (3.97%) XSLT
8 5 (3.31%) AngularJS
8 5 (3.31%) REST
9 4 (2.65%) Elastic Stack
9 4 (2.65%) J2EE
9 4 (2.65%) J2SE
10 3 (1.99%) Kafka
10 3 (1.99%) Node.js
10 3 (1.99%) React
Miscellaneous
1 44 (29.14%) Computer Science
2 30 (19.87%) Algorithms
3 21 (13.91%) Analytical Skills
4 11 (7.28%) Semantic Web
5 8 (5.30%) Blog
6 7 (4.64%) Data Structures
7 6 (3.97%) Fintech
7 6 (3.97%) Mobile App
8 4 (2.65%) Management Information System
8 4 (2.65%) PMI
9 3 (1.99%) Greenfield Project
9 3 (1.99%) Public Cloud
10 1 (0.66%) Celerra
10 1 (0.66%) CMDB
10 1 (0.66%) EMC VNX
10 1 (0.66%) IBM XIV
10 1 (0.66%) Life Science
10 1 (0.66%) Linked Data
10 1 (0.66%) Reference Data
10 1 (0.66%) Replication
Operating Systems
1 23 (15.23%) Linux
2 15 (9.93%) Unix
3 9 (5.96%) CentOS
4 1 (0.66%) Red Hat Enterprise Linux
4 1 (0.66%) Ubuntu
Processes & Methodologies
1 79 (52.32%) Agile Software Development
2 73 (48.34%) Machine Learning
3 56 (37.09%) Software Engineering
4 44 (29.14%) Analytics
5 37 (24.50%) Continuous Integration
6 33 (21.85%) Deep Learning
7 32 (21.19%) Data Science
7 32 (21.19%) TDD
8 30 (19.87%) Mathematics
9 27 (17.88%) Data Analysis
9 27 (17.88%) Problem-Solving
10 25 (16.56%) Artificial Intelligence
10 25 (16.56%) DevOps
11 24 (15.89%) Data Modelling
12 22 (14.57%) Visualisation
13 21 (13.91%) Data Visualisation
13 21 (13.91%) Scrum
14 20 (13.25%) Mentoring
14 20 (13.25%) Physics
15 19 (12.58%) Continuous Deployment
Programming Languages
1 78 (51.66%) Java
2 72 (47.68%) Python
3 42 (27.81%) C++
4 32 (21.19%) R
4 32 (21.19%) SQL
5 23 (15.23%) MATLAB
6 20 (13.25%) C
7 16 (10.60%) JavaScript
8 14 (9.27%) Julia
9 11 (7.28%) Bash Shell
10 10 (6.62%) Java 8
11 9 (5.96%) Perl
12 8 (5.30%) C#
13 4 (2.65%) Scala
14 2 (1.32%) Fortran
14 2 (1.32%) Go
14 2 (1.32%) PL/SQL
15 1 (0.66%) Kotlin
15 1 (0.66%) Ruby
Qualifications
1 50 (33.11%) Degree
2 33 (21.85%) PhD
3 8 (5.30%) MBA
4 5 (3.31%) ISEB
5 4 (2.65%) PMI Certification
6 1 (0.66%) AWS Certification
6 1 (0.66%) Computer Science Degree
Quality Assurance & Compliance
1 11 (7.28%) Data Quality
System Software
1 19 (12.58%) Docker
2 1 (0.66%) Apache ZooKeeper
2 1 (0.66%) HDFS
2 1 (0.66%) NFS
Systems Management
1 12 (7.95%) Opscode Chef
2 10 (6.62%) Puppet
3 9 (5.96%) Terraform
4 6 (3.97%) Ansible
5 4 (2.65%) Kubernetes
6 3 (1.99%) Packer
7 1 (0.66%) Rancher
7 1 (0.66%) Salt
Vendors
1 9 (5.96%) Microsoft
2 8 (5.30%) Atlassian
2 8 (5.30%) Cognos
2 8 (5.30%) Sophos
2 8 (5.30%) Tableau
3 4 (2.65%) Oracle
4 3 (1.99%) SAP
5 2 (1.32%) Capita
6 1 (0.66%) 3PAR
6 1 (0.66%) Brocade
6 1 (0.66%) Cisco
6 1 (0.66%) EMC
6 1 (0.66%) ESRI
6 1 (0.66%) Google
6 1 (0.66%) HP
6 1 (0.66%) IBM
6 1 (0.66%) Isilon
6 1 (0.66%) Remedy