The table below looks at the statistics for Big Data skills in IT jobs advertised for the Birmingham region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Big Data
West Midlands / Birmingham
Rank 65 118 119
Rank change year-on-year
+53 +1
Permanent jobs citing Big Data 53 15 9
As % of all permanent IT jobs located in Birmingham 2.96% 0.71% 0.51%
As % of the Database & Business Intelligence category 12.59% 2.91% 1.65%
Number of salaries quoted 33 6 7
Median salary £57,500 £47,500 £37,500
Median salary % change year-on-year
+21.05% +26.66%
90% offered a salary of more than £45,500 £44,500 £32,500
10% offered a salary of more than £65,000 £66,250 £71,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Birmingham region.

Database & Business Intelligence Category
Birmingham
Permanent IT job ads with a match in the
Database & Business Intelligence category
421 516 546
As % of all permanent IT jobs located in Birmingham 23.53% 24.43% 30.92%
Number of salaries quoted 361 466 498
Median salary £45,000 £41,500 £37,500
Median salary % change year-on-year
+8.43% +10.66%
90% offered a salary of more than £30,000 £31,100 £27,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Birmingham

The demand trend of job ads across the Birmingham region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Birmingham

Big Data
Salary Trend in Birmingham

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

Big Data Salary Trend in Birmingham

Big Data
Salary Histogram in Birmingham

This chart provides a salary histogram for IT jobs citing Big Data across the Birmingham region over the 3 months to 21 February 2017.

Big Data Salary Histogram in Birmingham

Big Data
Top 30 Related IT Skills in Birmingham

For the 6 months to 21 February 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 Birmingham region with a requirement for Big Data.

1 67 (64.42%) Finance
2 63 (60.58%) Agile Software Development
3 62 (59.62%) Java
4 54 (51.92%) Hadoop
5 48 (46.15%) Apache Spark
6 46 (44.23%) Apache
7 43 (41.35%) Banking
8 42 (40.38%) HTML
8 42 (40.38%) AngularJS
9 37 (35.58%) Fintech
10 34 (32.69%) HTML5
11 31 (29.81%) J2EE
12 20 (19.23%) Retail
13 18 (17.31%) Business Intelligence
14 15 (14.42%) SQL
15 14 (13.46%) JavaScript
15 14 (13.46%) .NET
15 14 (13.46%) Software Engineering
15 14 (13.46%) Web Development
16 13 (12.50%) QA
16 13 (12.50%) Python
17 12 (11.54%) Selenium
17 12 (11.54%) Degree
18 11 (10.58%) Technical Architecture
18 11 (10.58%) SaaS
18 11 (10.58%) Microsoft Azure
18 11 (10.58%) Enterprise Software
18 11 (10.58%) SQL Server
18 11 (10.58%) Telecoms
19 10 (9.62%) SLA

Big Data
Top Related IT Skills in Birmingham 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 48 (46.15%) Apache Spark
2 46 (44.23%) Apache
3 4 (3.85%) SharePoint
4 3 (2.88%) Apache Pig
4 3 (2.88%) CMS
4 3 (2.88%) Elasticsearch
5 2 (1.92%) SAS
6 1 (0.96%) Apache Solr
Applications
1 3 (2.88%) MS Excel
1 3 (2.88%) MS PowerPoint
Business Applications
1 2 (1.92%) Sage 200
1 2 (1.92%) Salesforce.com CRM
2 1 (0.96%) SAP BPC
2 1 (0.96%) SAP S/4HANA
Cloud Services
1 11 (10.58%) Microsoft Azure
1 11 (10.58%) SaaS
2 7 (6.73%) Amazon AWS
3 4 (3.85%) Office 365
Communications & Networking
1 3 (2.88%) Internet
2 1 (0.96%) DNS
2 1 (0.96%) FTP
2 1 (0.96%) HTTP
2 1 (0.96%) tcpdump
2 1 (0.96%) Wireshark
Database & Business Intelligence
1 54 (51.92%) Hadoop
2 11 (10.58%) SQL Server
3 6 (5.77%) Data Warehouse
4 4 (3.85%) MongoDB
4 4 (3.85%) MySQL
4 4 (3.85%) Pentaho
4 4 (3.85%) PostgreSQL
5 3 (2.88%) Apache Cassandra
5 3 (2.88%) Apache Hive
5 3 (2.88%) NoSQL
5 3 (2.88%) QlikView
5 3 (2.88%) SQL Server Integration Services
5 3 (2.88%) SQL Server Reporting Services
6 2 (1.92%) Amazon Redshift
6 2 (1.92%) HBase
6 2 (1.92%) Impala
6 2 (1.92%) OLAP
6 2 (1.92%) OLAP Cube
6 2 (1.92%) Oracle OLAP
6 2 (1.92%) Riak
Development Applications
1 12 (11.54%) Selenium
2 2 (1.92%) JUnit
2 2 (1.92%) Talend Open Studio
2 2 (1.92%) TestNG
3 1 (0.96%) TeamCity
General
1 67 (64.42%) Finance
2 43 (41.35%) Banking
3 20 (19.23%) Retail
4 11 (10.58%) Telecoms
5 8 (7.69%) Marketing
6 6 (5.77%) Billing
7 2 (1.92%) Automotive
7 2 (1.92%) Manufacturing
Job Titles
1 45 (43.27%) Developer
2 27 (25.96%) Architect
3 21 (20.19%) Java Developer
4 17 (16.35%) Solutions Architect
5 14 (13.46%) Web Developer
6 11 (10.58%) Angular Developer
6 11 (10.58%) HTML Developer
7 9 (8.65%) Infrastructure Architect
8 7 (6.73%) Big Data Developer
8 7 (6.73%) QA Engineer
9 6 (5.77%) Enterprise Infrastructure Architect
9 6 (5.77%) Enterprise Solutions Architect
9 6 (5.77%) Infrastructure Solutions Architect
9 6 (5.77%) Java Scala Developer
9 6 (5.77%) Scala Developer
10 5 (4.81%) .NET Architect
10 5 (4.81%) Enterprise Technical Architect
10 5 (4.81%) Java Architect
10 5 (4.81%) Java Software Architect
10 5 (4.81%) Java Technical Architect
Libraries, Frameworks & Software Standards
1 42 (40.38%) AngularJS
1 42 (40.38%) HTML
2 34 (32.69%) HTML5
3 31 (29.81%) J2EE
4 14 (13.46%) .NET
5 4 (3.85%) Angular 2
5 4 (3.85%) CSS
6 2 (1.92%) ASP.NET
6 2 (1.92%) Lucene
6 2 (1.92%) Samza
6 2 (1.92%) SOAP
6 2 (1.92%) Web Services
7 1 (0.96%) Backbone.js
7 1 (0.96%) Hibernate
7 1 (0.96%) Kafka
7 1 (0.96%) KnockoutJS
7 1 (0.96%) RabbitMQ
7 1 (0.96%) REST
7 1 (0.96%) Spring
7 1 (0.96%) XML
Miscellaneous
1 37 (35.58%) Fintech
2 11 (10.58%) Enterprise Software
3 9 (8.65%) Data Centre
4 7 (6.73%) Hedge funds
5 4 (3.85%) Credit Risk
5 4 (3.85%) PKI
6 3 (2.88%) Social Media
7 2 (1.92%) User Experience
8 1 (0.96%) Algorithms
8 1 (0.96%) Analytical Skills
8 1 (0.96%) Computer Science
8 1 (0.96%) FMCG
Operating Systems
1 9 (8.65%) Linux
2 1 (0.96%) Unix
Processes & Methodologies
1 63 (60.58%) Agile Software Development
2 18 (17.31%) Business Intelligence
3 14 (13.46%) Software Engineering
3 14 (13.46%) Web Development
4 11 (10.58%) Technical Architecture
5 9 (8.65%) Analytics
6 8 (7.69%) Front End Development
7 7 (6.73%) ITIL
8 6 (5.77%) CRM
8 6 (5.77%) Information Security
8 6 (5.77%) Line Management
8 6 (5.77%) TDD
9 5 (4.81%) Cybersecurity
9 5 (4.81%) MVC
9 5 (4.81%) Visualisation
10 4 (3.85%) Business Development
10 4 (3.85%) Health Informatics
10 4 (3.85%) Informatics
10 4 (3.85%) Resource Management
10 4 (3.85%) SIEM
Programming Languages
1 62 (59.62%) Java
2 15 (14.42%) SQL
3 14 (13.46%) JavaScript
4 13 (12.50%) Python
5 9 (8.65%) Scala
6 3 (2.88%) C#
7 2 (1.92%) ANSI SQL
7 2 (1.92%) C
7 2 (1.92%) R
8 1 (0.96%) ABAP
8 1 (0.96%) C++
Qualifications
1 12 (11.54%) Degree
2 5 (4.81%) Security Cleared
3 4 (3.85%) CISA
3 4 (3.85%) CISM
3 4 (3.85%) CISSP
3 4 (3.85%) DV Cleared
3 4 (3.85%) SC Cleared
Quality Assurance & Compliance
1 13 (12.50%) QA
2 10 (9.62%) SLA
3 4 (3.85%) GPG13
3 4 (3.85%) ISO/IEC 27001
3 4 (3.85%) PCI DSS
System Software
1 4 (3.85%) HDFS
2 3 (2.88%) Apache ZooKeeper
2 3 (2.88%) VMware Infrastructure
3 1 (0.96%) Apache Flume
Systems Management
1 3 (2.88%) Icinga
1 3 (2.88%) Opscode Chef
1 3 (2.88%) Puppet
1 3 (2.88%) vRealize
2 2 (1.92%) Hadoop YARN
3 1 (0.96%) Oozie
Vendors
1 8 (7.69%) Microsoft
2 7 (6.73%) Tableau
3 6 (5.77%) Oracle
4 5 (4.81%) Google
5 3 (2.88%) Cisco
5 3 (2.88%) Dell
5 3 (2.88%) EMC
5 3 (2.88%) ServiceNow
5 3 (2.88%) VMware
6 2 (1.92%) Cognos
6 2 (1.92%) Greenplum
6 2 (1.92%) Sage
6 2 (1.92%) Salesforce.com
6 2 (1.92%) Talend
6 2 (1.92%) Vertica
7 1 (0.96%) Cloudera
7 1 (0.96%) Hortonworks
7 1 (0.96%) MapR
7 1 (0.96%) SAP
Birmingham, West Midlands (County)
Parallel Consulting
Salary: £30000 - £40000 per annum + bonus, benefits, pension
Posted: Yesterday
Birmingham, West Midlands (County)
Experis Ltd
Salary: £35000 - £43000 per annum + Plus Excellent Benefits
Posted: 6 days ago
Birmingham, West Midlands (County)
FICO
Salary: Salary depends on experience.
Posted: 20 days ago