Period
to 20 July 2018

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 20 July 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure HDInsight
UK > England
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 1052 1149 1214
Rank change year-on-year +97 +65 +51
Permanent jobs citing HDInsight 100 35 46
As % of all permanent IT jobs advertised in England 0.061% 0.021% 0.024%
As % of the Database & Business Intelligence category 0.20% 0.069% 0.080%
Number of salaries quoted 94 33 32
England median annual salary £60,000 £60,000 £76,250
Median salary % change year-on-year - -21.31% +12.96%
10th Percentile £47,500 £40,500 £42,500
90th Percentile £104,625 £76,250 £116,250
UK median annual salary £60,000 £60,000 £76,250
% change year-on-year - -21.31% +12.96%

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 49,739 50,788 57,799
As % of all permanent IT jobs advertised in England 30.42% 30.45% 30.25%
Number of salaries quoted 40,727 43,019 49,905
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 20 July 2018.

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 20 July 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
London +30 38 £95,000 +58.33% 3
East of England - 28 £60,000 -
North of England - 16 £60,000 -
Yorkshire - 16 £60,000 -
Midlands +16 15 £60,000 -
West Midlands - 15 £60,000 -
South East -4 12 £58,750 +9.30% 1
South West +5 4 £56,250 +17.19%
HDInsight
UK

For the 6 months to 20 July 2018, IT jobs citing HDInsight 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 England region with a requirement for HDInsight.

1 98 (98.00%) Microsoft Azure
2 88 (88.00%) Business Intelligence
3 87 (87.00%) Data Lake
4 85 (85.00%) SQL
5 84 (84.00%) SQL Server Integration Services
6 82 (82.00%) SQL Server
7 77 (77.00%) SQL Server Analysis Services
8 76 (76.00%) Azure Data Factory
9 65 (65.00%) SQL Server Reporting Services
10 62 (62.00%) Analytics
11 54 (54.00%) Power BI
12 48 (48.00%) Microsoft
13 43 (43.00%) Migration
14 42 (42.00%) Data Warehouse
15 38 (38.00%) Azure SQL Database
16 35 (35.00%) NoSQL
17 34 (34.00%) Data Analytics
18 33 (33.00%) Hadoop
19 31 (31.00%) T-SQL
19 31 (31.00%) Azure SQL Data Warehouse
20 30 (30.00%) PowerShell
21 29 (29.00%) Data Virtualisation
22 28 (28.00%) Big Data
23 27 (27.00%) Performance Tuning
24 23 (23.00%) Advertising
24 23 (23.00%) HDFS
25 21 (21.00%) SQL Server 2014
26 18 (18.00%) Cosmos DB
26 18 (18.00%) Driving Licence
26 18 (18.00%) SQL Server 2012

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 8 (8.00%) Apache Spark
2 2 (2.00%) Apache
2 2 (2.00%) IIS
3 1 (1.00%) Apache Pig
Business Applications
1 2 (2.00%) Dynamics CRM
Cloud Services
1 98 (98.00%) Microsoft Azure
2 76 (76.00%) Azure Data Factory
3 17 (17.00%) Cortana Intelligence Suite
4 11 (11.00%) Data Lake Analytics
5 9 (9.00%) Amazon AWS
6 7 (7.00%) PaaS
7 5 (5.00%) Google Cloud Platform
7 5 (5.00%) IaaS
8 4 (4.00%) SaaS
9 3 (3.00%) Amazon EMR
10 2 (2.00%) Azure Active Directory
10 2 (2.00%) Azure Machine Learning
10 2 (2.00%) GitHub
Communications & Networking
1 2 (2.00%) Internet
2 1 (1.00%) Firewall
2 1 (1.00%) VLAN
2 1 (1.00%) VPN
Database & Business Intelligence
1 87 (87.00%) Data Lake
2 84 (84.00%) SQL Server Integration Services
3 82 (82.00%) SQL Server
4 77 (77.00%) SQL Server Analysis Services
5 65 (65.00%) SQL Server Reporting Services
6 54 (54.00%) Power BI
7 42 (42.00%) Data Warehouse
8 38 (38.00%) Azure SQL Database
9 35 (35.00%) NoSQL
10 33 (33.00%) Hadoop
11 31 (31.00%) Azure SQL Data Warehouse
12 28 (28.00%) Big Data
13 21 (21.00%) SQL Server 2014
14 18 (18.00%) Cosmos DB
14 18 (18.00%) SQL Server 2012
15 9 (9.00%) MySQL
16 8 (8.00%) Microsoft Analysis Services
17 6 (6.00%) PowerPivot
18 4 (4.00%) Apache Hive
19 3 (3.00%) SQL Server 2016
Development Applications
1 2 (2.00%) Visual Studio
2 1 (1.00%) Team Foundation Server
2 1 (1.00%) Visual Studio Team System
General
1 23 (23.00%) Advertising
2 11 (11.00%) Finance
3 5 (5.00%) Retail
4 2 (2.00%) Banking
4 2 (2.00%) Manufacturing
4 2 (2.00%) Marketing
Job Titles
1 30 (30.00%) DBA
2 28 (28.00%) SQL DBA
3 27 (27.00%) Consultant
4 26 (26.00%) Architect
5 23 (23.00%) Azure Architect
6 17 (17.00%) SQL Server DBA
7 15 (15.00%) Data Consultant
8 14 (14.00%) Administrator
8 14 (14.00%) Lead Architect
8 14 (14.00%) Senior DBA
9 13 (13.00%) Business Intelligence Consultant
9 13 (13.00%) Developer
10 12 (12.00%) Senior SQL DBA
11 11 (11.00%) Azure Consultant
12 9 (9.00%) Business Consultant
13 8 (8.00%) Data Architect
13 8 (8.00%) Data Warehouse Consultant
14 7 (7.00%) Data Engineer
14 7 (7.00%) Senior Developer
15 6 (6.00%) SSIS Developer
Libraries, Frameworks & Software Standards
1 10 (10.00%) .NET
2 2 (2.00%) Kafka
3 1 (1.00%) ASP.NET
3 1 (1.00%) COM
3 1 (1.00%) CSS
3 1 (1.00%) HTML
3 1 (1.00%) HTML5
Miscellaneous
1 18 (18.00%) Driving Licence
2 8 (8.00%) Self-Motivation
3 7 (7.00%) Public Cloud
4 6 (6.00%) Analytical Skills
5 4 (4.00%) Computer Science
6 2 (2.00%) Blog
6 2 (2.00%) Internet of Things
6 2 (2.00%) Life Science
6 2 (2.00%) Linux Command Line
6 2 (2.00%) Social Media
Operating Systems
1 5 (5.00%) Windows
2 3 (3.00%) Android
2 3 (3.00%) Apple iOS
3 2 (2.00%) Linux
3 2 (2.00%) Mac OS
4 1 (1.00%) VMS
Processes & Methodologies
1 88 (88.00%) Business Intelligence
2 62 (62.00%) Analytics
3 43 (43.00%) Migration
4 34 (34.00%) Data Analytics
5 29 (29.00%) Data Virtualisation
6 27 (27.00%) Performance Tuning
7 16 (16.00%) Machine Learning
8 14 (14.00%) ETL
8 14 (14.00%) Information Management
9 13 (13.00%) Data Migration
10 10 (10.00%) Agile Software Development
11 9 (9.00%) Data Management
11 9 (9.00%) Kimball Methodology
12 7 (7.00%) Data Integration
12 7 (7.00%) Data Science
12 7 (7.00%) Dimensional Modelling
13 6 (6.00%) Continuous Integration
13 6 (6.00%) Performance Management
13 6 (6.00%) Service Management
13 6 (6.00%) SOA
Programming Languages
1 85 (85.00%) SQL
2 31 (31.00%) T-SQL
3 30 (30.00%) PowerShell
4 10 (10.00%) C#
5 8 (8.00%) Python
6 4 (4.00%) R
7 3 (3.00%) Java
8 2 (2.00%) Bash Shell
8 2 (2.00%) C
8 2 (2.00%) C++
8 2 (2.00%) JavaScript
8 2 (2.00%) U-SQL
9 1 (1.00%) HiveQL
9 1 (1.00%) Scala
9 1 (1.00%) VB.NET
Qualifications
1 5 (5.00%) Degree
2 4 (4.00%) Computer Science Degree
3 2 (2.00%) MCSA
3 2 (2.00%) MCSE
3 2 (2.00%) Microsoft Certification
Quality Assurance & Compliance
1 6 (6.00%) Data Quality
System Software
1 23 (23.00%) HDFS
2 5 (5.00%) Docker
3 2 (2.00%) Active Directory
3 2 (2.00%) Apache Flume
Systems Management
1 5 (5.00%) Kubernetes
2 4 (4.00%) Docker Swarm
3 1 (1.00%) SCOrch
Vendors
1 48 (48.00%) Microsoft
2 8 (8.00%) Cognizant
3 6 (6.00%) Oracle
4 5 (5.00%) Google
5 4 (4.00%) Hortonworks
5 4 (4.00%) Informatica
5 4 (4.00%) Talend
6 3 (3.00%) IBM
6 3 (3.00%) Xamarin
7 2 (2.00%) Cloudera
7 2 (2.00%) MapR
7 2 (2.00%) ServiceNow