Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure HDInsight
UK > England
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 1088 1086 1164
Rank change year-on-year -2 +78 +103
Permanent jobs citing HDInsight 39 72 65
As % of all permanent IT jobs advertised in England 0.025% 0.044% 0.036%
As % of the Database & Business Intelligence category 0.086% 0.14% 0.12%
Number of salaries quoted 29 64 51
England median annual salary £65,000 £65,000 £75,000
Median salary % change year-on-year - -13.33% +13.21%
10th Percentile £55,000 £41,475 £43,750
90th Percentile £97,050 £87,500 £97,500
UK median annual salary £65,000 £65,000 £75,000
% change year-on-year - -13.33% +13.21%

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 45,219 49,779 53,531
As % of all permanent IT jobs advertised in England 29.50% 30.35% 29.60%
Number of salaries quoted 37,045 41,310 46,096
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £83,750 £77,500 £76,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 18 October 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 18 October 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 +12 22 £90,000 +20.00% 6
South East -6 8 £58,750 +17.50% 4
West Midlands - 6 £60,000 -
Midlands - 6 £60,000 -
East of England - 2 £60,000 -
South West -5 1 £57,500 -28.13% 1
Yorkshire - 1 £60,000 -
North of England - 1 £60,000 -
HDInsight
UK

For the 6 months to 18 October 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 39 (100.00%) Microsoft Azure
2 34 (87.18%) Business Intelligence
3 33 (84.62%) SQL
3 33 (84.62%) Data Lake
4 31 (79.49%) Analytics
5 27 (69.23%) SQL Server Integration Services
6 26 (66.67%) SQL Server Analysis Services
6 26 (66.67%) SQL Server
6 26 (66.67%) Power BI
7 25 (64.10%) Microsoft
7 25 (64.10%) SQL Server Reporting Services
8 23 (58.97%) Azure SQL Database
9 21 (53.85%) Data Warehouse
9 21 (53.85%) Azure SQL Data Warehouse
10 18 (46.15%) Hadoop
11 16 (41.03%) Azure Data Factory
12 15 (38.46%) SQL Server 2014
12 15 (38.46%) .NET
12 15 (38.46%) C#
13 14 (35.90%) Big Data
14 12 (30.77%) Data Analytics
14 12 (30.77%) Advertising
14 12 (30.77%) Data Modelling
15 11 (28.21%) Python
15 11 (28.21%) Agile Software Development
15 11 (28.21%) Machine Learning
15 11 (28.21%) SQL Server 2012
15 11 (28.21%) HDFS
15 11 (28.21%) Driving Licence
16 10 (25.64%) Continuous Integration

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 7 (17.95%) Apache Spark
2 4 (10.26%) SAS
3 3 (7.69%) Apache
3 3 (7.69%) Apache Solr
4 1 (2.56%) Apache Pig
Cloud Services
1 39 (100.00%) Microsoft Azure
2 16 (41.03%) Azure Data Factory
3 9 (23.08%) Data Lake Analytics
4 6 (15.38%) Amazon AWS
4 6 (15.38%) Cortana Intelligence Suite
5 5 (12.82%) Azure Machine Learning
5 5 (12.82%) PaaS
6 2 (5.13%) Amazon CloudWatch
6 2 (5.13%) Amazon EMR
7 1 (2.56%) IaaS
Communications & Networking
1 1 (2.56%) Firewall
1 1 (2.56%) VLAN
1 1 (2.56%) VPN
Database & Business Intelligence
1 33 (84.62%) Data Lake
2 27 (69.23%) SQL Server Integration Services
3 26 (66.67%) Power BI
3 26 (66.67%) SQL Server
3 26 (66.67%) SQL Server Analysis Services
4 25 (64.10%) SQL Server Reporting Services
5 23 (58.97%) Azure SQL Database
6 21 (53.85%) Azure SQL Data Warehouse
6 21 (53.85%) Data Warehouse
7 18 (46.15%) Hadoop
8 15 (38.46%) SQL Server 2014
9 14 (35.90%) Big Data
10 11 (28.21%) SQL Server 2012
11 9 (23.08%) Cosmos DB
12 6 (15.38%) NoSQL
13 5 (12.82%) PowerPivot
13 5 (12.82%) Relational Database
14 4 (10.26%) Biml
14 4 (10.26%) Enterprise Data Warehouse
14 4 (10.26%) MongoDB
Development Applications
1 4 (10.26%) ER Studio
1 4 (10.26%) ERwin
1 4 (10.26%) Visual Studio
2 2 (5.13%) Jenkins
2 2 (5.13%) Visual Studio Team System
3 1 (2.56%) Octopus Deploy
3 1 (2.56%) Team Foundation Server
3 1 (2.56%) TeamCity
General
1 12 (30.77%) Advertising
2 5 (12.82%) Finance
3 2 (5.13%) Telecoms
4 1 (2.56%) Retail
Job Titles
1 14 (35.90%) Consultant
2 12 (30.77%) Architect
3 10 (25.64%) Azure Architect
4 9 (23.08%) Business Intelligence Consultant
4 9 (23.08%) Developer
5 8 (20.51%) Business Consultant
5 8 (20.51%) Data Architect
6 5 (12.82%) .NET Developer
6 5 (12.82%) Business Developer
6 5 (12.82%) Business Intelligence Developer
6 5 (12.82%) C# .NET Developer
6 5 (12.82%) C# Developer
6 5 (12.82%) Data Consultant
6 5 (12.82%) Power BI Developer
6 5 (12.82%) Senior .NET Developer
6 5 (12.82%) Senior Business Intelligence Developer
6 5 (12.82%) Senior C# .NET Developer
6 5 (12.82%) Senior C# Developer
6 5 (12.82%) Senior Developer
6 5 (12.82%) SSRS Developer
Libraries, Frameworks & Software Standards
1 15 (38.46%) .NET
2 9 (23.08%) Kafka
3 4 (10.26%) ASP.NET
4 1 (2.56%) CSS
4 1 (2.56%) HTML
4 1 (2.56%) HTML5
4 1 (2.56%) SparkR
Miscellaneous
1 11 (28.21%) Driving Licence
2 5 (12.82%) Self-Motivation
3 4 (10.26%) Cloud Native
4 3 (7.69%) Greenfield Project
5 2 (5.13%) Analytical Skills
5 2 (5.13%) Computer Science
6 1 (2.56%) Blog
6 1 (2.56%) Public Cloud
6 1 (2.56%) Replication
Operating Systems
1 3 (7.69%) Windows
2 1 (2.56%) Android
2 1 (2.56%) Apple iOS
2 1 (2.56%) VMS
Processes & Methodologies
1 34 (87.18%) Business Intelligence
2 31 (79.49%) Analytics
3 12 (30.77%) Data Analytics
3 12 (30.77%) Data Modelling
4 11 (28.21%) Agile Software Development
4 11 (28.21%) Machine Learning
5 10 (25.64%) Continuous Integration
6 8 (20.51%) Data Strategy
6 8 (20.51%) ETL
7 7 (17.95%) Data Governance
7 7 (17.95%) Project Management
7 7 (17.95%) Requirements Analysis
8 6 (15.38%) Data Science
8 6 (15.38%) Microservices
8 6 (15.38%) Test Automation
9 5 (12.82%) Continuous Improvement
9 5 (12.82%) DevOps
9 5 (12.82%) Dimensional Modelling
9 5 (12.82%) Kimball Methodology
9 5 (12.82%) Presales
Programming Languages
1 33 (84.62%) SQL
2 15 (38.46%) C#
3 11 (28.21%) Python
4 8 (20.51%) R
5 6 (15.38%) T-SQL
6 5 (12.82%) JavaScript
6 5 (12.82%) PowerShell
7 4 (10.26%) VB.NET
8 2 (5.13%) Java
9 1 (2.56%) U-SQL
Qualifications
1 3 (7.69%) MCSA
1 3 (7.69%) MCSE
1 3 (7.69%) Microsoft Certification
2 2 (5.13%) Degree
Quality Assurance & Compliance
1 7 (17.95%) Data Quality
2 3 (7.69%) QA
System Software
1 11 (28.21%) HDFS
2 3 (7.69%) Docker
Systems Management
1 3 (7.69%) Opscode Chef
1 3 (7.69%) Puppet
1 3 (7.69%) Terraform
2 2 (5.13%) Ansible
2 2 (5.13%) Grafana
2 2 (5.13%) Hadoop YARN
2 2 (5.13%) Kibana
2 2 (5.13%) Prometheus
3 1 (2.56%) Kubernetes
3 1 (2.56%) SCOrch
Vendors
1 25 (64.10%) Microsoft
2 7 (17.95%) Oracle
3 6 (15.38%) Hortonworks
4 4 (10.26%) Databricks
4 4 (10.26%) IDERA
5 1 (2.56%) MicroStrategy
5 1 (2.56%) Xamarin