The following table provides summary statistics for permanent job vacancies with a requirement for Big Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data Analytics over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
UK
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 734 714 822
Rank change year-on-year -20 +108  
Permanent jobs citing Big Data Analytics 138 211 149
As % of all permanent IT jobs advertised in the UK 0.16% 0.22% 0.13%
As % of the Processes & Methodologies category 0.17% 0.24% 0.15%
Number of salaries quoted 111 173 112
Median salary £55,000 £62,500 £55,000
Median salary % change year-on-year -12.00% +13.63%  
90% offered a salary of more than £35,000 £45,000 £30,000
10% offered a salary of more than £80,000 £92,500 £95,000
UK excluding London median salary £55,000 £55,000 £38,600
% change year-on-year - +42.48%  

Big Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79039 86328 97439
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.03%
Number of salaries quoted 63711 72121 79644
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Big Data Analytics
Job Vacancy Trend

The job posting trend of jobs advertised citing Big Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Big Data Analytics in the UK

Big Data Analytics
Salary Trend

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

Salary trend for Big Data Analytics in the UK

Big Data Analytics
Salary Histogram

The salary distribution of IT jobs citing Big Data Analytics over the 3 months to 25 June 2017.

Salary histogram for Big Data Analytics in the UK

Big Data Analytics
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data Analytics within the UK over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -29 122 £55,000 -15.38% 27
London -18 70 £65,000 -10.34% 15
South East +49 35 £55,000 - 7
North West -24 14 £55,000 +15.78% 1
Scotland +26 13 £30,000 -45.45% 4
Edinburgh - 13 £30,000 - 2
City of London +35 12 £87,500 -12.50% 4
Buckinghamshire +1 10 £55,000 +46.66% 1
Hampshire +24 9 £42,500 - 1
Cheshire - 9 £80,000 - 1
Berkshire +33 7 £55,000 +4.76%
Fareham - 6 £42,500 - 1
Surrey +34 5 £65,000 -13.33%
Milton Keynes -7 5 £45,000 +20.00%
Manchester -17 5 £55,000 +15.78%
Chester - 5 £45,000 -
Abingdon +35 4 - -
Oxfordshire +7 4 - - 1
West Sussex - 3 £65,000 -
Portsmouth - 3 £40,000 -
Reading +22 1 £85,000 +100.00%
East Midlands +20 1 £40,000 -20.00%
Yorkshire +9 1 £52,500 -4.54% 4
Nottingham +8 1 £40,000 -20.00%
Nottinghamshire 0 1 £40,000 -20.00%
Maidenhead - 1 £52,500 -
Sheffield - 1 £52,500 - 1
Malvern - 1 - -
South Yorkshire - 1 £52,500 - 1
West Midlands - 1 - -

For the 6 months to 25 June 2017, IT jobs citing Big Data Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Big Data Analytics.

1 220 (100.00%) Big Data
2 219 (99.55%) Analytics
3 217 (98.64%) Data Analytics
4 75 (34.09%) Python
5 73 (33.18%) Agile Software Development
6 62 (28.18%) Java
7 60 (27.27%) SQL
8 59 (26.82%) Degree
9 58 (26.36%) Hadoop
10 56 (25.45%) Apache Spark
10 56 (25.45%) Linux
11 51 (23.18%) JavaScript
12 42 (19.09%) Visualisation
13 40 (18.18%) Business Intelligence
14 37 (16.82%) Apache Hive
15 32 (14.55%) Analytical Skills
16 31 (14.09%) Cybersecurity
17 30 (13.64%) HTML
18 29 (13.18%) Splunk
19 27 (12.27%) Open Source
19 27 (12.27%) Oracle
19 27 (12.27%) Finance
20 26 (11.82%) Software Engineering
20 26 (11.82%) Windows
21 25 (11.36%) CSS
21 25 (11.36%) Data Analysis
21 25 (11.36%) Network Security
21 25 (11.36%) Security Cleared
21 25 (11.36%) R
21 25 (11.36%) Elasticsearch

Big Data Analytics
Co-occurring IT Skills 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 56 (25.45%) Apache Spark
2 25 (11.36%) Elasticsearch
3 24 (10.91%) Apache Pig
4 15 (6.82%) SAS
5 7 (3.18%) Apache Solr
6 5 (2.27%) CMS
7 4 (1.82%) Apache
8 3 (1.36%) JBoss
8 3 (1.36%) Oracle SOA Suite
8 3 (1.36%) Oracle Workflow
9 1 (0.45%) Confluence
9 1 (0.45%) IIS
9 1 (0.45%) Moodle
9 1 (0.45%) nginx
9 1 (0.45%) Oracle Coherence
Applications
1 12 (5.45%) Microsoft Excel
2 10 (4.55%) SPSS
3 2 (0.91%) Microsoft PowerPoint
4 1 (0.45%) Microsoft Office
4 1 (0.45%) MS Visio
Business Applications
1 2 (0.91%) Dynamics AX
1 2 (0.91%) Dynamics CRM
1 2 (0.91%) Oracle BPM
Cloud Services
1 20 (9.09%) Amazon AWS
2 19 (8.64%) Microsoft Azure
3 6 (2.73%) Cloud Computing
4 3 (1.36%) Google Cloud Platform
5 1 (0.45%) GitHub
5 1 (0.45%) Google Analytics
5 1 (0.45%) IaaS
5 1 (0.45%) PaaS
5 1 (0.45%) SaaS
Communications & Networking
1 25 (11.36%) Network Security
2 14 (6.36%) Firewall
3 9 (4.09%) Internet
4 4 (1.82%) Cisco ASA
4 4 (1.82%) Cisco PIX
4 4 (1.82%) MPLS
4 4 (1.82%) TCP/IP
5 3 (1.36%) LDAP
6 2 (0.91%) HTTP
6 2 (0.91%) SMTP
6 2 (0.91%) SSL
7 1 (0.45%) DHCP
7 1 (0.45%) DNS
7 1 (0.45%) Kerberos
7 1 (0.45%) NAS
7 1 (0.45%) NX-OS
7 1 (0.45%) SAN
7 1 (0.45%) Unified Communications
Database & Business Intelligence
1 220 (100.00%) Big Data
2 58 (26.36%) Hadoop
3 37 (16.82%) Apache Hive
4 22 (10.00%) NoSQL
5 19 (8.64%) MongoDB
5 19 (8.64%) Relational Database
6 17 (7.73%) Data Warehouse
7 13 (5.91%) RDBMS
8 12 (5.45%) MySQL
9 11 (5.00%) PostgreSQL
9 11 (5.00%) SQL Server
10 9 (4.09%) HBase
11 8 (3.64%) Sqoop
12 7 (3.18%) Pentaho
13 6 (2.73%) Data Mining
13 6 (2.73%) Impala
13 6 (2.73%) SQL Server Integration Services
14 4 (1.82%) Amazon DynamoDB
14 4 (1.82%) QlikView
14 4 (1.82%) SQL Server Reporting Services
Development Applications
1 9 (4.09%) Git (software)
1 9 (4.09%) Talend Open Studio
2 8 (3.64%) JIRA
3 5 (2.27%) Jenkins
4 4 (1.82%) Atlassian Bamboo
4 4 (1.82%) Eclipse
4 4 (1.82%) Eclipse RCP
5 3 (1.36%) Burp Suite
5 3 (1.36%) Metasploit
5 3 (1.36%) Travis CI
6 2 (0.91%) Fiddler
6 2 (0.91%) gulp
6 2 (0.91%) ReSharper
6 2 (0.91%) Team Foundation Server
6 2 (0.91%) Visual Studio
7 1 (0.45%) Bitbucket
7 1 (0.45%) FishEye
7 1 (0.45%) Selenium
7 1 (0.45%) Sonatype Nexus
General
1 27 (12.27%) Finance
2 12 (5.45%) Retail
3 11 (5.00%) Law
4 8 (3.64%) Marketing
5 7 (3.18%) Telecoms
6 6 (2.73%) Military
7 4 (1.82%) Spanish Language
8 3 (1.36%) Games
9 2 (0.91%) Aerospace
9 2 (0.91%) Automotive
9 2 (0.91%) Billing
9 2 (0.91%) Financial Institution
9 2 (0.91%) Pharmaceutical
10 1 (0.45%) Banking
10 1 (0.45%) Investment Banking
10 1 (0.45%) Music Industry
Job Titles
1 53 (24.09%) Developer
2 46 (20.91%) Consultant
3 34 (15.45%) Security Consultant
4 29 (13.18%) Analyst
5 17 (7.73%) Architect
5 17 (7.73%) Java Developer
5 17 (7.73%) Software Developer
6 15 (6.82%) Data Scientist
7 14 (6.36%) Data Engineer
7 14 (6.36%) Senior Consultant
7 14 (6.36%) Senior Security Consultant
7 14 (6.36%) SOC Consultant
8 12 (5.45%) Data Analyst
8 12 (5.45%) Data Architect
8 12 (5.45%) Java Software Developer
8 12 (5.45%) JavaScript Developer
9 11 (5.00%) Big Data Developer
9 11 (5.00%) Network Security Engineer
9 11 (5.00%) Python Developer
9 11 (5.00%) Security Engineer
Libraries, Frameworks & Software Standards
1 30 (13.64%) HTML
2 25 (11.36%) CSS
3 21 (9.55%) AngularJS
4 18 (8.18%) HTML5
4 18 (8.18%) jQuery
5 17 (7.73%) Spring
6 16 (7.27%) CSS3
7 15 (6.82%) Apache Camel
7 15 (6.82%) Middleware
8 13 (5.91%) Java EE
9 12 (5.45%) Hibernate
9 12 (5.45%) Node.js
10 11 (5.00%) Django
10 11 (5.00%) Kafka
10 11 (5.00%) REST
11 10 (4.55%) React
11 10 (4.55%) Regular Expression
12 9 (4.09%) D3.js
12 9 (4.09%) LAMP
13 8 (3.64%) .NET
Miscellaneous
1 32 (14.55%) Analytical Skills
2 17 (7.73%) Computer Science
3 14 (6.36%) Management Information System
3 14 (6.36%) Security Operations Centre
4 12 (5.45%) PKI
4 12 (5.45%) User Experience
5 10 (4.55%) Algorithms
5 10 (4.55%) Cyber Attack
6 9 (4.09%) Greenfield Project
7 8 (3.64%) Data Centre
8 7 (3.18%) Cyberthreat
8 7 (3.18%) Data Protection Act
8 7 (3.18%) Social Media
9 6 (2.73%) Enterprise Software
10 5 (2.27%) Internet of Things
11 3 (1.36%) Linux Command Line
12 2 (0.91%) Fintech
12 2 (0.91%) Life Science
12 2 (0.91%) Mainframe
12 2 (0.91%) Semantic Web
Operating Systems
1 56 (25.45%) Linux
2 26 (11.82%) Windows
3 11 (5.00%) Unix
4 10 (4.55%) Windows Server
5 4 (1.82%) AIX
5 4 (1.82%) HPUX
5 4 (1.82%) Solaris
6 3 (1.36%) Kali Linux
6 3 (1.36%) Mac OS X
7 2 (0.91%) CentOS
7 2 (0.91%) Ubuntu
7 2 (0.91%) Windows 10
7 2 (0.91%) Windows 8
8 1 (0.45%) Windows Server 2003
8 1 (0.45%) Windows Server 2008
Processes & Methodologies
1 219 (99.55%) Analytics
2 217 (98.64%) Data Analytics
3 73 (33.18%) Agile Software Development
4 42 (19.09%) Visualisation
5 40 (18.18%) Business Intelligence
6 31 (14.09%) Cybersecurity
7 27 (12.27%) Open Source
8 26 (11.82%) Software Engineering
9 25 (11.36%) Data Analysis
10 24 (10.91%) DevOps
11 23 (10.45%) Mathematics
12 22 (10.00%) Information Security
12 22 (10.00%) Machine Learning
12 22 (10.00%) MapReduce
13 21 (9.55%) ETL
13 21 (9.55%) Security Monitoring
13 21 (9.55%) Security Operations
13 21 (9.55%) Threat Management
14 20 (9.09%) Data Modelling
14 20 (9.09%) TDD
Programming Languages
1 75 (34.09%) Python
2 62 (28.18%) Java
3 60 (27.27%) SQL
4 51 (23.18%) JavaScript
5 25 (11.36%) R
6 24 (10.91%) C
7 22 (10.00%) Perl
8 17 (7.73%) C#
8 17 (7.73%) Scala
9 14 (6.36%) Ruby
10 13 (5.91%) Bash Shell
10 13 (5.91%) MATLAB
11 9 (4.09%) T-SQL
12 7 (3.18%) C++
12 7 (3.18%) ES6
13 5 (2.27%) Shell Script
14 3 (1.36%) PowerShell
15 2 (0.91%) Jython
15 2 (0.91%) SPARQL
15 2 (0.91%) TypeScript
Qualifications
1 59 (26.82%) Degree
2 25 (11.36%) Security Cleared
3 23 (10.45%) DV Cleared
4 20 (9.09%) Numerate Degree
5 14 (6.36%) PhD
6 12 (5.45%) SC Cleared
7 8 (3.64%) Computer Science Degree
8 5 (2.27%) Master's Degree
9 4 (1.82%) CCNP
9 4 (1.82%) Cisco Certification
10 3 (1.36%) CISM
10 3 (1.36%) CISSP
11 2 (0.91%) CBAP
11 2 (0.91%) IIBA
Quality Assurance & Compliance
1 10 (4.55%) ISO/IEC 27001
1 10 (4.55%) PCI DSS
2 7 (3.18%) Data Quality
2 7 (3.18%) GDPR
3 3 (1.36%) QA
3 3 (1.36%) Sarbanes-Oxley
4 2 (0.91%) GCP
5 1 (0.45%) SLA
System Software
1 12 (5.45%) Hyper-V
1 12 (5.45%) VMware Infrastructure
2 11 (5.00%) HDFS
3 10 (4.55%) Apache Flume
4 8 (3.64%) Active Directory
5 5 (2.27%) Docker
6 4 (1.82%) Snort
7 1 (0.45%) EMC RecoverPoint
7 1 (0.45%) VMware ESXi
Systems Management
1 6 (2.73%) Kibana
2 3 (1.36%) Marathon
3 2 (0.91%) Puppet
4 1 (0.45%) Ansible
4 1 (0.45%) EMC VPLEX
4 1 (0.45%) Kubernetes
4 1 (0.45%) McAfee ePO
4 1 (0.45%) Mesos
4 1 (0.45%) Oozie
4 1 (0.45%) Opscode Chef
4 1 (0.45%) Simpana
4 1 (0.45%) Terraform
Vendors
1 29 (13.18%) Splunk
2 27 (12.27%) Oracle
3 20 (9.09%) VMware
4 15 (6.82%) Cisco
5 10 (4.55%) Red Hat
6 9 (4.09%) Tableau
6 9 (4.09%) Talend
7 8 (3.64%) Cloudera
7 8 (3.64%) Microsoft
8 7 (3.18%) Cognizant
8 7 (3.18%) Sourcefire
9 6 (2.73%) Hortonworks
9 6 (2.73%) IBM
10 4 (1.82%) F5
10 4 (1.82%) Google
10 4 (1.82%) Informatica
10 4 (1.82%) Palo Alto
10 4 (1.82%) SAP
11 3 (1.36%) Cognos
11 3 (1.36%) MicroStrategy
London
ECS
Salary: benefits
Posted: 17 hours ago
London
Edissero Ltd
Salary: benefits
Posted: Yesterday
Edinburgh, Midlothian
ECS
Salary: benefits
Posted: 17 hours ago
Oxford, Oxfordshire
Be-IT Resourcing
Salary: Very flexible on salary + great benefits
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum, Benefits Benefits & Bonus included
Posted: Yesterday
Canterbury, Kent
ComputerWorld Personnel Ltd
Salary: £40000 - £50000 per annum
Posted: 3 days ago
Edinburgh, Midlothian
ECS
Salary: benefits
Posted: 2 days ago
Canterbury, Kent
ComputerWorld Personnel Ltd
Salary: £18000 - £24000 per annum
Posted: 3 days ago
London
EXCELerate
Salary: Up to £85,000 per annum OTE £110k, Car, Health, Pension
Posted: 3 days ago
Knutsford, Cheshire
Cognizant
Salary: Unspecified Competitve
Posted: Yesterday
London
Austin Fraser
Salary: £80000 - £100000 per annum
Posted: Yesterday
London
Edissero Ltd
Salary: benefits
Posted: 5 days ago
London
People Source Consulting
Salary: £70000 - £100000 per annum + Extensive Benefits
Posted: Yesterday
City, London
Robert Half
Salary: £30000 - £50000 per annum
Posted: 4 days ago
City, London
Client Server
Salary: £85k to £100k + benefits
Posted: 5 days ago
West Malling, Kent
Intotec
Salary: Great Company Benefits including Contribution Pension and PMI
Posted: 2 days ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 5 days ago
City, London
Software Personnel International Ltd
Salary: From £45,000 to £60,000 per annum Excellent Benefits
Posted: 5 days ago
London
Churchill Frank
Salary: £100000 - £101000 per annum
Posted: 23 days ago
Buckinghamshire
Hays West And Wales
Salary: £50000.00 - £60000.00 per annum + benefits
Posted: 15 days ago
Fareham
Spectrum IT
Salary: £40000 - £45000 per annum
Posted: 16 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 25 days ago
City of London
Energon Global
Salary: £70000.00 - £80000.00 per annum + benefits + bonus
Posted: 26 days ago
Sheffield
Computer Futures
Salary: £45000 - £60000 per annum + competitive
Posted: 23 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £45000 per annum + benefits
Posted: 17 days ago
Glasgow, Lanarkshire
CGI
Salary: £45000 - £55000 per annum + benefits
Posted: 17 days ago
South East
Equest
Posted: 23 days ago