Period
to 22 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Welwyn Garden City with a requirement for Visualisation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Visualisation over the 6 months to 22 June 2018 with a comparison to the same period in the previous 2 years.

Visualization
Hertfordshire > Welwyn Garden City
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 16 - -
Rank change year-on-year - - -
Permanent jobs citing Visualisation 57 0 0
As % of all permanent IT jobs advertised in Welwyn Garden City 13.83% - -
As % of the Processes & Methodologies category 14.36% - -
Number of salaries quoted 12 0 0
Welwyn Garden City median annual salary £46,250 - -
Hertfordshire median annual salary £50,000 £40,000 £43,750
% change year-on-year +25.00% -8.57% -28.57%

Visualisation 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 Welwyn Garden City with a requirement for process or methodology skills.

All Process and Methodology Skills
Welwyn Garden City
Permanent vacancies with a requirement for process or methodology skills 397 190 146
As % of all permanent IT jobs advertised in Welwyn Garden City 96.36% 87.96% 96.05%
Number of salaries quoted 107 133 128
Welwyn Garden City median annual salary £52,000 £45,000 £48,750
Median salary % change year-on-year +15.56% -7.69% +2.63%
10th Percentile £25,000 £27,800 £30,000
90th Percentile £77,000 £72,500 £84,250
Hertfordshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Visualisation
Job Vacancy Trend in Welwyn Garden City

Job postings citing Visualisation as a percentage of all IT jobs advertised in Welwyn Garden City.

Job vacancy trend for Visualisation in Welwyn Garden City

Visualisation
Salary Trend in Welwyn Garden City

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Visualisation in Welwyn Garden City.

Salary trend for Visualisation in Welwyn Garden City

Visualisation
Salary Histogram in Welwyn Garden City

The salary distribution of IT jobs citing Visualisation in Welwyn Garden City over the 6 months to 22 June 2018.

Salary histogram for Visualisation in Welwyn Garden City

For the 6 months to 22 June 2018, IT jobs citing Visualisation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Welwyn Garden City region with a requirement for Visualisation.

1 42 (73.68%) Tableau
2 39 (68.42%) SQL
3 36 (63.16%) Hadoop
4 31 (54.39%) Decision-Making
5 28 (49.12%) Analytics
6 27 (47.37%) Data Visualisation
7 25 (43.86%) Alteryx
7 25 (43.86%) E-Commerce
8 22 (38.60%) User Experience
9 20 (35.09%) Adobe
10 19 (33.33%) Coaching
11 17 (29.82%) Adobe Analytics
11 17 (29.82%) Business Intelligence
11 17 (29.82%) Due Diligence
12 16 (28.07%) Digital Analytics
12 16 (28.07%) Analytical Skills
13 15 (26.32%) Marketing
14 11 (19.30%) Teradata
14 11 (19.30%) MicroStrategy
14 11 (19.30%) Performance Management
14 11 (19.30%) Commercial Awareness
14 11 (19.30%) Customer Acquisition
15 10 (17.54%) Degree
16 9 (15.79%) Google
16 9 (15.79%) Google Analytics
17 8 (14.04%) People Management
17 8 (14.04%) Data Analysis
18 7 (12.28%) Retail
19 6 (10.53%) Cognos TM1
19 6 (10.53%) Microsoft Analysis Services

Visualisation
Co-occurring IT Skills in Welwyn Garden City 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 4 (7.02%) Apache Spark
2 1 (1.75%) Apache Pig
Applications
1 6 (10.53%) Microsoft Excel
Business Applications
1 6 (10.53%) Cognos Business Intelligence
1 6 (10.53%) Cognos TM1
Cloud Services
1 17 (29.82%) Adobe Analytics
2 9 (15.79%) Google Analytics
Database & Business Intelligence
1 36 (63.16%) Hadoop
2 6 (10.53%) Data Mining
2 6 (10.53%) Data Warehouse
2 6 (10.53%) Microsoft Analysis Services
2 6 (10.53%) Power BI
2 6 (10.53%) SQL Server
2 6 (10.53%) SQL Server Analysis Services
2 6 (10.53%) SQL Server Integration Services
2 6 (10.53%) SQL Server Reporting Services
3 1 (1.75%) Apache Hive
3 1 (1.75%) Big Data
General
1 15 (26.32%) Marketing
2 7 (12.28%) Retail
3 6 (10.53%) Finance
Job Titles
1 24 (42.11%) Performance Manager
2 15 (26.32%) Analyst
3 13 (22.81%) Analytics Manager
4 12 (21.05%) Senior Analyst
5 6 (10.53%) Product Manager
6 5 (8.77%) Customer Analytics Manager
7 4 (7.02%) Customer Analyst
8 3 (5.26%) Lead Product Manager
9 1 (1.75%) Data Scientist
Miscellaneous
1 22 (38.60%) User Experience
2 16 (28.07%) Analytical Skills
3 1 (1.75%) Algorithms
3 1 (1.75%) Analytical Mindset
3 1 (1.75%) Computer Science
3 1 (1.75%) Data Structures
Processes & Methodologies
1 31 (54.39%) Decision-Making
2 28 (49.12%) Analytics
3 27 (47.37%) Data Visualisation
4 25 (43.86%) E-Commerce
5 19 (33.33%) Coaching
6 17 (29.82%) Business Intelligence
6 17 (29.82%) Due Diligence
7 16 (28.07%) Digital Analytics
8 11 (19.30%) Commercial Awareness
8 11 (19.30%) Customer Acquisition
8 11 (19.30%) Performance Management
9 8 (14.04%) Data Analysis
9 8 (14.04%) People Management
10 6 (10.53%) Business Analysis
10 6 (10.53%) Business Development
10 6 (10.53%) Dashboard Development
10 6 (10.53%) Data Extraction
10 6 (10.53%) ETL
10 6 (10.53%) Statistics
11 5 (8.77%) Customer Analytics
Programming Languages
1 39 (68.42%) SQL
2 6 (10.53%) T-SQL
2 6 (10.53%) VBA
3 5 (8.77%) Python
3 5 (8.77%) R
4 1 (1.75%) Java
4 1 (1.75%) Scala
Qualifications
1 10 (17.54%) Degree
2 4 (7.02%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.75%) Actionable Recommendations
Vendors
1 42 (73.68%) Tableau
2 25 (43.86%) Alteryx
3 20 (35.09%) Adobe
4 11 (19.30%) MicroStrategy
4 11 (19.30%) Teradata
5 9 (15.79%) Google
6 6 (10.53%) Cognos
6 6 (10.53%) Microsoft