The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Big Data Analytics
UK
Rank 756 781 853
Rank change year-on-year
+25 +72
Permanent jobs citing Big Data Analytics 85 158 113
As % of all permanent IT jobs located in the UK 0.10% 0.15% 0.11%
As % of the Processes & Methodologies category 0.12% 0.18% 0.12%
Number of salaries quoted 68 117 90
Median salary £60,000 £65,000 £62,500
Median salary % change year-on-year
-7.69% +4.00%
90% offered a salary of more than £32,500 £45,000 £40,000
10% offered a salary of more than £100,000 £80,000 £80,000
UK excluding London median salary £60,000 £60,000 £52,500
% change year-on-year
- +14.28%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
73636 90103 92424
As % of all permanent IT jobs located in the UK 88.79% 88.28% 86.67%
Number of salaries quoted 60524 74752 75526
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,250
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Big Data Analytics
Jobs Demand Trend

The demand trend of job ads citing Big Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Big Data Analytics Jobs Demand Trend 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 within the UK.

Big Data Analytics Salary Trend in the UK

Big Data Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Big Data Analytics over the 3 months to 25 February 2017 within the UK.

Big Data Analytics Salary Histogram in the UK

Big Data Analytics
Top 15 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 February 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 +38 81 £62,500 -3.84% 9
London +46 63 £63,750 -1.92% 5
North West -2 12 £32,500 -53.57% 3
Manchester -16 12 £32,500 -50.00% 2
South East +42 5 £95,000 +58.33% 1
City of London +33 5 £100,000 +42.85% 3
Edinburgh - 4 £60,000 - 1
Scotland - 4 £60,000 - 1
Surrey +47 2 £65,000 +46.89%
Berkshire +43 2 £125,000 +78.57% 1
Kent +19 1 - -
South West +12 1 £50,000 -9.09%
Bristol - 1 £50,000 -
Bracknell - 1 £125,000 -
Maidstone - 1 - -

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 25 February 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.

1 227 (100.00%) Big Data
2 226 (99.56%) Analytics
3 222 (97.80%) Data Analytics
4 97 (42.73%) Agile Software Development
5 82 (36.12%) Java
6 81 (35.68%) Hadoop
7 79 (34.80%) Python
8 74 (32.60%) Degree
9 66 (29.07%) SQL
9 66 (29.07%) Visualisation
10 63 (27.75%) Apache Spark
11 50 (22.03%) MongoDB
12 47 (20.70%) Oracle
12 47 (20.70%) JavaScript
13 46 (20.26%) Mathematics
14 45 (19.82%) Computer Science
14 45 (19.82%) Software Engineering
14 45 (19.82%) Linux
14 45 (19.82%) MySQL
15 44 (19.38%) Spring
16 43 (18.94%) Scrum
16 43 (18.94%) Open Source
17 42 (18.50%) NoSQL
17 42 (18.50%) Apache Hive
18 41 (18.06%) Relational Database
19 39 (17.18%) AngularJS
19 39 (17.18%) Business Intelligence
19 39 (17.18%) Middleware
20 38 (16.74%) HTML
20 38 (16.74%) TDD

Big Data Analytics
Top Related 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 63 (27.75%) Apache Spark
2 38 (16.74%) Apache Pig
3 32 (14.10%) Elasticsearch
4 24 (10.57%) SAS
5 9 (3.96%) JBoss
6 7 (3.08%) Apache
7 3 (1.32%) Adobe Experience Manager
7 3 (1.32%) Mule
Applications
1 24 (10.57%) MS Excel
2 11 (4.85%) SPSS
3 7 (3.08%) MS PowerPoint
Business Applications
1 1 (0.44%) SAP Oil and Gas
Cloud Services
1 38 (16.74%) Amazon AWS
2 18 (7.93%) GitHub
3 15 (6.61%) Cloud Computing
4 10 (4.41%) Google Analytics
5 8 (3.52%) Microsoft Azure
6 6 (2.64%) Amazon EC2
7 4 (1.76%) Google Cloud Platform
7 4 (1.76%) IBM Cloud
8 3 (1.32%) SaaS
9 1 (0.44%) IaaS
9 1 (0.44%) PaaS
Communications & Networking
1 14 (6.17%) HTTP
2 7 (3.08%) Network Security
3 4 (1.76%) SSL
4 3 (1.32%) Internet
4 3 (1.32%) WebEx
5 2 (0.88%) LDAP
6 1 (0.44%) Kerberos
6 1 (0.44%) NAS
6 1 (0.44%) NX-OS
6 1 (0.44%) PPP
6 1 (0.44%) SAN
6 1 (0.44%) SMTP
Database & Business Intelligence
1 227 (100.00%) Big Data
2 81 (35.68%) Hadoop
3 50 (22.03%) MongoDB
4 45 (19.82%) MySQL
5 42 (18.50%) Apache Hive
5 42 (18.50%) NoSQL
6 41 (18.06%) Relational Database
7 33 (14.54%) SQL Server
8 31 (13.66%) Data Warehouse
9 30 (13.22%) RDBMS
10 19 (8.37%) SQL Server Integration Services
11 15 (6.61%) HBase
11 15 (6.61%) PostgreSQL
12 14 (6.17%) Pentaho
13 13 (5.73%) SQL Server Reporting Services
14 11 (4.85%) Power BI
14 11 (4.85%) QlikView
15 10 (4.41%) Neo4j
16 8 (3.52%) Data Lake
16 8 (3.52%) Data Mining
Development Applications
1 19 (8.37%) JIRA
2 14 (6.17%) Talend Open Studio
3 8 (3.52%) Git (software)
3 8 (3.52%) Jenkins
4 5 (2.20%) Subversion
4 5 (2.20%) ZenHub
5 3 (1.32%) Hudson
5 3 (1.32%) Team Foundation Server
6 2 (0.88%) NUnit
6 2 (0.88%) Ranorex
6 2 (0.88%) Rhino Mocks
7 1 (0.44%) Fiddler
7 1 (0.44%) gulp
7 1 (0.44%) Maven
7 1 (0.44%) ReSharper
7 1 (0.44%) Visual Studio
General
1 30 (13.22%) Finance
2 21 (9.25%) Marketing
3 19 (8.37%) Retail
4 17 (7.49%) Advertising
5 10 (4.41%) Military
6 7 (3.08%) Telecoms
7 6 (2.64%) Games
7 6 (2.64%) Manufacturing
8 3 (1.32%) Financial Institution
8 3 (1.32%) Pharmaceutical
9 2 (0.88%) Banking
9 2 (0.88%) Music Industry
10 1 (0.44%) Dutch Language
10 1 (0.44%) Electronics
10 1 (0.44%) Spanish Language
Job Titles
1 77 (33.92%) Developer
2 37 (16.30%) Analyst
3 29 (12.78%) Architect
4 28 (12.33%) Software Engineer
5 20 (8.81%) Java Developer
6 17 (7.49%) Scala Developer
6 17 (7.49%) Software Developer
7 16 (7.05%) Big Data Developer
8 15 (6.61%) Data Architect
9 14 (6.17%) Data Analyst
9 14 (6.17%) Data Engineer
10 13 (5.73%) Java Software Developer
11 12 (5.29%) Data Scientist
12 10 (4.41%) Big Data Architect
12 10 (4.41%) Consultant
12 10 (4.41%) Hadoop Developer
12 10 (4.41%) Java Engineer
12 10 (4.41%) Java Software Engineer
12 10 (4.41%) Junior
12 10 (4.41%) Senior Developer
Libraries, Frameworks & Software Standards
1 44 (19.38%) Spring
2 39 (17.18%) AngularJS
2 39 (17.18%) Middleware
3 38 (16.74%) HTML
4 36 (15.86%) Apache Camel
4 36 (15.86%) CSS
4 36 (15.86%) Java EE
5 32 (14.10%) HTML5
6 31 (13.66%) CSS3
7 27 (11.89%) Hibernate
7 27 (11.89%) LAMP
8 26 (11.45%) Node.js
9 22 (9.69%) jQuery
9 22 (9.69%) REST
10 17 (7.49%) XML
11 15 (6.61%) Akka
12 13 (5.73%) Play Framework
12 13 (5.73%) Scalaz
13 12 (5.29%) .NET
14 9 (3.96%) XSLT
Miscellaneous
1 45 (19.82%) Computer Science
2 31 (13.66%) Algorithms
2 31 (13.66%) Analytical Skills
3 27 (11.89%) PKI
4 17 (7.49%) User Experience
5 14 (6.17%) Data Structures
6 10 (4.41%) Mobile App
7 7 (3.08%) Cyberthreat
7 7 (3.08%) Fintech
8 6 (2.64%) Data Centre
8 6 (2.64%) iPhone
8 6 (2.64%) Management Information System
9 5 (2.20%) Semantic Web
9 5 (2.20%) Xbox
10 4 (1.76%) Social Media
11 3 (1.32%) Enterprise Software
11 3 (1.32%) Life Science
12 2 (0.88%) NHS
12 2 (0.88%) Taxonomies
13 1 (0.44%) Foreign Exchange (FX)
Operating Systems
1 45 (19.82%) Linux
2 9 (3.96%) Windows
3 4 (1.76%) Android
3 4 (1.76%) Apple iOS
3 4 (1.76%) Unix
4 1 (0.44%) AIX
4 1 (0.44%) HPUX
4 1 (0.44%) Mac OS X
4 1 (0.44%) Solaris
4 1 (0.44%) Windows 10
4 1 (0.44%) Windows 8
4 1 (0.44%) Windows Server
Processes & Methodologies
1 226 (99.56%) Analytics
2 222 (97.80%) Data Analytics
3 97 (42.73%) Agile Software Development
4 66 (29.07%) Visualisation
5 46 (20.26%) Mathematics
6 45 (19.82%) Software Engineering
7 43 (18.94%) Open Source
7 43 (18.94%) Scrum
8 39 (17.18%) Business Intelligence
9 38 (16.74%) TDD
10 36 (15.86%) Statistics
11 33 (14.54%) DevOps
12 31 (13.66%) Continuous Improvement
13 30 (13.22%) Time Management
14 27 (11.89%) Continuous Integration
15 26 (11.45%) SOA
16 25 (11.01%) Data Visualisation
17 24 (10.57%) Data Modelling
17 24 (10.57%) ETL
18 22 (9.69%) SDLC
Programming Languages
1 82 (36.12%) Java
2 79 (34.80%) Python
3 66 (29.07%) SQL
4 47 (20.70%) JavaScript
5 35 (15.42%) Ruby
5 35 (15.42%) Scala
6 33 (14.54%) Perl
7 31 (13.66%) C
8 30 (13.22%) C#
9 27 (11.89%) R
10 16 (7.05%) T-SQL
11 12 (5.29%) C++
12 9 (3.96%) MATLAB
13 6 (2.64%) Haskell
13 6 (2.64%) HiveQL
13 6 (2.64%) Lua
13 6 (2.64%) PL/SQL
14 5 (2.20%) VBA
15 4 (1.76%) SPARQL
16 3 (1.32%) Groovy
Qualifications
1 74 (32.60%) Degree
2 27 (11.89%) Security Cleared
3 20 (8.81%) DV Cleared
4 18 (7.93%) PhD
5 5 (2.20%) SC Cleared
6 2 (0.88%) CBAP
6 2 (0.88%) IIBA
7 1 (0.44%) CEH
7 1 (0.44%) CISSP
7 1 (0.44%) GCFA
7 1 (0.44%) GCIA
Quality Assurance & Compliance
1 8 (3.52%) QA
2 5 (2.20%) Data Quality
2 5 (2.20%) PMO
3 2 (0.88%) GCP
4 1 (0.44%) CRD IV
4 1 (0.44%) ISO20022
4 1 (0.44%) Solvency II
System Software
1 26 (11.45%) Hyper-V
1 26 (11.45%) VMware Infrastructure
2 8 (3.52%) HDFS
3 6 (2.64%) Virtual Machines
4 3 (1.32%) Apache Flume
4 3 (1.32%) Docker
5 1 (0.44%) EMC RecoverPoint
Systems Management
1 6 (2.64%) Kibana
2 5 (2.20%) Puppet
3 2 (0.88%) HP Quality Center
3 2 (0.88%) Oozie
4 1 (0.44%) Ansible
4 1 (0.44%) EMC VPLEX
4 1 (0.44%) logstash
4 1 (0.44%) Opscode Chef
4 1 (0.44%) Simpana
Vendors
1 47 (20.70%) Oracle
2 26 (11.45%) VMware
3 14 (6.17%) Google
3 14 (6.17%) Talend
4 13 (5.73%) Cognos
5 12 (5.29%) Hortonworks
5 12 (5.29%) MuleSoft
5 12 (5.29%) Tableau
6 11 (4.85%) Microsoft
7 8 (3.52%) IBM
8 7 (3.08%) Cloudera
9 6 (2.64%) Netezza
9 6 (2.64%) Sybase
10 4 (1.76%) Cisco
10 4 (1.76%) Greenplum
10 4 (1.76%) MicroStrategy
11 3 (1.32%) AppDynamics
11 3 (1.32%) Intel
11 3 (1.32%) Salesforce.com
11 3 (1.32%) SAP
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Salary: £60000 - £90000 per annum
Posted: 2 days ago
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Posted: 3 days ago
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Salary: £35000 - £50000 per annum
Posted: Yesterday
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City, London
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City, London
Miller Maxwell Ltd
Salary: bonus and benefits package
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Salary: Competitive salary plus benefits
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Manchester, Lancashire
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Posted: 12 days ago
UK Wide
Capgemini
Salary: Negotiable
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Salary: Negotiable
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Salary: Negotiable
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