Period
to 18 October 2018

The following table provides summary statistics for contract job vacancies advertised in the North East with a requirement for Data Cleansing skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Cleansing over the 6 months to 18 October 2018 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 Cleansing (Data Cleaning, Data Scrubbing)
England > North East
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 91 96 170
Rank change year-on-year +5 +74 -
Contract jobs citing Data Cleansing 8 1 2
As % of all contract IT jobs advertised in the North East 0.66% 0.082% 0.069%
As % of the Processes & Methodologies category 0.76% 0.097% 0.078%
Number of daily rates quoted 6 1 2
North East median daily rate £358 £300 £463
Median daily rate % change year-on-year +19.17% -35.14% -
10th Percentile £269 £275 £451
90th Percentile £515 £325 £484
England median daily rate £425 £445 £425
% change year-on-year -4.49% +4.71% +10.03%
Number of hourly rates quoted 0 0 0
North East median hourly rate - - -
England median hourly rate £17.00 £39.25 £20.00
% change year-on-year -56.69% +96.25% +45.45%

Data Cleansing 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 North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Contract vacancies with a requirement for process or methodology skills 1,047 1,033 2,549
As % of all contract IT jobs advertised in the North East 86.74% 84.53% 87.38%
Number of daily rates quoted 676 678 1,726
North East median daily rate £400 £365 £348
Median daily rate % change year-on-year +9.59% +4.81% -12.94%
10th Percentile £262 £244 £225
90th Percentile £575 £538 £518
England median daily rate £470 £450 £425
% change year-on-year +4.44% +5.88% +3.03%
Number of hourly rates quoted 34 42 120
North East median hourly rate £12.00 £26.75 £28.00
Median hourly rate % change year-on-year -55.14% -4.46% +86.67%
10th Percentile £10.13 £10.05 £11.05
90th Percentile £27.85 £47.50 £36.00
England median hourly rate £21.00 £24.66 £22.50
% change year-on-year -14.84% +9.60% +3.85%

Data Cleansing
Job Vacancy Trend in the North East

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

Job vacancy trend for Data Cleansing in the North East

Data Cleansing
Contractor Daily Rate Trend in the North East

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Cleansing in the North East.

Contractor daily rate trend for Data Cleansing in the North East

Data Cleansing
Contractor Daily Rate Histogram in the North East

The daily rate distribution of IT jobs citing Data Cleansing in the North East over the 6 months to 18 October 2018.

Contractor daily rate histogram for Data Cleansing in the North East

Data Cleansing
Contract Job Locations in the North East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Cleansing within the North East region over the 6 months to 18 October 2018. 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
Tyne and Wear - 4 £358 - 3
Durham -6 3 £225 -25.00%
Data Cleansing
England

For the 6 months to 18 October 2018, IT contractor jobs citing Data Cleansing 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 North East region with a requirement for Data Cleansing.

1 6 (75.00%) Migration
2 5 (62.50%) Data Migration
3 4 (50.00%) Analytical Skills
3 4 (50.00%) SQL
3 4 (50.00%) ETL
4 3 (37.50%) Business Intelligence
4 3 (37.50%) CRM
4 3 (37.50%) ERP
4 3 (37.50%) SQL Server
4 3 (37.50%) Retail
4 3 (37.50%) SQL Server Reporting Services
4 3 (37.50%) SQL Server Integration Services
4 3 (37.50%) Analytical Mindset
4 3 (37.50%) Problem-Solving
5 2 (25.00%) Asset Management
5 2 (25.00%) Maximo
6 1 (12.50%) Programme Management
6 1 (12.50%) Clustering
6 1 (12.50%) GIS
6 1 (12.50%) Management Information System
6 1 (12.50%) Risk Management
6 1 (12.50%) Finance
6 1 (12.50%) Validation
6 1 (12.50%) Taxonomies
6 1 (12.50%) QA
6 1 (12.50%) Data Analysis
6 1 (12.50%) Python
6 1 (12.50%) Microsoft Excel
6 1 (12.50%) Oracle
6 1 (12.50%) C

Data Cleansing
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 1 (12.50%) Apache Spark
Applications
1 1 (12.50%) Microsoft Excel
Business Applications
1 2 (25.00%) Maximo
Database & Business Intelligence
1 3 (37.50%) SQL Server
1 3 (37.50%) SQL Server Integration Services
1 3 (37.50%) SQL Server Reporting Services
2 1 (12.50%) Big Data
2 1 (12.50%) Data Mining
2 1 (12.50%) GIS
General
1 3 (37.50%) Retail
2 1 (12.50%) Finance
Job Titles
1 3 (37.50%) Analyst
1 3 (37.50%) Data Analyst
1 3 (37.50%) Developer
2 2 (25.00%) Data Migration Analyst
2 2 (25.00%) Migration Analyst
2 2 (25.00%) SQL Developer
3 1 (12.50%) Full Stack Developer
3 1 (12.50%) SQL Analyst
3 1 (12.50%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 1 (12.50%) AngularJS
1 1 (12.50%) Kafka
Miscellaneous
1 4 (50.00%) Analytical Skills
2 3 (37.50%) Analytical Mindset
3 1 (12.50%) Clustering
3 1 (12.50%) Data Structures
3 1 (12.50%) Management Information System
3 1 (12.50%) NHS
3 1 (12.50%) Taxonomies
Processes & Methodologies
1 6 (75.00%) Migration
2 5 (62.50%) Data Migration
3 4 (50.00%) ETL
4 3 (37.50%) Business Intelligence
4 3 (37.50%) CRM
4 3 (37.50%) ERP
4 3 (37.50%) Problem-Solving
5 2 (25.00%) Asset Management
6 1 (12.50%) Analytics
6 1 (12.50%) Data Analysis
6 1 (12.50%) Data Governance
6 1 (12.50%) Data Mapping
6 1 (12.50%) Data Modelling
6 1 (12.50%) Product Management
6 1 (12.50%) Programme Management
6 1 (12.50%) Risk Management
6 1 (12.50%) Stakeholder Engagement
6 1 (12.50%) Strategic Thinking
6 1 (12.50%) Validation
Programming Languages
1 4 (50.00%) SQL
2 1 (12.50%) C
2 1 (12.50%) C++
2 1 (12.50%) Java
2 1 (12.50%) JavaScript
2 1 (12.50%) Python
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
1 1 (12.50%) QA
System Software
1 1 (12.50%) Apache Flume
Systems Management
1 1 (12.50%) Systems Management Server (SMS)
Vendors
1 1 (12.50%) Microsoft
1 1 (12.50%) Oracle