Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for HDInsight skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited HDInsight over the 6 months to 15 December 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure HDInsight
UK > England
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 1061 1129 1242
Rank change year-on-year +68 +113 +27
Permanent jobs citing HDInsight 100 66 31
As % of all permanent IT jobs advertised in England 0.060% 0.038% 0.015%
As % of the Database & Business Intelligence category 0.20% 0.13% 0.049%
Number of salaries quoted 83 61 27
England median annual salary £72,500 £65,000 £67,500
Median salary % change year-on-year +11.54% -3.70% +22.73%
10th Percentile £43,750 £40,000 £40,000
90th Percentile £90,000 £95,000 £104,000
UK median annual salary £70,000 £65,000 £67,500
% change year-on-year +7.69% -3.70% +22.73%

HDInsight 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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50920 51977 63900
As % of all permanent IT jobs advertised in England 30.30% 29.72% 31.53%
Number of salaries quoted 42371 44826 54541
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,750 £28,750
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

HDInsight
Job Vacancy Trend in England

Job postings citing HDInsight as a percentage of all IT jobs advertised in England.

Job vacancy trend for HDInsight in England

HDInsight
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing HDInsight in England.

Salary trend for HDInsight in England

HDInsight
Salary Histogram in England

The salary distribution of IT jobs citing HDInsight in England over the 6 months to 15 December 2017.

Salary histogram for HDInsight in England

HDInsight
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HDInsight within the England region over the 6 months to 15 December 2017. 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
London +17 65 £75,000 -1.64% 6
South East +64 21 £50,000 +8.11%
Midlands +22 4 £60,000 -22.58% 3
West Midlands +3 4 £60,000 -22.58% 1
South West - 4 £57,500 - 1
North of England +5 3 £60,000 +29.73% 1
North West - 3 £60,000 - 1
East of England - 2 - - 2
HDInsight
UK

For the 6 months to 15 December 2017, IT jobs citing HDInsight 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 England region with a requirement for HDInsight.

1 97 (97.00%) Microsoft Azure
2 85 (85.00%) Analytics
3 71 (71.00%) Microsoft
4 68 (68.00%) Big Data
5 67 (67.00%) SQL Server
6 65 (65.00%) Business Intelligence
7 61 (61.00%) SQL
8 58 (58.00%) Data Warehouse
9 55 (55.00%) Power BI
10 52 (52.00%) SQL Server Integration Services
11 51 (51.00%) Machine Learning
11 51 (51.00%) Data Lake
12 49 (49.00%) SQL Server Analysis Services
13 48 (48.00%) Azure Data Factory
14 42 (42.00%) Agile Software Development
15 36 (36.00%) SQL Server Reporting Services
16 35 (35.00%) Hadoop
17 32 (32.00%) Apache Spark
18 29 (29.00%) Scrum
19 28 (28.00%) R
20 26 (26.00%) Data Analytics
20 26 (26.00%) .NET
20 26 (26.00%) Cortana Intelligence Suite
21 25 (25.00%) Python
22 23 (23.00%) C#
22 23 (23.00%) Tableau
22 23 (23.00%) Azure SQL Data Warehouse
23 22 (22.00%) Continuous Integration
24 20 (20.00%) JavaScript
25 19 (19.00%) Visualisation

HDInsight
Co-occurring IT Skills in England 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 32 (32.00%) Apache Spark
2 17 (17.00%) Apache
3 7 (7.00%) GeoServer
4 2 (2.00%) Apache Pig
4 2 (2.00%) Jetty
4 2 (2.00%) nginx
5 1 (1.00%) SAS
Applications
1 2 (2.00%) Microsoft Excel
2 1 (1.00%) HipChat
2 1 (1.00%) SPSS
Cloud Services
1 97 (97.00%) Microsoft Azure
2 48 (48.00%) Azure Data Factory
3 26 (26.00%) Cortana Intelligence Suite
4 12 (12.00%) Azure Machine Learning
5 9 (9.00%) IaaS
6 8 (8.00%) Amazon AWS
7 6 (6.00%) PaaS
7 6 (6.00%) SaaS
8 5 (5.00%) Data Lake Analytics
9 4 (4.00%) AWS Lambda
9 4 (4.00%) Google Cloud Platform
9 4 (4.00%) Serverless
10 2 (2.00%) Amazon S3
10 2 (2.00%) GitHub
11 1 (1.00%) Amazon EC2
11 1 (1.00%) Amazon EMR
11 1 (1.00%) Amazon Kinesis
11 1 (1.00%) CloudFront
11 1 (1.00%) Route 53
11 1 (1.00%) Virtual Private Cloud
Database & Business Intelligence
1 68 (68.00%) Big Data
2 67 (67.00%) SQL Server
3 58 (58.00%) Data Warehouse
4 55 (55.00%) Power BI
5 52 (52.00%) SQL Server Integration Services
6 51 (51.00%) Data Lake
7 49 (49.00%) SQL Server Analysis Services
8 36 (36.00%) SQL Server Reporting Services
9 35 (35.00%) Hadoop
10 23 (23.00%) Azure SQL Data Warehouse
11 18 (18.00%) NoSQL
12 16 (16.00%) Azure SQL Database
13 12 (12.00%) MySQL
14 9 (9.00%) HBase
14 9 (9.00%) QlikView
15 8 (8.00%) MongoDB
15 8 (8.00%) SQL Server 2016
16 6 (6.00%) Apache Cassandra
16 6 (6.00%) NewSQL
16 6 (6.00%) Relational Database
Development Applications
1 5 (5.00%) Visual Studio
2 4 (4.00%) Git (software)
3 2 (2.00%) Babel
3 2 (2.00%) Bower
3 2 (2.00%) Grunt
3 2 (2.00%) Jenkins
3 2 (2.00%) Mocha
3 2 (2.00%) Talend Open Studio
3 2 (2.00%) Travis CI
4 1 (1.00%) Gradle
4 1 (1.00%) SQL Server Management Studio (SSMS)
General
1 17 (17.00%) Finance
2 10 (10.00%) Marketing
3 9 (9.00%) Advertising
3 9 (9.00%) Manufacturing
4 4 (4.00%) Retail
4 4 (4.00%) Telecoms
5 3 (3.00%) Electronics
6 1 (1.00%) Banking
6 1 (1.00%) Financial Institution
Job Titles
1 33 (33.00%) Architect
2 30 (30.00%) Developer
3 23 (23.00%) Azure Architect
4 20 (20.00%) Business Intelligence Consultant
4 20 (20.00%) Consultant
5 17 (17.00%) Lead Architect
6 14 (14.00%) Microsoft BI Consultant
6 14 (14.00%) Microsoft Consultant
7 13 (13.00%) Business Intelligence Developer
8 12 (12.00%) Data Architect
8 12 (12.00%) Data Engineer
9 8 (8.00%) Business Consultant
10 7 (7.00%) Data Warehouse Developer
10 7 (7.00%) Lead Developer
11 6 (6.00%) Analyst
11 6 (6.00%) Analyst Developer
11 6 (6.00%) Developer Analyst
11 6 (6.00%) Report Analyst
11 6 (6.00%) Solutions Architect
11 6 (6.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 26 (26.00%) .NET
2 13 (13.00%) HTML
3 12 (12.00%) CSS
4 7 (7.00%) ASP.NET
4 7 (7.00%) GeoTools
4 7 (7.00%) JTS
5 6 (6.00%) HTML5
5 6 (6.00%) RESTful
6 5 (5.00%) .NET Framework
6 5 (5.00%) AngularJS
6 5 (5.00%) ASP.NET Web API
6 5 (5.00%) CSS3
6 5 (5.00%) Entity Framework
6 5 (5.00%) NHibernate
7 2 (2.00%) Akka
7 2 (2.00%) Chai
7 2 (2.00%) Dropwizard
7 2 (2.00%) MDX
7 2 (2.00%) React
7 2 (2.00%) Sass
Miscellaneous
1 18 (18.00%) Analytical Skills
2 7 (7.00%) Computer Science
3 6 (6.00%) 3D Printing
3 6 (6.00%) Algorithms
3 6 (6.00%) IVR
3 6 (6.00%) Mobile Computing
3 6 (6.00%) Robotics
4 5 (5.00%) Driving Licence
4 5 (5.00%) N-Tier
5 3 (3.00%) Management Information System
6 1 (1.00%) Clustering
6 1 (1.00%) Fintech
6 1 (1.00%) Replication
Operating Systems
1 6 (6.00%) Windows
2 2 (2.00%) Linux
3 1 (1.00%) Red Hat Enterprise Linux
3 1 (1.00%) VMS
Processes & Methodologies
1 85 (85.00%) Analytics
2 65 (65.00%) Business Intelligence
3 51 (51.00%) Machine Learning
4 42 (42.00%) Agile Software Development
5 29 (29.00%) Scrum
6 26 (26.00%) Data Analytics
7 22 (22.00%) Continuous Integration
8 19 (19.00%) Visualisation
9 17 (17.00%) Migration
10 15 (15.00%) Data Migration
10 15 (15.00%) Software Engineering
11 14 (14.00%) Information Management
12 13 (13.00%) ETL
13 10 (10.00%) Data Modelling
13 10 (10.00%) Test Automation
13 10 (10.00%) Validation
13 10 (10.00%) Waterfall
14 9 (9.00%) Kimball Methodology
14 9 (9.00%) Microservices
15 8 (8.00%) Mentoring
Programming Languages
1 61 (61.00%) SQL
2 28 (28.00%) R
3 25 (25.00%) Python
4 23 (23.00%) C#
5 20 (20.00%) JavaScript
6 13 (13.00%) PowerShell
7 11 (11.00%) Java
8 10 (10.00%) T-SQL
9 8 (8.00%) Scala
10 7 (7.00%) VB.NET
11 5 (5.00%) U-SQL
Qualifications
1 9 (9.00%) Degree
2 5 (5.00%) Microsoft Certification
3 3 (3.00%) Computer Science Degree
4 2 (2.00%) Master's Degree
5 1 (1.00%) APMP
Quality Assurance & Compliance
1 4 (4.00%) QA
2 2 (2.00%) Data Quality
3 1 (1.00%) GDPR
System Software
1 7 (7.00%) HDFS
2 4 (4.00%) Virtual Machines
Systems Management
1 3 (3.00%) Terraform
2 1 (1.00%) Ansible
2 1 (1.00%) Opscode Chef
2 1 (1.00%) Puppet
Vendors
1 71 (71.00%) Microsoft
2 23 (23.00%) Tableau
3 15 (15.00%) Hortonworks
4 12 (12.00%) Google
4 12 (12.00%) Oracle
5 7 (7.00%) Twitter
6 6 (6.00%) Cognos
7 3 (3.00%) SAP
8 2 (2.00%) BMC
8 2 (2.00%) Databricks
8 2 (2.00%) IDERA
8 2 (2.00%) Talend
9 1 (1.00%) Birst
9 1 (1.00%) Red Hat
9 1 (1.00%) Salesforce.com