Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 11 August 2022 with a comparison to the same period in the previous 2 years.

Data Integration
England > North East
6 months to
11 Aug 2022		 Same period 2021 Same period 2020
Rank 85 100 77
Rank change year-on-year +15 -23 +22
Permanent jobs citing Data Integration 26 4 1
As % of all permanent jobs advertised in the North East 1.79% 0.34% 0.13%
As % of the Processes & Methodologies category 1.95% 0.37% 0.14%
Number of salaries quoted 19 2 1
10th Percentile £34,900 £42,300 -
25th Percentile £46,281 £45,750 £56,250
Median annual salary (50th Percentile) £85,000 £53,000 £57,500
Median % change year-on-year +60.38% -7.83% +15.00%
75th Percentile - £61,750 £58,750
90th Percentile - £66,100 -
England median annual salary £70,000 £65,000 £57,500
% change year-on-year +7.69% +13.04% -9.24%

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 the North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Permanent vacancies with a requirement for process or methodology skills 1,332 1,092 701
As % of all permanent IT jobs advertised in the North East 91.55% 93.02% 91.04%
Number of salaries quoted 954 818 583
10th Percentile £29,000 £26,500 £25,850
25th Percentile £36,563 £32,563 £32,500
Median annual salary (50th Percentile) £47,500 £45,000 £42,500
Median % change year-on-year +5.56% +5.88% +6.25%
75th Percentile £62,500 £56,500 £52,500
90th Percentile £82,500 £65,000 £62,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Data Integration
Job Vacancy Trend in the North East

Job postings citing Data Integration as a proportion of all IT jobs advertised in the North East.

Job vacancy trend for Data Integration in the North East

Data Integration
Salary Trend in the North East

3-month moving average salary quoted in jobs citing Data Integration in the North East.

Salary trend for Data Integration in the North East

Data Integration
Salary Histogram in the North East

Salary distribution for jobs citing Data Integration in the North East over the 6 months to 11 August 2022.

Salary histogram for Data Integration in the North East

Data Integration
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the North East region over the 6 months to 11 August 2022. 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
Jobs
Tyne and Wear +25 22 £85,000 +60.38% 1
Durham - 4 £30,000 - 2
Data Integration
England

For the 6 months to 11 August 2022, 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 North East region with a requirement for Data Integration.

1 22 (84.62%) Data Modelling
2 20 (76.92%) Business Intelligence
3 18 (69.23%) Finance
4 16 (61.54%) Data Management
4 16 (61.54%) Data Quality
5 15 (57.69%) Data Structures
5 15 (57.69%) SQL
6 14 (53.85%) Data Warehouse
7 13 (50.00%) Data Governance
7 13 (50.00%) Analytics
7 13 (50.00%) Data Lake
8 12 (46.15%) Databricks
8 12 (46.15%) Azure Data Factory
8 12 (46.15%) Data Science
8 12 (46.15%) Data Pipeline
8 12 (46.15%) Data Transformation
8 12 (46.15%) Analytical Skills
8 12 (46.15%) Apache Hive
8 12 (46.15%) Hadoop
8 12 (46.15%) Azure
9 11 (42.31%) Tableau
9 11 (42.31%) Open Source
9 11 (42.31%) Metadata Management
9 11 (42.31%) Presto
9 11 (42.31%) Data Analytics
9 11 (42.31%) Metadata
9 11 (42.31%) Azure Synapse Analytics
9 11 (42.31%) Power Platform
9 11 (42.31%) Data Hub
9 11 (42.31%) Azure SQL Data Warehouse

Data Integration
Co-occurring IT Skills in the North East 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 3 (11.54%) Apache Spark
2 2 (7.69%) Apache
Cloud Services
1 12 (46.15%) Azure
1 12 (46.15%) Azure Data Factory
2 11 (42.31%) Azure Synapse Analytics
2 11 (42.31%) Power Platform
3 5 (19.23%) SaaS
4 2 (7.69%) Amazon Kinesis
4 2 (7.69%) AWS
4 2 (7.69%) Azure Cosmos DB
4 2 (7.69%) Azure DevOps
4 2 (7.69%) Azure Service Bus
Database & Business Intelligence
1 14 (53.85%) Data Warehouse
2 13 (50.00%) Data Lake
3 12 (46.15%) Apache Hive
3 12 (46.15%) Hadoop
4 11 (42.31%) Azure SQL Data Warehouse
4 11 (42.31%) Data Hub
4 11 (42.31%) Metadata
4 11 (42.31%) Power BI
4 11 (42.31%) Presto
4 11 (42.31%) Semantic Layer
4 11 (42.31%) Tableau
5 3 (11.54%) NoSQL
5 3 (11.54%) Relational Database
5 3 (11.54%) SQL Server Integration Services
6 2 (7.69%) KNIME
6 2 (7.69%) SQL Server
7 1 (3.85%) PostgreSQL
7 1 (3.85%) Spark SQL
7 1 (3.85%) SQL Server Analysis Services
7 1 (3.85%) SQL Server Reporting Services
Development Applications
1 2 (7.69%) Git (software)
1 2 (7.69%) Jenkins
2 1 (3.85%) JIRA
General
1 18 (69.23%) Finance
2 12 (46.15%) Analytical Skills
3 7 (26.92%) Social Skills
4 3 (11.54%) Public Sector
5 1 (3.85%) Automotive
5 1 (3.85%) Financial Institution
5 1 (3.85%) Police
Job Titles
1 13 (50.00%) Data Engineer
2 6 (23.08%) Developer
3 5 (19.23%) Data Manager
4 4 (15.38%) Information Manager
5 2 (7.69%) Analyst
5 2 (7.69%) Integration Analyst
5 2 (7.69%) Senior Data Engineer
6 1 (3.85%) Azure Data Engineer
6 1 (3.85%) Azure Engineer
6 1 (3.85%) ETL Developer
6 1 (3.85%) IT Analyst
6 1 (3.85%) Senior Analyst
6 1 (3.85%) Senior Integration Analyst
Libraries, Frameworks & Software Standards
1 2 (7.69%) Apache Beam
1 2 (7.69%) Apache NiFi
1 2 (7.69%) JMS
1 2 (7.69%) Kafka
1 2 (7.69%) Samza
1 2 (7.69%) Spark Streaming
2 1 (3.85%) JSON
2 1 (3.85%) PySpark
2 1 (3.85%) REST
2 1 (3.85%) SOAP
2 1 (3.85%) XML
Miscellaneous
1 15 (57.69%) Data Structures
2 5 (19.23%) Social Media
3 4 (15.38%) Management Information System
4 2 (7.69%) Algorithms
5 1 (3.85%) Replication
5 1 (3.85%) Self-Motivation
Operating Systems
1 1 (3.85%) Linux
1 1 (3.85%) Unix
Processes & Methodologies
1 22 (84.62%) Data Modelling
2 20 (76.92%) Business Intelligence
3 16 (61.54%) Data Management
4 13 (50.00%) Analytics
4 13 (50.00%) Data Governance
5 12 (46.15%) Data Pipeline
5 12 (46.15%) Data Science
5 12 (46.15%) Data Transformation
6 11 (42.31%) Data Analytics
6 11 (42.31%) Data Engineering
6 11 (42.31%) Metadata Management
6 11 (42.31%) Open Source
6 11 (42.31%) Workload Management
7 7 (26.92%) ETL
8 6 (23.08%) Stakeholder Management
9 5 (19.23%) Agile
9 5 (19.23%) Coaching
9 5 (19.23%) IT Strategy
9 5 (19.23%) Scrum
9 5 (19.23%) Technology Strategy
Programming Languages
1 15 (57.69%) SQL
2 6 (23.08%) Python
3 4 (15.38%) T-SQL
4 3 (11.54%) R
5 2 (7.69%) C++
5 2 (7.69%) Java
5 2 (7.69%) PL/SQL
5 2 (7.69%) Scala
5 2 (7.69%) Shell Script
Qualifications
1 5 (19.23%) Degree
1 5 (19.23%) HND
Quality Assurance & Compliance
1 16 (61.54%) Data Quality
System Software
1 2 (7.69%) Docker
2 1 (3.85%) Active Directory
Systems Management
1 2 (7.69%) Ansible
1 2 (7.69%) Kubernetes
1 2 (7.69%) Puppet
2 1 (3.85%) HP ALM
Vendors
1 12 (46.15%) Databricks
2 5 (19.23%) Sage
3 3 (11.54%) Oracle
4 2 (7.69%) Alteryx
5 1 (3.85%) HP
5 1 (3.85%) Microsoft