Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in Ipswich 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 17 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
Suffolk > Ipswich
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 26 33 24
Rank change year-on-year +7 -9 +3
Contract jobs citing Data Modelling 7 1 13
As % of all contract IT jobs advertised in Ipswich 2.76% 0.33% 4.80%
As % of the Processes & Methodologies category 3.35% 0.40% 5.80%
Number of daily rates quoted 2 0 5
Ipswich median daily rate £491 - £450
10th Percentile £455 - £268
90th Percentile £530 - £473
Suffolk median daily rate £475 - £450
Number of hourly rates quoted 0 0 0
Ipswich median hourly rate - - -
Suffolk median hourly rate - - -

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 Ipswich with a requirement for process or methodology skills.

All Process and Methodology Skills
Ipswich
Contract vacancies with a requirement for process or methodology skills 209 253 224
As % of all contract IT jobs advertised in Ipswich 82.28% 84.62% 82.66%
Number of daily rates quoted 113 143 144
Ipswich median daily rate £413 £438 £425
Median daily rate % change year-on-year -5.71% +2.94% +3.03%
10th Percentile £275 £276 £271
90th Percentile £575 £550 £575
Suffolk median daily rate £400 £425 £402
% change year-on-year -5.88% +5.85% -1.47%
Number of hourly rates quoted 2 4 6
Ipswich median hourly rate £26.00 £14.50 £14.25
Median hourly rate % change year-on-year +79.31% +1.75% +5.56%
10th Percentile £14.80 £13.08 £11.63
90th Percentile £37.20 £30.83 £19.50
Suffolk median hourly rate £19.75 £18.39 £13.25
% change year-on-year +7.42% +38.75% +1.92%

Data Modelling
Job Vacancy Trend in Ipswich

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

Job vacancy trend for Data Modelling in Ipswich

Data Modelling
Contractor Daily Rate Trend in Ipswich

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

Contractor daily rate trend for Data Modelling in Ipswich

For the 6 months to 17 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 Ipswich region with a requirement for Data Modelling.

1 7 (100.00%) Data Warehouse
2 6 (85.71%) Business Intelligence
2 6 (85.71%) Finance
2 6 (85.71%) Analytics
3 5 (71.43%) Microsoft
4 4 (57.14%) SQL
5 3 (42.86%) T-SQL
5 3 (42.86%) Visual Studio
5 3 (42.86%) C#
5 3 (42.86%) SQL Server Analysis Services
5 3 (42.86%) Team Foundation Server
5 3 (42.86%) Visualisation
5 3 (42.86%) Analytical Skills
5 3 (42.86%) Power BI
5 3 (42.86%) Kimball Methodology
6 2 (28.57%) Dashboard Development
6 2 (28.57%) GAP Analysis
6 2 (28.57%) Agile Software Development
6 2 (28.57%) Information Management
6 2 (28.57%) SQL Server Integration Services
6 2 (28.57%) WFM
6 2 (28.57%) Oracle BI EE
7 1 (14.29%) ISEB
7 1 (14.29%) Shell Script
7 1 (14.29%) XML
7 1 (14.29%) Python
7 1 (14.29%) MS Visio
7 1 (14.29%) ETL
7 1 (14.29%) SQL Server
7 1 (14.29%) Microsoft Office

Data Modelling
Co-occurring IT Skills in Ipswich 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 1 (14.29%) Apache Spark
Applications
1 1 (14.29%) Microsoft Office
1 1 (14.29%) MS Visio
Cloud Services
1 1 (14.29%) Amazon AWS
1 1 (14.29%) Microsoft Azure
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
2 3 (42.86%) Power BI
2 3 (42.86%) SQL Server Analysis Services
3 2 (28.57%) Oracle BI EE
3 2 (28.57%) SQL Server Integration Services
4 1 (14.29%) Apache Hive
4 1 (14.29%) Big Data
4 1 (14.29%) Hadoop
4 1 (14.29%) Impala
4 1 (14.29%) Parquet
4 1 (14.29%) SQL Server
4 1 (14.29%) SQL Server 2008
4 1 (14.29%) Sqoop
Development Applications
1 3 (42.86%) Team Foundation Server
1 3 (42.86%) Visual Studio
General
1 6 (85.71%) Finance
2 1 (14.29%) General Ledger
Job Titles
1 3 (42.86%) Developer
2 2 (28.57%) Architect
2 2 (28.57%) SSAS Developer
3 1 (14.29%) Analyst
3 1 (14.29%) Big Data Engineer
3 1 (14.29%) Business Analyst
3 1 (14.29%) Data Business Analyst
3 1 (14.29%) Data Engineer
3 1 (14.29%) Data Warehouse Developer
3 1 (14.29%) Reference Data Analyst
3 1 (14.29%) Reference Data Business Analyst
Libraries, Frameworks & Software Standards
1 1 (14.29%) Apache Avro
1 1 (14.29%) JSON
1 1 (14.29%) Kafka
1 1 (14.29%) PySpark
1 1 (14.29%) XML
Miscellaneous
1 3 (42.86%) Analytical Skills
2 1 (14.29%) Reference Data
2 1 (14.29%) User Experience
Processes & Methodologies
1 6 (85.71%) Analytics
1 6 (85.71%) Business Intelligence
2 3 (42.86%) Kimball Methodology
2 3 (42.86%) Visualisation
3 2 (28.57%) Agile Software Development
3 2 (28.57%) Dashboard Development
3 2 (28.57%) GAP Analysis
3 2 (28.57%) Information Management
3 2 (28.57%) WFM
4 1 (14.29%) BPMN
4 1 (14.29%) Business Analysis
4 1 (14.29%) Data Analysis
4 1 (14.29%) Data Mapping
4 1 (14.29%) Enterprise Architecture
4 1 (14.29%) Logical Data Model
4 1 (14.29%) Performance Tuning
4 1 (14.29%) Physical Data Model
4 1 (14.29%) Systems Analysis
4 1 (14.29%) Test Automation
4 1 (14.29%) Use Case
Programming Languages
1 4 (57.14%) SQL
2 3 (42.86%) C#
2 3 (42.86%) T-SQL
3 1 (14.29%) Python
3 1 (14.29%) Shell Script
Qualifications
1 1 (14.29%) Degree
1 1 (14.29%) ISEB
Systems Management
1 1 (14.29%) Hadoop YARN
1 1 (14.29%) Oozie
Vendors
1 5 (71.43%) Microsoft
2 1 (14.29%) Cloudera