Period
to 26 June 2019

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 6 months to 26 June 2019 with a comparison to the same period in the previous 2 years.

Data Integration
England > Yorkshire
6 months to
26 Jun 2019
Same period 2018 Same period 2017
Rank 257 254 275
Rank change year-on-year -3 +21 +23
Permanent jobs citing Data Integration 46 59 65
As % of all permanent IT jobs advertised in Yorkshire 0.60% 0.61% 0.61%
As % of the Processes & Methodologies category 0.66% 0.65% 0.65%
Number of salaries quoted 32 31 70
Yorkshire median annual salary £49,669 £60,000 £45,000
Median salary % change year-on-year -17.22% +33.33% -11.76%
10th Percentile £40,800 £42,500 £37,125
90th Percentile £63,354 £80,000 £67,500
England median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6,919 9,082 9,951
As % of all permanent IT jobs advertised in Yorkshire 90.40% 93.26% 92.76%
Number of salaries quoted 5,556 7,665 8,523
Yorkshire median annual salary £42,500 £42,500 £42,500
10th Percentile £25,500 £26,250 £26,250
90th Percentile £63,750 £61,250 £61,250
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.17%

Data Integration
Job Vacancy Trend in Yorkshire

Job postings citing Data Integration as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Integration in Yorkshire

Data Integration
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration in Yorkshire.

Salary trend for Data Integration in Yorkshire

Data Integration
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Integration in Yorkshire over the 6 months to 26 June 2019.

Salary histogram for Data Integration in Yorkshire

Data Integration
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the Yorkshire region over the 6 months to 26 June 2019. 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
West Yorkshire +42 43 £49,337 -26.91%
North Yorkshire -45 2 £46,750 -
East Yorkshire +1 1 £61,000 +10.91%
Data Integration
England

For the 6 months to 26 June 2019, IT jobs citing Data Integration 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 Yorkshire region with a requirement for Data Integration.

1 26 (56.52%) ETL
2 25 (54.35%) Agile Software Development
3 24 (52.17%) SQL
4 19 (41.30%) Data Architecture
5 18 (39.13%) Data Warehouse
6 17 (36.96%) Analytics
6 17 (36.96%) DevOps
6 17 (36.96%) Mentoring
7 16 (34.78%) Big Data
7 16 (34.78%) Data Modelling
8 14 (30.43%) Data Engineering
9 13 (28.26%) Java
9 13 (28.26%) Microsoft
9 13 (28.26%) Data Analysis
10 12 (26.09%) MongoDB
10 12 (26.09%) Project Management
10 12 (26.09%) Business Intelligence
10 12 (26.09%) Unix
10 12 (26.09%) Coaching
10 12 (26.09%) Data Transformation
10 12 (26.09%) Machine Learning
11 11 (23.91%) GitHub
11 11 (23.91%) Sqoop
11 11 (23.91%) Oozie
11 11 (23.91%) Data Reconciliation
11 11 (23.91%) Cloudera
11 11 (23.91%) Apache Flume
11 11 (23.91%) Apache Hive
11 11 (23.91%) Apache Spark
11 11 (23.91%) HDFS

Data Integration
Co-occurring IT Skills in Yorkshire 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 11 (23.91%) Apache Spark
2 3 (6.52%) SharePoint
3 1 (2.17%) Confluence
Applications
1 2 (4.35%) Microsoft Excel
2 1 (2.17%) MS Visio
Business Applications
1 1 (2.17%) Dynamics CRM
Cloud Services
1 11 (23.91%) GitHub
2 7 (15.22%) Amazon AWS
2 7 (15.22%) Microsoft Azure
3 6 (13.04%) Azure Stack
4 2 (4.35%) Power Platform
5 1 (2.17%) Amazon Kinesis
5 1 (2.17%) Amazon SageMaker
Database & Business Intelligence
1 18 (39.13%) Data Warehouse
2 16 (34.78%) Big Data
3 12 (26.09%) MongoDB
4 11 (23.91%) Apache Cassandra
4 11 (23.91%) Apache Hive
4 11 (23.91%) Hadoop
4 11 (23.91%) NoSQL
4 11 (23.91%) Sqoop
5 10 (21.74%) Data Lake
6 9 (19.57%) HBase
6 9 (19.57%) Spark SQL
7 8 (17.39%) SQL Server
7 8 (17.39%) SQL Server Integration Services
8 7 (15.22%) SQL Server Reporting Services
9 6 (13.04%) SQL Server Analysis Services
10 5 (10.87%) OLAP
10 5 (10.87%) OLTP
11 4 (8.70%) Pentaho
12 3 (6.52%) DTS
13 2 (4.35%) ROLAP
Development Applications
1 2 (4.35%) Git (software)
1 2 (4.35%) GitLab
1 2 (4.35%) JIRA
General
1 10 (21.74%) Finance
2 3 (6.52%) Pharmaceutical
3 2 (4.35%) Retail
4 1 (2.17%) Games
4 1 (2.17%) Legal
Job Titles
1 14 (30.43%) Data Engineer
2 11 (23.91%) Big Data Engineer
3 9 (19.57%) Developer
4 7 (15.22%) Architect
4 7 (15.22%) Senior Data Engineer
5 6 (13.04%) Business Intelligence Developer
6 4 (8.70%) Business Developer
6 4 (8.70%) Data Architect
6 4 (8.70%) Python Engineer
7 3 (6.52%) Analyst
7 3 (6.52%) AWS Engineer
7 3 (6.52%) Configuration Manager
7 3 (6.52%) SQL Developer
8 2 (4.35%) Analyst Developer
8 2 (4.35%) Business Intelligence Analyst
8 2 (4.35%) C# Developer
8 2 (4.35%) Data Modeller
8 2 (4.35%) Environment Manager
8 2 (4.35%) Solutions Architect
8 2 (4.35%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 9 (19.57%) Spark Streaming
2 6 (13.04%) .NET
2 6 (13.04%) Kafka
3 5 (10.87%) MDX
4 2 (4.35%) REST
4 2 (4.35%) Web Services
5 1 (2.17%) .NET Framework
5 1 (2.17%) AngularJS
5 1 (2.17%) ASP.NET
5 1 (2.17%) HTML
5 1 (2.17%) Laravel
Miscellaneous
1 9 (19.57%) NHS
2 7 (15.22%) Management Information System
3 4 (8.70%) CMDB
4 1 (2.17%) Analytical Skills
4 1 (2.17%) Enterprise Software
4 1 (2.17%) Replication
4 1 (2.17%) Self-Motivation
4 1 (2.17%) Virtual Team
Operating Systems
1 12 (26.09%) Unix
2 1 (2.17%) Linux
Processes & Methodologies
1 26 (56.52%) ETL
2 25 (54.35%) Agile Software Development
3 19 (41.30%) Data Architecture
4 17 (36.96%) Analytics
4 17 (36.96%) DevOps
4 17 (36.96%) Mentoring
5 16 (34.78%) Data Modelling
6 14 (30.43%) Data Engineering
7 13 (28.26%) Data Analysis
8 12 (26.09%) Business Intelligence
8 12 (26.09%) Coaching
8 12 (26.09%) Data Transformation
8 12 (26.09%) Machine Learning
8 12 (26.09%) Project Management
9 11 (23.91%) Data Reconciliation
9 11 (23.91%) Technology Roadmap
9 11 (23.91%) Use Case
10 9 (19.57%) Data Management
10 9 (19.57%) Technical Leadership
11 7 (15.22%) Problem-Solving
Programming Languages
1 24 (52.17%) SQL
2 13 (28.26%) Java
3 11 (23.91%) Python
3 11 (23.91%) Scala
4 8 (17.39%) T-SQL
5 6 (13.04%) C#
6 4 (8.70%) JavaScript
6 4 (8.70%) VB.NET
7 1 (2.17%) PHP
7 1 (2.17%) VBA
Qualifications
1 9 (19.57%) Degree
2 3 (6.52%) Microsoft Certification
3 2 (4.35%) MCSE
4 1 (2.17%) Computer Science Degree
Quality Assurance & Compliance
1 9 (19.57%) Data Quality
2 5 (10.87%) QA
3 1 (2.17%) SLA
System Software
1 11 (23.91%) Apache Flume
1 11 (23.91%) HDFS
Systems Management
1 11 (23.91%) Oozie
Vendors
1 13 (28.26%) Microsoft
2 11 (23.91%) Cloudera
2 11 (23.91%) Oracle
3 9 (19.57%) Hortonworks
4 2 (4.35%) Salesforce.com
5 1 (2.17%) Splunk
5 1 (2.17%) Tableau