Period
to 21 May 2018

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Big Data
England > East Midlands
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 130 82 191
Rank change year-on-year -48 +109 -23
Permanent jobs citing Big Data 100 183 59
As % of all permanent IT jobs advertised in the East Midlands 1.99% 3.25% 0.94%
As % of the Database & Business Intelligence category 5.71% 10.31% 2.78%
Number of salaries quoted 93 187 38
East Midlands median annual salary £62,500 £52,500 £58,750
Median salary % change year-on-year +19.05% -10.64% +27.03%
10th Percentile £42,100 £29,700 £31,750
90th Percentile £90,000 £80,500 £75,000
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,751 1,775 2,126
As % of all permanent IT jobs advertised in the East Midlands 34.80% 31.52% 33.82%
Number of salaries quoted 1,537 1,485 1,689
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £26,250 £26,250
90th Percentile £60,000 £60,000 £56,250
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Big Data
Job Vacancy Trend in the East Midlands

Job postings citing Big Data as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Big Data in the East Midlands

Big Data
Salary Trend in the East Midlands

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

Salary trend for Big Data in the East Midlands

Big Data
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Big Data in the East Midlands over the 6 months to 21 May 2018.

Salary histogram for Big Data in the East Midlands

Big Data
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the East Midlands region over the 6 months to 21 May 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
Nottinghamshire -21 59 £61,250 +2.08% 10
Northamptonshire -5 27 £87,500 +94.44% 4
Leicestershire +16 6 £43,500 -24.35%
Derbyshire -40 2 £91,250 +114.71% 1
Big Data
England

For the 6 months to 21 May 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 East Midlands region with a requirement for Big Data.

1 68 (68.00%) Agile Software Development
2 43 (43.00%) Hadoop
3 42 (42.00%) Java
4 34 (34.00%) Apache Spark
5 31 (31.00%) Data Warehouse
6 29 (29.00%) Business Intelligence
6 29 (29.00%) SQL
6 29 (29.00%) Retail
7 28 (28.00%) Scrum
8 27 (27.00%) Microsoft Azure
9 26 (26.00%) Analytical Skills
9 26 (26.00%) Microsoft
9 26 (26.00%) Problem-Solving
10 25 (25.00%) SQL Server
11 23 (23.00%) Finance
12 22 (22.00%) Amazon AWS
12 22 (22.00%) Visualisation
12 22 (22.00%) Greenfield Project
13 21 (21.00%) DevOps
14 19 (19.00%) Scala
14 19 (19.00%) .NET
15 18 (18.00%) Python
16 17 (17.00%) Linux
17 15 (15.00%) ETL
17 15 (15.00%) Banking
18 14 (14.00%) Shell Script
18 14 (14.00%) Google Cloud Platform
18 14 (14.00%) HBase
18 14 (14.00%) Software Delivery
19 13 (13.00%) Tableau

Big Data
Co-occurring IT Skills in the East Midlands 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 34 (34.00%) Apache Spark
2 13 (13.00%) SAS
3 1 (1.00%) Apache
3 1 (1.00%) Jetty
3 1 (1.00%) NServiceBus
3 1 (1.00%) Tomcat
Applications
1 4 (4.00%) Microsoft Excel
2 1 (1.00%) SPSS
Business Applications
1 1 (1.00%) Dynamics AX
1 1 (1.00%) Dynamics CRM
Cloud Services
1 27 (27.00%) Microsoft Azure
2 22 (22.00%) Amazon AWS
3 14 (14.00%) Google Cloud Platform
4 11 (11.00%) Cloud Computing
5 9 (9.00%) SaaS
6 7 (7.00%) Bluemix
6 7 (7.00%) IBM Cloud
Communications & Networking
1 2 (2.00%) Kerberos
2 1 (1.00%) Internet
2 1 (1.00%) TCP/IP
Database & Business Intelligence
1 43 (43.00%) Hadoop
2 31 (31.00%) Data Warehouse
3 25 (25.00%) SQL Server
4 14 (14.00%) HBase
5 12 (12.00%) Power BI
6 9 (9.00%) SQL Server Integration Services
7 8 (8.00%) BigQuery
7 8 (8.00%) SQL Server Analysis Services
7 8 (8.00%) SQL Server Reporting Services
8 7 (7.00%) MongoDB
8 7 (7.00%) NoSQL
8 7 (7.00%) Star Schema
9 5 (5.00%) Apache Cassandra
9 5 (5.00%) Impala
10 4 (4.00%) Apache Hive
10 4 (4.00%) Pentaho
10 4 (4.00%) Relational Database
11 3 (3.00%) MySQL
11 3 (3.00%) SQL Server 2012
11 3 (3.00%) Sqoop
Development Applications
1 6 (6.00%) Octopus Deploy
1 6 (6.00%) Team Foundation Server
1 6 (6.00%) Visual Studio
2 5 (5.00%) Jenkins
3 2 (2.00%) Git (software)
4 1 (1.00%) Bitbucket
General
1 29 (29.00%) Retail
2 23 (23.00%) Finance
3 15 (15.00%) Banking
4 5 (5.00%) Games
5 4 (4.00%) Electronics
6 2 (2.00%) Investment Banking
6 2 (2.00%) Law
7 1 (1.00%) Advertising
7 1 (1.00%) Aerospace
7 1 (1.00%) Financial Institution
7 1 (1.00%) Manufacturing
7 1 (1.00%) Telecoms
Job Titles
1 30 (30.00%) Developer
2 23 (23.00%) Architect
3 14 (14.00%) Big Data Developer
4 13 (13.00%) Data Architect
4 13 (13.00%) Java Developer
5 12 (12.00%) Hadoop Developer
6 11 (11.00%) Java Hadoop Developer
7 10 (10.00%) Agile Delivery Manager
7 10 (10.00%) Big Data Architect
7 10 (10.00%) Delivery Manager
8 9 (9.00%) Business Intelligence Developer
8 9 (9.00%) Enterprise Architect
8 9 (9.00%) Enterprise Data Architect
8 9 (9.00%) Enterprise Technical Architect
8 9 (9.00%) Technical Architect
9 6 (6.00%) Data Engineer
10 5 (5.00%) Agile Development Manager
10 5 (5.00%) Big Data Engineer
10 5 (5.00%) DevOps Engineer
10 5 (5.00%) Platform Engineer
Libraries, Frameworks & Software Standards
1 19 (19.00%) .NET
2 8 (8.00%) Kafka
3 7 (7.00%) AngularJS
3 7 (7.00%) JSON
3 7 (7.00%) XML
4 6 (6.00%) ASP.NET
4 6 (6.00%) ASP.NET MVC
4 6 (6.00%) jQuery
4 6 (6.00%) MDX
5 5 (5.00%) .NET Core
5 5 (5.00%) ASP.NET MVC 5
5 5 (5.00%) ASP.NET Web API
6 3 (3.00%) Spark Streaming
6 3 (3.00%) Spring
7 2 (2.00%) HTML
7 2 (2.00%) React
8 1 (1.00%) CSS
8 1 (1.00%) Elastic Stack
8 1 (1.00%) Node.js
8 1 (1.00%) RESTful
Miscellaneous
1 26 (26.00%) Analytical Skills
2 22 (22.00%) Greenfield Project
3 9 (9.00%) Enterprise Software
4 5 (5.00%) Private Cloud
4 5 (5.00%) User Experience
5 4 (4.00%) Computer Science
5 4 (4.00%) Foreign Exchange (FX)
5 4 (4.00%) Self-Motivation
6 2 (2.00%) Bitcoin
6 2 (2.00%) Digital Currency
7 1 (1.00%) Algorithms
7 1 (1.00%) Digital Media
7 1 (1.00%) Equities
7 1 (1.00%) Fintech
7 1 (1.00%) Fixed Income
7 1 (1.00%) FMCG
7 1 (1.00%) Internet of Things
7 1 (1.00%) Management Information System
7 1 (1.00%) Mobile App
7 1 (1.00%) Virtual Team
Operating Systems
1 17 (17.00%) Linux
2 10 (10.00%) Windows
3 5 (5.00%) Windows Server
3 5 (5.00%) Windows Server 2012
4 4 (4.00%) Unix
5 1 (1.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 68 (68.00%) Agile Software Development
2 29 (29.00%) Business Intelligence
3 28 (28.00%) Scrum
4 26 (26.00%) Problem-Solving
5 22 (22.00%) Visualisation
6 21 (21.00%) DevOps
7 15 (15.00%) ETL
8 14 (14.00%) Software Delivery
9 13 (13.00%) Data Architecture
9 13 (13.00%) Enterprise Architecture
9 13 (13.00%) Stakeholder Management
10 12 (12.00%) Continuous Delivery
10 12 (12.00%) Multithreading
11 11 (11.00%) Analytics
11 11 (11.00%) Data Engineering
11 11 (11.00%) Microservices
11 11 (11.00%) Migration
12 10 (10.00%) Data Management
12 10 (10.00%) Master Data Management
13 9 (9.00%) Metadata Management
Programming Languages
1 42 (42.00%) Java
2 29 (29.00%) SQL
3 19 (19.00%) Scala
4 18 (18.00%) Python
5 14 (14.00%) Shell Script
6 10 (10.00%) C#
7 7 (7.00%) PowerShell
7 7 (7.00%) T-SQL
8 6 (6.00%) Data Analysis Expressions (DAX)
8 6 (6.00%) Perl
9 5 (5.00%) Bash Shell
10 4 (4.00%) VBA
11 2 (2.00%) C
11 2 (2.00%) Java 8
11 2 (2.00%) JavaScript
11 2 (2.00%) R
Qualifications
1 5 (5.00%) Degree
2 1 (1.00%) Computer Science Degree
2 1 (1.00%) PhD
Quality Assurance & Compliance
1 9 (9.00%) GDPR
2 3 (3.00%) Data Quality
3 1 (1.00%) GCP
3 1 (1.00%) QA
System Software
1 11 (11.00%) Docker
2 5 (5.00%) Virtual Machines
3 2 (2.00%) Apache Flume
3 2 (2.00%) Apache ZooKeeper
Systems Management
1 11 (11.00%) Hadoop YARN
2 10 (10.00%) Kubernetes
3 5 (5.00%) Docker Swarm
3 5 (5.00%) Opscode Chef
3 5 (5.00%) Rancher
3 5 (5.00%) Terraform
4 2 (2.00%) Oozie
5 1 (1.00%) Kibana
Vendors
1 26 (26.00%) Microsoft
2 13 (13.00%) Google
2 13 (13.00%) Tableau
3 10 (10.00%) Cloudera
4 8 (8.00%) Oracle
5 7 (7.00%) MapR
6 6 (6.00%) Informatica
7 5 (5.00%) Talend
8 3 (3.00%) Teradata
9 2 (2.00%) DataFlux
10 1 (1.00%) Ab Initio
10 1 (1.00%) Alteryx
10 1 (1.00%) Red Hat