Period
to 26 November 2021

The following table provides summary statistics for contract job vacancies advertised in the East Midlands with a requirement for Logical Data Model skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Logical Data Model over the 6 months to 26 November 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Logical Data Model
England > East Midlands
6 months to
26 Nov 2021
Same period 2020 Same period 2019
Rank 104 64 110
Rank change year-on-year -40 +46 +24
Contract jobs citing Logical Data Model 5 4 5
As % of all contract jobs advertised in the East Midlands 0.32% 0.55% 0.27%
As % of the Processes & Methodologies category 0.38% 0.65% 0.33%
Number of daily rates quoted 2 1 5
10th Percentile £511 " £466
25th Percentile £528 " £544
Median daily rate (50th Percentile) £563 £378 £550
Median % change year-on-year +48.81% -31.27% +48.65%
75th Percentile £603 " "
90th Percentile £624 " £569
England median daily rate £576 £525 £500
% change year-on-year +9.62% +5.00% -4.76%

Logical Data Model is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 1,315 616 1,508
As % of all contract IT jobs advertised in the East Midlands 83.55% 85.20% 82.27%
Number of daily rates quoted 960 377 843
10th Percentile £210 £217 £214
25th Percentile £325 £313 £313
Median daily rate (50th Percentile) £425 £388 £400
Median % change year-on-year +9.68% -3.13% -
75th Percentile £520 £475 £500
90th Percentile £600 £550 £575
England median daily rate £525 £475 £475
% change year-on-year +10.53% - -
Number of hourly rates quoted 72 26 94
10th Percentile £9.00 £10.26 £11.00
25th Percentile £10.50 £11.28 £11.61
Median hourly rate £16.91 £13.82 £15.25
Median % change year-on-year +22.35% -9.36% +3.34%
75th Percentile £24.08 £25.09 £22.98
90th Percentile £50.34 £43.75 £46.47
England median hourly rate £24.91 £27.00 £22.36
% change year-on-year -7.74% +20.78% +11.78%

Logical Data Model
Job Vacancy Trend in the East Midlands

Job postings citing Logical Data Model as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for Logical Data Model in the East Midlands

Logical Data Model
Contractor Daily Rate Trend in the East Midlands

3-month moving average daily rate quoted in jobs citing Logical Data Model in the East Midlands.

Daily rate trend for Logical Data Model in the East Midlands

Logical Data Model
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Logical Data Model within the East Midlands region over the 6 months to 26 November 2021. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire -22 3 £625 -
Northamptonshire -10 2 £500 +32.28%
Logical Data Model
England

For the 6 months to 26 November 2021, IT contractor jobs citing Logical Data Model also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for Logical Data Model.

1 5 (100.00%) Data Modelling
2 4 (80.00%) ETL
2 4 (80.00%) SQL
2 4 (80.00%) Data Management
2 4 (80.00%) Data Quality
2 4 (80.00%) Physical Data Model
2 4 (80.00%) Metadata
3 3 (60.00%) ETL Development
3 3 (60.00%) Data Governance
4 2 (40.00%) Agile Software Development
4 2 (40.00%) Data Protection
4 2 (40.00%) Reference Data
4 2 (40.00%) Test Automation
4 2 (40.00%) Scala
4 2 (40.00%) Hadoop
4 2 (40.00%) Oracle
4 2 (40.00%) Java
4 2 (40.00%) Python
4 2 (40.00%) RDBMS
4 2 (40.00%) Sarbanes-Oxley
4 2 (40.00%) Quality Management
4 2 (40.00%) GAP Analysis
4 2 (40.00%) Stakeholder Management
4 2 (40.00%) Ab Initio
4 2 (40.00%) Teradata
4 2 (40.00%) DataOps
4 2 (40.00%) Deployment Automation
4 2 (40.00%) Spark SQL
4 2 (40.00%) Analytical Skills
4 2 (40.00%) Apache Spark

Logical Data Model
Co-occurring IT Skills in the East Midlands 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 (40.00%) Apache Spark
Cloud Services
1 1 (20.00%) Azure
1 1 (20.00%) Azure Synapse Analytics
1 1 (20.00%) Power Platform
Database & Business Intelligence
1 4 (80.00%) Metadata
2 2 (40.00%) Apache Hive
2 2 (40.00%) Big Data
2 2 (40.00%) Data Lake
2 2 (40.00%) Hadoop
2 2 (40.00%) HBase
2 2 (40.00%) Impala
2 2 (40.00%) Metadata Repository
2 2 (40.00%) Oracle Database
2 2 (40.00%) RDBMS
2 2 (40.00%) Relational Database
2 2 (40.00%) Spark SQL
3 1 (20.00%) Azure SQL Database
3 1 (20.00%) Power BI
3 1 (20.00%) SQL Server
3 1 (20.00%) SQL Server Analysis Services
3 1 (20.00%) SQL Server Integration Services
3 1 (20.00%) SQL Server Reporting Services
General
1 2 (40.00%) Analytical Skills
2 1 (20.00%) Banking
2 1 (20.00%) Pharmaceutical
2 1 (20.00%) Retail
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Ab Initio Developer
3 1 (20.00%) Architect
3 1 (20.00%) Business Intelligence Developer
3 1 (20.00%) Data Architect
3 1 (20.00%) Data Manager
Miscellaneous
1 2 (40.00%) Reference Data
Processes & Methodologies
1 5 (100.00%) Data Modelling
2 4 (80.00%) Data Management
2 4 (80.00%) ETL
2 4 (80.00%) Physical Data Model
3 3 (60.00%) Data Governance
3 3 (60.00%) ETL Development
4 2 (40.00%) Analytics
4 2 (40.00%) BDD
4 2 (40.00%) Continuous Integration
4 2 (40.00%) Data Protection
4 2 (40.00%) Data Reconciliation
4 2 (40.00%) DataOps
4 2 (40.00%) Deployment Automation
4 2 (40.00%) DevOps
4 2 (40.00%) GAP Analysis
4 2 (40.00%) Metadata Management
4 2 (40.00%) Quality Management
4 2 (40.00%) Reference Data Management
4 2 (40.00%) Task Automation
4 2 (40.00%) Test Automation
Programming Languages
1 4 (80.00%) SQL
2 2 (40.00%) Java
2 2 (40.00%) Python
2 2 (40.00%) Scala
3 1 (20.00%) Data Analysis Expressions (DAX)
3 1 (20.00%) T-SQL
Quality Assurance & Compliance
1 4 (80.00%) Data Quality
2 2 (40.00%) Sarbanes-Oxley
System Software
1 2 (40.00%) Apache ZooKeeper
1 2 (40.00%) HDFS
Systems Management
1 2 (40.00%) Hadoop YARN
Vendors
1 2 (40.00%) Ab Initio
1 2 (40.00%) Cloudera
1 2 (40.00%) Oracle
1 2 (40.00%) Teradata
2 1 (20.00%) Microsoft