Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Big Data
England > East Midlands
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 113 105 169
Rank change year-on-year -8 +64 +31
Permanent jobs citing Big Data 118 140 91
As % of all permanent IT jobs advertised in the East Midlands 2.40% 2.61% 1.40%
As % of the Database & Business Intelligence category 6.99% 8.45% 4.40%
Number of salaries quoted 104 150 66
East Midlands median annual salary £66,250 £51,500 £61,500
Median salary % change year-on-year +28.64% -16.26% -10.55%
10th Percentile £40,600 £29,250 £38,750
90th Percentile £95,000 £82,500 £82,500
England median annual salary £65,000 £62,500 £60,500
% change year-on-year +4.00% +3.31% +0.83%

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 1,687 1,656 2,067
As % of all permanent IT jobs advertised in the East Midlands 34.35% 30.83% 31.90%
Number of salaries quoted 1,462 1,403 1,668
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 £61,250 £61,250 £57,500
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 15 August 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 15 August 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 +5 64 £55,000 -15.38% 13
Northamptonshire +17 44 £90,000 +195.08% 4
Leicestershire -2 4 £42,000 -8.20% 1
Derbyshire -31 2 £69,000 +62.35% 2
Big Data
England

For the 6 months to 15 August 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 58 (49.15%) Agile Software Development
2 56 (47.46%) Hadoop
3 51 (43.22%) Data Warehouse
4 48 (40.68%) Apache Spark
5 47 (39.83%) Java
6 46 (38.98%) Business Intelligence
7 42 (35.59%) SQL
7 42 (35.59%) Visualisation
8 35 (29.66%) Microsoft Azure
9 29 (24.58%) SQL Server
10 27 (22.88%) Python
10 27 (22.88%) Amazon AWS
11 25 (21.19%) Enterprise Architecture
12 23 (19.49%) Problem-Solving
13 22 (18.64%) Scala
13 22 (18.64%) Analytics
14 21 (17.80%) Master Data Management
14 21 (17.80%) .NET
14 21 (17.80%) Finance
15 20 (16.95%) Metadata Management
15 20 (16.95%) NoSQL
16 19 (16.10%) Cloudera
16 19 (16.10%) Retail
16 19 (16.10%) Zachman Framework
16 19 (16.10%) TOGAF
16 19 (16.10%) Microsoft
16 19 (16.10%) IT Strategy
16 19 (16.10%) Power BI
17 18 (15.25%) Google Cloud Platform
17 18 (15.25%) Data Architecture

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 48 (40.68%) Apache Spark
2 12 (10.17%) SAS
3 6 (5.08%) Elasticsearch
4 3 (2.54%) NServiceBus
Applications
1 8 (6.78%) Microsoft Excel
2 1 (0.85%) SPSS
Business Applications
1 1 (0.85%) Dynamics AX
1 1 (0.85%) Dynamics CRM
Cloud Services
1 35 (29.66%) Microsoft Azure
2 27 (22.88%) Amazon AWS
3 18 (15.25%) Google Cloud Platform
4 13 (11.02%) Cloud Computing
5 9 (7.63%) IBM Cloud
6 4 (3.39%) SaaS
7 1 (0.85%) Amazon EMR
Communications & Networking
1 2 (1.69%) Kerberos
2 1 (0.85%) TCP/IP
Database & Business Intelligence
1 56 (47.46%) Hadoop
2 51 (43.22%) Data Warehouse
3 29 (24.58%) SQL Server
4 20 (16.95%) NoSQL
5 19 (16.10%) Power BI
6 12 (10.17%) HBase
6 12 (10.17%) SQL Server Integration Services
7 11 (9.32%) BigQuery
7 11 (9.32%) SQL Server Analysis Services
7 11 (9.32%) SQL Server Reporting Services
8 9 (7.63%) Star Schema
9 8 (6.78%) Data Lake
9 8 (6.78%) MongoDB
10 7 (5.93%) Flink
11 6 (5.08%) Apache Cassandra
11 6 (5.08%) Apache Hive
11 6 (5.08%) Azure SQL Data Warehouse
11 6 (5.08%) Impala
11 6 (5.08%) Looker
12 5 (4.24%) QlikView
Development Applications
1 8 (6.78%) Jenkins
1 8 (6.78%) Octopus Deploy
2 5 (4.24%) Git (software)
2 5 (4.24%) Team Foundation Server
3 4 (3.39%) Visual Studio
4 3 (2.54%) Bitbucket
5 2 (1.69%) Atlassian Bamboo
5 2 (1.69%) GitLab
5 2 (1.69%) Gradle
General
1 21 (17.80%) Finance
2 19 (16.10%) Retail
3 13 (11.02%) Banking
4 6 (5.08%) Electronics
5 3 (2.54%) French Language
5 3 (2.54%) German Language
6 2 (1.69%) Investment Banking
6 2 (1.69%) Law
6 2 (1.69%) Telecoms
7 1 (0.85%) Advertising
7 1 (0.85%) Financial Institution
7 1 (0.85%) Games
7 1 (0.85%) General Ledger
Job Titles
1 35 (29.66%) Architect
2 26 (22.03%) Data Architect
3 24 (20.34%) Developer
4 23 (19.49%) Data Engineer
5 20 (16.95%) Big Data Architect
5 20 (16.95%) Enterprise Architect
6 19 (16.10%) Big Data Engineer
7 17 (14.41%) Enterprise Data Architect
8 9 (7.63%) Hadoop Engineer
9 8 (6.78%) Java Developer
10 7 (5.93%) Big Data Developer
10 7 (5.93%) Senior Developer
11 6 (5.08%) Business Intelligence Developer
11 6 (5.08%) DevOps Engineer
12 5 (4.24%) Analyst
12 5 (4.24%) Head of Architecture
12 5 (4.24%) Head of Data Architecture
12 5 (4.24%) Technical Architect
13 4 (3.39%) Cloud Engineer
13 4 (3.39%) Enterprise Technical Architect
Libraries, Frameworks & Software Standards
1 21 (17.80%) .NET
2 10 (8.47%) Kafka
3 9 (7.63%) AngularJS
4 8 (6.78%) ASP.NET
4 8 (6.78%) ASP.NET MVC
5 7 (5.93%) JSON
5 7 (5.93%) XML
6 6 (5.08%) jQuery
6 6 (5.08%) Web Services
7 5 (4.24%) .NET Core
7 5 (4.24%) ASP.NET MVC 5
7 5 (4.24%) ASP.NET Web API
7 5 (4.24%) Spring
8 4 (3.39%) MDX
8 4 (3.39%) REST
9 3 (2.54%) J2EE
9 3 (2.54%) Node.js
9 3 (2.54%) React
10 2 (1.69%) HTML
10 2 (1.69%) RESTful
Miscellaneous
1 17 (14.41%) Analytical Skills
2 16 (13.56%) Greenfield Project
3 12 (10.17%) Computer Science
4 8 (6.78%) Self-Motivation
5 5 (4.24%) Data Structures
5 5 (4.24%) Private Cloud
6 4 (3.39%) Enterprise Software
6 4 (3.39%) Public Cloud
7 3 (2.54%) Algorithms
7 3 (2.54%) Foreign Exchange (FX)
7 3 (2.54%) Mobile App
8 2 (1.69%) Credit Risk
8 2 (1.69%) Data Centre
8 2 (1.69%) Digital Media
9 1 (0.85%) Bitcoin
9 1 (0.85%) Digital Currency
9 1 (0.85%) Fintech
9 1 (0.85%) FMCG
9 1 (0.85%) User Experience
9 1 (0.85%) Virtual Team
Operating Systems
1 6 (5.08%) Windows
1 6 (5.08%) Windows Server
2 5 (4.24%) Unix
2 5 (4.24%) Windows Server 2012
3 4 (3.39%) Linux
4 1 (0.85%) Red Hat Enterprise Linux
Processes & Methodologies
1 58 (49.15%) Agile Software Development
2 46 (38.98%) Business Intelligence
3 42 (35.59%) Visualisation
4 25 (21.19%) Enterprise Architecture
5 23 (19.49%) Problem-Solving
6 22 (18.64%) Analytics
7 21 (17.80%) Master Data Management
8 20 (16.95%) Metadata Management
9 19 (16.10%) IT Strategy
9 19 (16.10%) TOGAF
9 19 (16.10%) Zachman Framework
10 18 (15.25%) Data Architecture
11 17 (14.41%) Data Modelling
12 15 (12.71%) Scrum
13 14 (11.86%) Data Engineering
13 14 (11.86%) Open Source
13 14 (11.86%) Software Engineering
14 12 (10.17%) Data Science
14 12 (10.17%) ETL
15 11 (9.32%) Stakeholder Management
Programming Languages
1 47 (39.83%) Java
2 42 (35.59%) SQL
3 27 (22.88%) Python
4 22 (18.64%) Scala
5 16 (13.56%) C#
6 12 (10.17%) PowerShell
7 7 (5.93%) R
8 6 (5.08%) JavaScript
8 6 (5.08%) MATLAB
9 5 (4.24%) C++
9 5 (4.24%) T-SQL
10 4 (3.39%) Data Analysis Expressions (DAX)
10 4 (3.39%) Java 8
10 4 (3.39%) VBA
11 2 (1.69%) PHP
12 1 (0.85%) C
12 1 (0.85%) Perl
12 1 (0.85%) TypeScript
Qualifications
1 15 (12.71%) Degree
2 5 (4.24%) Computer Science Degree
3 1 (0.85%) PhD
Quality Assurance & Compliance
1 13 (11.02%) GDPR
2 9 (7.63%) Data Quality
3 2 (1.69%) GCP
4 1 (0.85%) PCI DSS
4 1 (0.85%) QA
System Software
1 6 (5.08%) Docker
2 5 (4.24%) Virtual Machines
3 2 (1.69%) Apache Flume
3 2 (1.69%) Apache ZooKeeper
Systems Management
1 7 (5.93%) Oozie
2 6 (5.08%) Opscode Chef
3 5 (4.24%) Kubernetes
3 5 (4.24%) Terraform
4 2 (1.69%) Hadoop YARN
4 2 (1.69%) Puppet
Vendors
1 19 (16.10%) Cloudera
1 19 (16.10%) Microsoft
2 17 (14.41%) Tableau
3 16 (13.56%) Google
4 14 (11.86%) Oracle
5 7 (5.93%) MapR
6 5 (4.24%) Teradata
7 3 (2.54%) Informatica
8 2 (1.69%) Talend
9 1 (0.85%) Ab Initio
9 1 (0.85%) Alteryx
9 1 (0.85%) Red Hat