Period
to 25 November 2017

The following table provides summary statistics for contract job vacancies advertised in Suffolk with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 25 November 2017 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.

Data Modelling
East of England > Suffolk
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 27 48 36
Rank change year-on-year +21 -12 -3
Contract jobs citing Data Modelling 9 2 15
As % of all contract IT jobs advertised in Suffolk 2.85% 0.44% 3.27%
As % of the Processes & Methodologies category 3.52% 0.53% 4.09%
Number of daily rates quoted 4 1 6
Suffolk median daily rate £488 £500 £450
Median daily rate % change year-on-year -2.45% +11.11% +6.51%
10th Percentile £453 £500 £272
90th Percentile £526 £500 £469
East of England median daily rate £450 £450 £450
Number of hourly rates quoted 0 0 0
Suffolk median hourly rate - - -
East of England median hourly rate £17.50 - £45.00

Data Modelling 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 Suffolk with a requirement for process or methodology skills.

All Process and Methodology Skills
Suffolk
Contract vacancies with a requirement for process or methodology skills 256 376 367
As % of all contract IT jobs advertised in Suffolk 81.01% 82.10% 79.96%
Number of daily rates quoted 147 228 252
Suffolk median daily rate £400 £420 £413
Median daily rate % change year-on-year -4.76% +1.82% -
10th Percentile £250 £250 £263
90th Percentile £573 £550 £537
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 4 12 8
Suffolk median hourly rate £19.75 £16.56 £13.00
Median hourly rate % change year-on-year +19.28% +27.37% -
10th Percentile £11.27 £12.89 £11.10
90th Percentile £36.63 £43.13 £16.13
East of England median hourly rate £31.50 £31.90 £24.66
% change year-on-year -1.25% +29.37% +2.74%

Data Modelling
Job Vacancy Trend in Suffolk

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Suffolk.

Job vacancy trend for Data Modelling in Suffolk

Data Modelling
Contractor Daily Rate Trend in Suffolk

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Suffolk.

Contractor daily rate trend for Data Modelling in Suffolk

Data Modelling
Contract Job Locations in Suffolk

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Suffolk region over the 6 months to 25 November 2017. 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
Ipswich +11 8 £501 +0.10% 1
Data Modelling
East of England

For the 6 months to 25 November 2017, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Suffolk region with a requirement for Data Modelling.

1 9 (100.00%) Data Warehouse
2 8 (88.89%) Business Intelligence
3 7 (77.78%) Microsoft
3 7 (77.78%) Finance
3 7 (77.78%) Analytics
4 5 (55.56%) SQL
5 4 (44.44%) T-SQL
5 4 (44.44%) Visual Studio
5 4 (44.44%) C#
5 4 (44.44%) SQL Server Analysis Services
5 4 (44.44%) Team Foundation Server
5 4 (44.44%) Visualisation
5 4 (44.44%) Analytical Skills
5 4 (44.44%) Kimball Methodology
5 4 (44.44%) Power BI
6 3 (33.33%) SQL Server Integration Services
7 2 (22.22%) WFM
7 2 (22.22%) JSON
7 2 (22.22%) Oracle BI EE
7 2 (22.22%) Agile Software Development
7 2 (22.22%) Information Management
7 2 (22.22%) ETL
7 2 (22.22%) Shell Script
7 2 (22.22%) XML
7 2 (22.22%) Python
7 2 (22.22%) SQL Server
7 2 (22.22%) Parquet
7 2 (22.22%) Hadoop
7 2 (22.22%) Kafka
7 2 (22.22%) Dashboard Development

Data Modelling
Co-occurring IT Skills in Suffolk 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 (22.22%) Apache Spark
Applications
1 1 (11.11%) Microsoft Office
1 1 (11.11%) MS Visio
Cloud Services
1 2 (22.22%) Amazon AWS
1 2 (22.22%) Microsoft Azure
Database & Business Intelligence
1 9 (100.00%) Data Warehouse
2 4 (44.44%) Power BI
2 4 (44.44%) SQL Server Analysis Services
3 3 (33.33%) SQL Server Integration Services
4 2 (22.22%) Apache Hive
4 2 (22.22%) Big Data
4 2 (22.22%) Hadoop
4 2 (22.22%) Impala
4 2 (22.22%) Oracle BI EE
4 2 (22.22%) Parquet
4 2 (22.22%) SQL Server
4 2 (22.22%) SQL Server 2008
4 2 (22.22%) Sqoop
Development Applications
1 4 (44.44%) Team Foundation Server
1 4 (44.44%) Visual Studio
General
1 7 (77.78%) Finance
2 1 (11.11%) General Ledger
Job Titles
1 5 (55.56%) Developer
2 2 (22.22%) Architect
2 2 (22.22%) Data Warehouse Developer
2 2 (22.22%) SSAS Developer
3 1 (11.11%) Analyst
3 1 (11.11%) Big Data Developer
3 1 (11.11%) Big Data Engineer
3 1 (11.11%) Business Analyst
3 1 (11.11%) Data Business Analyst
3 1 (11.11%) Data Engineer
3 1 (11.11%) Reference Data Analyst
3 1 (11.11%) Reference Data Business Analyst
Libraries, Frameworks & Software Standards
1 2 (22.22%) Apache Avro
1 2 (22.22%) JSON
1 2 (22.22%) Kafka
1 2 (22.22%) PySpark
1 2 (22.22%) XML
Miscellaneous
1 4 (44.44%) Analytical Skills
2 1 (11.11%) Reference Data
2 1 (11.11%) User Experience
Processes & Methodologies
1 8 (88.89%) Business Intelligence
2 7 (77.78%) Analytics
3 4 (44.44%) Kimball Methodology
3 4 (44.44%) Visualisation
4 2 (22.22%) Agile Software Development
4 2 (22.22%) Dashboard Development
4 2 (22.22%) Data Ingestion
4 2 (22.22%) ETL
4 2 (22.22%) GAP Analysis
4 2 (22.22%) Information Management
4 2 (22.22%) Performance Tuning
4 2 (22.22%) WFM
5 1 (11.11%) Business Analysis
5 1 (11.11%) Data Analysis
5 1 (11.11%) Enterprise Architecture
5 1 (11.11%) Logical Data Model
5 1 (11.11%) Physical Data Model
5 1 (11.11%) Sequence Diagram
5 1 (11.11%) Systems Analysis
5 1 (11.11%) Use Case
Programming Languages
1 5 (55.56%) SQL
2 4 (44.44%) C#
2 4 (44.44%) T-SQL
3 2 (22.22%) Python
3 2 (22.22%) Shell Script
Qualifications
1 1 (11.11%) Degree
1 1 (11.11%) ISEB
Systems Management
1 2 (22.22%) Hadoop YARN
1 2 (22.22%) Oozie
Vendors
1 7 (77.78%) Microsoft
2 1 (11.11%) Cloudera