Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for Data Cleansing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Cleansing over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
Nottinghamshire > Nottingham
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 121 140 139
Rank change year-on-year +19 -1 -1
Permanent jobs citing Data Cleansing 13 3 8
As % of all permanent IT jobs advertised in Nottingham 0.70% 0.15% 0.34%
As % of the Processes & Methodologies category 0.78% 0.17% 0.39%
Number of salaries quoted 10 3 4
Nottingham median annual salary £48,750 £39,000 £37,000
Median salary % change year-on-year +25.00% +5.41% -7.50%
10th Percentile £35,875 £36,700 £27,975
90th Percentile £52,750 £43,900 £40,000
Nottinghamshire median annual salary £48,750 £39,000 £37,000
% change year-on-year +25.00% +5.41% -7.50%

Data Cleansing 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 Nottingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottingham
Permanent vacancies with a requirement for process or methodology skills 1668 1764 2066
As % of all permanent IT jobs advertised in Nottingham 89.34% 87.63% 88.98%
Number of salaries quoted 1467 1442 1537
Nottingham median annual salary £45,000 £43,250 £40,000
Median salary % change year-on-year +4.05% +8.13% -
10th Percentile £27,500 £26,369 £25,000
90th Percentile £68,750 £68,975 £63,750
Nottinghamshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +3.90%

Data Cleansing
Job Vacancy Trend in Nottingham

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Nottingham.

Job vacancy trend for Data Cleansing in Nottingham

Data Cleansing
Salary Trend in Nottingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Cleansing in Nottingham.

Salary trend for Data Cleansing in Nottingham

Data Cleansing
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Data Cleansing in Nottingham over the 6 months to 20 November 2017.

Salary histogram for Data Cleansing in Nottingham

For the 6 months to 20 November 2017, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Nottingham region with a requirement for Data Cleansing.

1 13 (100.00%) SQL
2 10 (76.92%) Data Warehouse
3 9 (69.23%) Microsoft
4 7 (53.85%) Business Intelligence
4 7 (53.85%) Data Engineering
5 6 (46.15%) NoSQL
5 6 (46.15%) Degree
5 6 (46.15%) C#
6 4 (30.77%) Data Management
6 4 (30.77%) Finance
6 4 (30.77%) Microsoft Azure
6 4 (30.77%) Analytics
7 3 (23.08%) Performance Tuning
7 3 (23.08%) Server Monitoring
7 3 (23.08%) Line Management
7 3 (23.08%) Analytical Skills
7 3 (23.08%) Requirements Engineering
7 3 (23.08%) Data Quality
7 3 (23.08%) Time Management
7 3 (23.08%) Smart Meter
7 3 (23.08%) Server Virtualisation
7 3 (23.08%) Data Enrichment
7 3 (23.08%) Data Strategy
7 3 (23.08%) Computer Science Degree
7 3 (23.08%) Stakeholder Management
7 3 (23.08%) Replication
7 3 (23.08%) Clustering
7 3 (23.08%) Windows
7 3 (23.08%) Billing
7 3 (23.08%) Computer Science

Data Cleansing
Co-occurring IT Skills in Nottingham 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 (15.38%) IIS
Cloud Services
1 4 (30.77%) Microsoft Azure
2 1 (7.69%) Azure Data Factory
Database & Business Intelligence
1 10 (76.92%) Data Warehouse
2 6 (46.15%) NoSQL
3 3 (23.08%) SQL Server
4 2 (15.38%) SQL Server 2008
5 1 (7.69%) Data Lake
5 1 (7.69%) Data Mart
5 1 (7.69%) MongoDB
5 1 (7.69%) SQL Server Analysis Services
5 1 (7.69%) SQL Server Integration Services
5 1 (7.69%) SQL Server Reporting Services
General
1 4 (30.77%) Finance
2 3 (23.08%) Billing
3 1 (7.69%) Marketing
Job Titles
1 6 (46.15%) Business Intelligence Lead
2 3 (23.08%) Analyst
2 3 (23.08%) Business Intelligence Developer
2 3 (23.08%) Data Analyst
2 3 (23.08%) Data Engineer
2 3 (23.08%) DBA
2 3 (23.08%) Developer
2 3 (23.08%) Lead Developer
2 3 (23.08%) SQL DBA
3 2 (15.38%) NoSQL Engineer
4 1 (7.69%) SQL BI Developer
4 1 (7.69%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (7.69%) COM
Miscellaneous
1 3 (23.08%) Analytical Skills
1 3 (23.08%) Clustering
1 3 (23.08%) Computer Science
1 3 (23.08%) Replication
1 3 (23.08%) Smart Meter
Operating Systems
1 3 (23.08%) Windows
Processes & Methodologies
1 7 (53.85%) Business Intelligence
1 7 (53.85%) Data Engineering
2 4 (30.77%) Analytics
2 4 (30.77%) Data Management
3 3 (23.08%) Change Management
3 3 (23.08%) Data Analysis
3 3 (23.08%) Data Enrichment
3 3 (23.08%) Data Modelling
3 3 (23.08%) Data Strategy
3 3 (23.08%) Line Management
3 3 (23.08%) Performance Tuning
3 3 (23.08%) Project Management
3 3 (23.08%) Requirements Engineering
3 3 (23.08%) Server Monitoring
3 3 (23.08%) Server Virtualisation
3 3 (23.08%) Stakeholder Management
3 3 (23.08%) Time Management
4 2 (15.38%) Database Security
5 1 (7.69%) Visualisation
Programming Languages
1 13 (100.00%) SQL
2 6 (46.15%) C#
3 1 (7.69%) C
Qualifications
1 6 (46.15%) Degree
2 3 (23.08%) Computer Science Degree
Quality Assurance & Compliance
1 3 (23.08%) Data Quality
Vendors
1 9 (69.23%) Microsoft
2 3 (23.08%) Siemens