The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Big Data
West Midlands / Birmingham
Rank 71 126 108
Rank change year-on-year +55 -18  
Permanent jobs citing Big Data 57 12 9
As % of all permanent IT jobs advertised in Birmingham 3.12% 0.51% 0.52%
As % of the Database & Business Intelligence category 12.10% 2.34% 1.68%
Number of salaries quoted 33 8 7
Median salary £57,500 £53,750 £37,500
Median salary % change year-on-year +6.97% +43.33%  
90% offered a salary of more than £39,700 £45,700 £32,500
10% offered a salary of more than £65,000 £90,000 £71,000
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Birmingham with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Birmingham
Permanent job vacancies with a requirement for database and business intelligence skills 471 512 537
As % of all permanent IT job vacancies advertised in Birmingham 25.77% 21.86% 31.31%
Number of salaries quoted 395 467 470
Median salary £42,500 £42,000 £37,500
Median salary % change year-on-year +1.19% +12.00%  
90% offered a salary of more than £30,000 £30,000 £26,000
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
Job Vacancy Trend in Birmingham

The job posting trend of jobs advertised in Birmingham citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in Birmingham.

Salary trend for Big Data in Birmingham

Big Data
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Big Data in Birmingham over the 3 months to 24 March 2017.

Salary histogram for Big Data in Birmingham

Big Data
Top 30 Related IT Skills in Birmingham

For the 6 months to 24 March 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 69 (61.06%) Finance
2 66 (58.41%) Agile Software Development
3 61 (53.98%) Java
4 59 (52.21%) Hadoop
5 52 (46.02%) Apache Spark
6 46 (40.71%) Apache
7 45 (39.82%) AngularJS
8 42 (37.17%) HTML
9 39 (34.51%) Banking
10 37 (32.74%) Fintech
11 35 (30.97%) HTML5
12 31 (27.43%) J2EE
13 23 (20.35%) SQL
14 22 (19.47%) Retail
15 20 (17.70%) Business Intelligence
16 16 (14.16%) Software Engineering
17 15 (13.27%) QA
18 14 (12.39%) Web Development
18 14 (12.39%) Microsoft Azure
18 14 (12.39%) CRM
18 14 (12.39%) JavaScript
19 13 (11.50%) SQL Server
19 13 (11.50%) Degree
19 13 (11.50%) Selenium
19 13 (11.50%) Data Centre
20 12 (10.62%) Scala
20 12 (10.62%) Oracle
20 12 (10.62%) Python
20 12 (10.62%) Microsoft
21 10 (8.85%) 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 52 (46.02%) Apache Spark
2 46 (40.71%) Apache
3 5 (4.42%) SharePoint
4 3 (2.65%) Apache Pig
4 3 (2.65%) Elasticsearch
4 3 (2.65%) SAS
5 2 (1.77%) CMS
6 1 (0.88%) Apache Solr
Applications
1 5 (4.42%) MS Excel
2 2 (1.77%) MS PowerPoint
3 1 (0.88%) SPSS
Business Applications
1 4 (3.54%) Dynamics AX
1 4 (3.54%) Dynamics CRM
1 4 (3.54%) Oracle BPM
2 2 (1.77%) Sage 200
2 2 (1.77%) Salesforce.com CRM
3 1 (0.88%) SAP BPC
3 1 (0.88%) SAP S/4HANA
Cloud Services
1 14 (12.39%) Microsoft Azure
2 7 (6.19%) SaaS
3 6 (5.31%) Amazon AWS
4 5 (4.42%) Office 365
5 1 (0.88%) GitHub
Communications & Networking
1 2 (1.77%) Internet
2 1 (0.88%) DNS
2 1 (0.88%) FTP
2 1 (0.88%) HTTP
2 1 (0.88%) tcpdump
2 1 (0.88%) Wireshark
Database & Business Intelligence
1 59 (52.21%) Hadoop
2 13 (11.50%) SQL Server
3 8 (7.08%) Data Warehouse
4 6 (5.31%) MongoDB
5 5 (4.42%) Apache Hive
6 4 (3.54%) MySQL
6 4 (3.54%) Oracle Database
6 4 (3.54%) Pentaho
6 4 (3.54%) PostgreSQL
6 4 (3.54%) QlikView
7 3 (2.65%) Apache Cassandra
7 3 (2.65%) Relational Database
7 3 (2.65%) SQL Server Integration Services
7 3 (2.65%) SQL Server Reporting Services
8 2 (1.77%) HBase
8 2 (1.77%) NoSQL
8 2 (1.77%) OLAP
8 2 (1.77%) Oracle OLAP
8 2 (1.77%) Riak
8 2 (1.77%) SQL Server Analysis Services
Development Applications
1 13 (11.50%) Selenium
2 2 (1.77%) JUnit
2 2 (1.77%) Talend Open Studio
2 2 (1.77%) TestNG
3 1 (0.88%) JIRA
3 1 (0.88%) Moq
3 1 (0.88%) NUnit
3 1 (0.88%) Octopus Deploy
3 1 (0.88%) SpecFlow
3 1 (0.88%) TeamCity
General
1 69 (61.06%) Finance
2 39 (34.51%) Banking
3 22 (19.47%) Retail
4 9 (7.96%) Marketing
5 7 (6.19%) Telecoms
6 6 (5.31%) Billing
7 2 (1.77%) Automotive
7 2 (1.77%) Manufacturing
Job Titles
1 49 (43.36%) Developer
2 27 (23.89%) Architect
3 24 (21.24%) Java Developer
4 19 (16.81%) Solutions Architect
5 14 (12.39%) Web Developer
6 12 (10.62%) Angular Developer
7 11 (9.73%) HTML Developer
7 11 (9.73%) Infrastructure Architect
8 8 (7.08%) Infrastructure Solutions Architect
9 7 (6.19%) Big Data Developer
9 7 (6.19%) QA Engineer
10 6 (5.31%) Java Scala Developer
10 6 (5.31%) Scala Developer
11 5 (4.42%) Business Development Manager
11 5 (4.42%) Business Intelligence Manager
11 5 (4.42%) Business Manager
11 5 (4.42%) Consultant
11 5 (4.42%) Development Manager
11 5 (4.42%) IT Development Manager
11 5 (4.42%) IT Manager
Libraries, Frameworks & Software Standards
1 45 (39.82%) AngularJS
2 42 (37.17%) HTML
3 35 (30.97%) HTML5
4 31 (27.43%) J2EE
5 8 (7.08%) .NET
6 7 (6.19%) Angular 2
7 4 (3.54%) CSS
8 2 (1.77%) ASP.NET Web API
8 2 (1.77%) Entity Framework
8 2 (1.77%) Lucene
8 2 (1.77%) Samza
8 2 (1.77%) Web Services
9 1 (0.88%) Apache Flex
9 1 (0.88%) Kafka
9 1 (0.88%) KnockoutJS
9 1 (0.88%) Node.js
9 1 (0.88%) RabbitMQ
9 1 (0.88%) Spring MVC
9 1 (0.88%) Spring Web Flow
9 1 (0.88%) Swagger
Miscellaneous
1 37 (32.74%) Fintech
2 13 (11.50%) Data Centre
3 7 (6.19%) Enterprise Software
3 7 (6.19%) Hedge funds
4 4 (3.54%) PKI
5 3 (2.65%) Credit Risk
6 2 (1.77%) Analytical Skills
6 2 (1.77%) Social Media
7 1 (0.88%) Algorithms
7 1 (0.88%) Computer Science
7 1 (0.88%) EPoS
7 1 (0.88%) FMCG
7 1 (0.88%) User Experience
Operating Systems
1 9 (7.96%) Linux
2 1 (0.88%) Unix
Processes & Methodologies
1 66 (58.41%) Agile Software Development
2 20 (17.70%) Business Intelligence
3 16 (14.16%) Software Engineering
4 14 (12.39%) CRM
4 14 (12.39%) Web Development
5 10 (8.85%) Line Management
6 9 (7.96%) Front End Development
6 9 (7.96%) TDD
7 8 (7.08%) Analytics
8 7 (6.19%) Data Integration
8 7 (6.19%) ITIL
8 7 (6.19%) Technical Architecture
8 7 (6.19%) TOGAF
9 6 (5.31%) ETL
9 6 (5.31%) Information Security
9 6 (5.31%) Visualisation
10 5 (4.42%) Cybersecurity
10 5 (4.42%) Health Informatics
10 5 (4.42%) Informatics
10 5 (4.42%) Resource Management
Programming Languages
1 61 (53.98%) Java
2 23 (20.35%) SQL
3 14 (12.39%) JavaScript
4 12 (10.62%) Python
4 12 (10.62%) Scala
5 3 (2.65%) C#
5 3 (2.65%) R
6 2 (1.77%) ANSI SQL
6 2 (1.77%) C
7 1 (0.88%) ABAP
7 1 (0.88%) C++
Qualifications
1 13 (11.50%) Degree
2 5 (4.42%) Security Cleared
3 4 (3.54%) CISA
3 4 (3.54%) CISM
3 4 (3.54%) CISSP
3 4 (3.54%) DV Cleared
3 4 (3.54%) SC Cleared
4 2 (1.77%) ISEB
Quality Assurance & Compliance
1 15 (13.27%) QA
2 10 (8.85%) SLA
3 4 (3.54%) GPG13
3 4 (3.54%) ISO/IEC 27001
3 4 (3.54%) PCI DSS
System Software
1 4 (3.54%) HDFS
2 3 (2.65%) Apache ZooKeeper
2 3 (2.65%) VMware Infrastructure
3 1 (0.88%) Apache Flume
Systems Management
1 3 (2.65%) Icinga
1 3 (2.65%) Opscode Chef
1 3 (2.65%) Puppet
1 3 (2.65%) vRealize
2 2 (1.77%) Hadoop YARN
3 1 (0.88%) Oozie
Vendors
1 12 (10.62%) Microsoft
1 12 (10.62%) Oracle
2 10 (8.85%) Tableau
3 7 (6.19%) ServiceNow
4 3 (2.65%) Cisco
4 3 (2.65%) Dell
4 3 (2.65%) EMC
4 3 (2.65%) Google
4 3 (2.65%) VMware
5 2 (1.77%) Cognos
5 2 (1.77%) Greenplum
5 2 (1.77%) Sage
5 2 (1.77%) Salesforce.com
5 2 (1.77%) SAP
5 2 (1.77%) Talend
5 2 (1.77%) Vertica
6 1 (0.88%) Cloudera
6 1 (0.88%) Hortonworks
6 1 (0.88%) MapR
Birmingham, West Midlands (County)
Venturi
Salary: £30000 per annum
Posted: 2 days ago
Birmingham
Venturi
Salary: £30000. - £40000 per annum
Posted: 15 days ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £60,000-70,000k base and strong package
Posted: 2 days ago
Birmingham
Venturi
Salary: £30000 - £40000 per annum
Posted: 22 days ago