Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Newcastle upon Tyne with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 21 January 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
Tyne and Wear > Newcastle upon Tyne
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 83 77 69
Rank change year-on-year -6 -8 +16
Permanent jobs citing Data Modelling 12 6 14
As % of all permanent IT jobs advertised in Newcastle upon Tyne 1.37% 0.70% 1.64%
As % of the Processes & Methodologies category 1.45% 0.77% 1.92%
Number of salaries quoted 12 6 18
Newcastle upon Tyne median annual salary £52,350 £46,250 £45,000
Median salary % change year-on-year +13.19% +2.78% -16.28%
10th Percentile £40,350 £35,384 £28,775
90th Percentile £88,496 £59,879 £49,500
Tyne and Wear median annual salary £51,500 £46,250 £45,000
% change year-on-year +11.35% +2.78% -16.28%

Data Modelling 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 Newcastle upon Tyne with a requirement for process or methodology skills.

All Process and Methodology Skills
Newcastle upon Tyne
Permanent vacancies with a requirement for process or methodology skills 829 775 728
As % of all permanent IT jobs advertised in Newcastle upon Tyne 94.42% 90.86% 85.15%
Number of salaries quoted 704 678 599
Newcastle upon Tyne median annual salary £42,500 £39,506 £37,500
Median salary % change year-on-year +7.58% +5.35% -
10th Percentile £25,000 £23,213 £22,500
90th Percentile £70,182 £66,888 £60,000
Tyne and Wear median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -

Data Modelling
Job Vacancy Trend in Newcastle upon Tyne

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Newcastle upon Tyne.

Job vacancy trend for Data Modelling in Newcastle upon Tyne

Data Modelling
Salary Trend in Newcastle upon Tyne

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Newcastle upon Tyne.

Salary trend for Data Modelling in Newcastle upon Tyne

Data Modelling
Salary Histogram in Newcastle upon Tyne

The salary distribution of IT jobs citing Data Modelling in Newcastle upon Tyne over the 6 months to 21 January 2019.

Salary histogram for Data Modelling in Newcastle upon Tyne

For the 6 months to 21 January 2019, IT jobs citing Data Modelling 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 Newcastle upon Tyne region with a requirement for Data Modelling.

1 9 (75.00%) ETL
1 9 (75.00%) Business Intelligence
2 6 (50.00%) Finance
2 6 (50.00%) SQL
3 5 (41.67%) Agile Software Development
3 5 (41.67%) Visualisation
3 5 (41.67%) Coaching
3 5 (41.67%) Analytics
4 4 (33.33%) SQL Server
5 3 (25.00%) Oracle
5 3 (25.00%) Apache Hive
5 3 (25.00%) Data Visualisation
5 3 (25.00%) Business Analysis
5 3 (25.00%) SQL Server Integration Services
5 3 (25.00%) Data Extraction
5 3 (25.00%) Power BI
5 3 (25.00%) Mentoring
6 2 (16.67%) Digital Transformation Programme
6 2 (16.67%) Acceptance Criteria
6 2 (16.67%) Epics
6 2 (16.67%) Community of Practice
6 2 (16.67%) SQL Server 2014
6 2 (16.67%) Service Design
6 2 (16.67%) Oozie
6 2 (16.67%) Decision-Making
6 2 (16.67%) Analytical Skills
6 2 (16.67%) Apache Spark
6 2 (16.67%) OLAP Cube
6 2 (16.67%) Software Delivery
6 2 (16.67%) Spark SQL

Data Modelling
Co-occurring IT Skills in Newcastle upon Tyne 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 2 (16.67%) Apache Spark
Applications
1 2 (16.67%) Microsoft Excel
Business Applications
1 1 (8.33%) Infor CloudSuite
1 1 (8.33%) Infor M3
1 1 (8.33%) SAP ERP
Cloud Services
1 2 (16.67%) GitHub
2 1 (8.33%) Amazon AWS
2 1 (8.33%) Microsoft Azure
Database & Business Intelligence
1 4 (33.33%) SQL Server
2 3 (25.00%) Apache Hive
2 3 (25.00%) Power BI
2 3 (25.00%) SQL Server Integration Services
3 2 (16.67%) Big Data
3 2 (16.67%) OLAP
3 2 (16.67%) OLAP Cube
3 2 (16.67%) Spark SQL
3 2 (16.67%) SQL Server 2012
3 2 (16.67%) SQL Server 2014
3 2 (16.67%) SQL Server Analysis Services
3 2 (16.67%) SQL Server Reporting Services
4 1 (8.33%) BusinessObjects
4 1 (8.33%) Data Warehouse
4 1 (8.33%) MongoDB
4 1 (8.33%) PostgreSQL
4 1 (8.33%) RDBMS
4 1 (8.33%) SAP BW
4 1 (8.33%) Snowflake Schema
4 1 (8.33%) Star Schema
General
1 6 (50.00%) Finance
2 2 (16.67%) Retail
3 1 (8.33%) Advertising
3 1 (8.33%) Back Office
3 1 (8.33%) Games
Job Titles
1 3 (25.00%) Developer
2 2 (16.67%) Analyst
2 2 (16.67%) Business Analyst
2 2 (16.67%) Business Developer
2 2 (16.67%) Business Intelligence Developer
2 2 (16.67%) Business Intelligence Lead
2 2 (16.67%) Data Engineer
2 2 (16.67%) Head of Digital
2 2 (16.67%) SQL BI Developer
2 2 (16.67%) SQL Developer
3 1 (8.33%) Auditor
3 1 (8.33%) SAP BW Developer
3 1 (8.33%) SAP Developer
3 1 (8.33%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (16.67%) Spark Streaming
Miscellaneous
1 2 (16.67%) Analytical Skills
2 1 (8.33%) Online Games
Operating Systems
1 2 (16.67%) Unix
Processes & Methodologies
1 9 (75.00%) Business Intelligence
1 9 (75.00%) ETL
2 5 (41.67%) Agile Software Development
2 5 (41.67%) Analytics
2 5 (41.67%) Coaching
2 5 (41.67%) Visualisation
3 3 (25.00%) Business Analysis
3 3 (25.00%) Data Extraction
3 3 (25.00%) Data Visualisation
3 3 (25.00%) Mentoring
4 2 (16.67%) BDD
4 2 (16.67%) Business Process Improvement
4 2 (16.67%) Customer Insight
4 2 (16.67%) Demand Management
4 2 (16.67%) DSDM
4 2 (16.67%) Migration
4 2 (16.67%) Process Improvement
4 2 (16.67%) Requirements Engineering
4 2 (16.67%) Scrum
4 2 (16.67%) Waterfall
Programming Languages
1 6 (50.00%) SQL
2 2 (16.67%) Scala
2 2 (16.67%) T-SQL
3 1 (8.33%) ABAP
3 1 (8.33%) Python
Qualifications
1 1 (8.33%) ACCA
1 1 (8.33%) CCAB
1 1 (8.33%) CISA
Quality Assurance & Compliance
1 2 (16.67%) QA
1 2 (16.67%) SLA
2 1 (8.33%) Data Quality
Systems Management
1 2 (16.67%) Oozie
Vendors
1 3 (25.00%) Oracle
2 2 (16.67%) Hortonworks
3 1 (8.33%) Cloudera
3 1 (8.33%) Infor
3 1 (8.33%) Microsoft
3 1 (8.33%) SAP
3 1 (8.33%) Tableau