Period
to 16 December 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Spotfire skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Spotfire over the 6 months to 16 December 2017 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
England > London
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 679 767 770
Rank change year-on-year +88 +3 +49
Permanent jobs citing Spotfire 145 73 144
As % of all permanent IT jobs advertised in London 0.20% 0.098% 0.16%
As % of the Database & Business Intelligence category 0.67% 0.33% 0.54%
Number of salaries quoted 111 56 108
London median annual salary £67,000 £56,250 £55,000
Median salary % change year-on-year +19.11% +2.27% -18.52%
10th Percentile £40,000 £38,125 £41,250
90th Percentile £102,500 £78,938 £86,250
England median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% -12.50%

Spotfire is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21750 22048 26835
As % of all permanent IT jobs advertised in London 29.58% 29.73% 30.53%
Number of salaries quoted 17491 19213 22883
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Spotfire
Job Vacancy Trend in London

Job postings citing Spotfire as a percentage of all IT jobs advertised in London.

Job vacancy trend for Spotfire in London

Spotfire
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Spotfire in London.

Salary trend for Spotfire in London

Spotfire
Salary Histogram in London

The salary distribution of IT jobs citing Spotfire in London over the 6 months to 16 December 2017.

Salary histogram for Spotfire in London

Spotfire
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spotfire within the London region over the 6 months to 16 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +21 10 £67,500 +50.00% 4
West London +22 6 £42,500 - 1
East London - 1 £70,000 - 1
Spotfire
England

For the 6 months to 16 December 2017, IT jobs citing Spotfire 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 London region with a requirement for Spotfire.

1 132 (91.03%) Tableau
2 128 (88.28%) Analytics
3 102 (70.34%) SQL
4 99 (68.28%) Data Analytics
5 95 (65.52%) Visualisation
6 79 (54.48%) SAS
7 65 (44.83%) Big Data
8 63 (43.45%) Hadoop
9 62 (42.76%) SPSS
10 60 (41.38%) QlikView
11 59 (40.69%) Python
12 57 (39.31%) R
13 50 (34.48%) ETL
14 49 (33.79%) Finance
15 46 (31.72%) Data Governance
15 46 (31.72%) Data Quality
16 42 (28.97%) Degree
16 42 (28.97%) Business Intelligence
17 41 (28.28%) Analytical Skills
18 40 (27.59%) Mathematics
18 40 (27.59%) Microsoft Excel
19 39 (26.90%) NoSQL
20 35 (24.14%) Data Visualisation
20 35 (24.14%) Google
21 33 (22.76%) Apache Spark
22 32 (22.07%) Data Analysis
23 31 (21.38%) Data Management
23 31 (21.38%) Stakeholder Management
24 30 (20.69%) Statistics
25 28 (19.31%) Oracle

Spotfire
Co-occurring IT Skills in London 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 79 (54.48%) SAS
2 33 (22.76%) Apache Spark
3 9 (6.21%) Apache Pig
4 1 (0.69%) Apache
4 1 (0.69%) Drupal
Applications
1 62 (42.76%) SPSS
2 40 (27.59%) Microsoft Excel
3 2 (1.38%) Microsoft Office
4 1 (0.69%) Mathematica
4 1 (0.69%) Spreadsheet
4 1 (0.69%) Stata
Business Applications
1 16 (11.03%) SAP InfiniteInsight
2 14 (9.66%) SAP ERP
3 3 (2.07%) Cognos Business Intelligence
4 2 (1.38%) Oracle Procure-to-Pay
5 1 (0.69%) Dynamics NAV
5 1 (0.69%) JDE OneWorld
5 1 (0.69%) NetSuite
Cloud Services
1 23 (15.86%) Adobe Analytics
1 23 (15.86%) Google Analytics
2 19 (13.10%) AdWords
2 19 (13.10%) Amazon AWS
3 12 (8.28%) Google Cloud Platform
3 12 (8.28%) Microsoft Azure
4 10 (6.90%) Amazon Kinesis
5 1 (0.69%) GitHub
Database & Business Intelligence
1 65 (44.83%) Big Data
2 63 (43.45%) Hadoop
3 60 (41.38%) QlikView
4 39 (26.90%) NoSQL
5 23 (15.86%) Power BI
6 21 (14.48%) Data Warehouse
7 19 (13.10%) Apache Cassandra
7 19 (13.10%) Apache Hive
8 15 (10.34%) Data Mining
8 15 (10.34%) SQL Server
9 14 (9.66%) Pentaho
10 12 (8.28%) Amazon Redshift
11 10 (6.90%) BigQuery
11 10 (6.90%) SAS Visual Analytics
12 9 (6.21%) BusinessObjects
12 9 (6.21%) SQL Server Integration Services
12 9 (6.21%) SQL Server Reporting Services
13 8 (5.52%) MongoDB
14 5 (3.45%) HBase
14 5 (3.45%) SAS EBI
Development Applications
1 11 (7.59%) Talend Open Studio
General
1 49 (33.79%) Finance
2 10 (6.90%) Marketing
2 10 (6.90%) Retail
3 9 (6.21%) Aerospace
4 4 (2.76%) Pharmaceutical
4 4 (2.76%) Telecoms
5 3 (2.07%) Banking
5 3 (2.07%) Manufacturing
6 2 (1.38%) Legal
7 1 (0.69%) Retail Banking
Job Titles
1 48 (33.10%) Analyst
2 40 (27.59%) Analytics Manager
3 33 (22.76%) Data Analytics Manager
4 30 (20.69%) Data Analyst
4 30 (20.69%) Data Manager
5 16 (11.03%) Insight Analyst
6 15 (10.34%) Web Analyst
7 14 (9.66%) Digital Analyst
7 14 (9.66%) Senior Analytics Manager
7 14 (9.66%) Senior Manager
8 13 (8.97%) ERP Manager
9 12 (8.28%) Data Insight Analyst
9 12 (8.28%) Insight Data Analyst
10 11 (7.59%) Digital Insight Analyst
11 10 (6.90%) Consultant
11 10 (6.90%) Developer
12 8 (5.52%) Data Scientist
13 6 (4.14%) Web Analytics Analyst
13 6 (4.14%) Web Analytics Manager
13 6 (4.14%) Web Manager
Libraries, Frameworks & Software Standards
1 26 (17.93%) D3.js
2 12 (8.28%) HTML
3 11 (7.59%) CSS
3 11 (7.59%) Web Services
4 10 (6.90%) AngularJS
4 10 (6.90%) HTML5
4 10 (6.90%) React
5 5 (3.45%) Kafka
6 3 (2.07%) Natural Language Processing
6 3 (2.07%) Pandas
7 1 (0.69%) .NET
7 1 (0.69%) ActiveX
7 1 (0.69%) Bokeh
7 1 (0.69%) MDX
7 1 (0.69%) MXNet
7 1 (0.69%) NumPy
7 1 (0.69%) scikit-learn
7 1 (0.69%) Spark Streaming
7 1 (0.69%) TensorFlow
7 1 (0.69%) Theano
Miscellaneous
1 41 (28.28%) Analytical Skills
2 25 (17.24%) User Experience
3 18 (12.41%) Computer Science
4 16 (11.03%) Management Information System
5 11 (7.59%) Analytical Mindset
6 9 (6.21%) Fintech
7 8 (5.52%) Social Network
8 5 (3.45%) Algorithms
9 4 (2.76%) Reinsurance
9 4 (2.76%) Taxonomies
10 3 (2.07%) Digital Media
10 3 (2.07%) FMCG
11 2 (1.38%) Tandem
12 1 (0.69%) Credit Risk
12 1 (0.69%) CUDA
12 1 (0.69%) Derivative
12 1 (0.69%) Enterprise Software
12 1 (0.69%) Market Risk
12 1 (0.69%) Social Media
Operating Systems
1 1 (0.69%) Linux
Processes & Methodologies
1 128 (88.28%) Analytics
2 99 (68.28%) Data Analytics
3 95 (65.52%) Visualisation
4 50 (34.48%) ETL
5 46 (31.72%) Data Governance
6 42 (28.97%) Business Intelligence
7 40 (27.59%) Mathematics
8 35 (24.14%) Data Visualisation
9 32 (22.07%) Data Analysis
10 31 (21.38%) Data Management
10 31 (21.38%) Stakeholder Management
11 30 (20.69%) Statistics
12 25 (17.24%) Data Cleansing
13 23 (15.86%) Agile Software Development
13 23 (15.86%) Data Extraction
14 22 (15.17%) Asset Management
15 21 (14.48%) E-Commerce
15 21 (14.48%) ERP
15 21 (14.48%) Machine Learning
16 20 (13.79%) Data Modelling
Programming Languages
1 102 (70.34%) SQL
2 59 (40.69%) Python
3 57 (39.31%) R
4 19 (13.10%) VBA
5 16 (11.03%) MATLAB
6 13 (8.97%) JavaScript
7 5 (3.45%) T-SQL
8 2 (1.38%) Java
8 2 (1.38%) Scala
9 1 (0.69%) C
9 1 (0.69%) VB
9 1 (0.69%) VB.NET
Qualifications
1 42 (28.97%) Degree
2 17 (11.72%) Security Cleared
3 14 (9.66%) SC Cleared
4 6 (4.14%) PhD
5 5 (3.45%) Master's Degree
6 3 (2.07%) Computer Science Degree
7 2 (1.38%) ACCA
7 2 (1.38%) CIMA
7 2 (1.38%) CTC Cleared
7 2 (1.38%) DV Cleared
8 1 (0.69%) Microsoft Certification
8 1 (0.69%) Numerate Degree
Quality Assurance & Compliance
1 46 (31.72%) Data Quality
2 12 (8.28%) CRD IV
2 12 (8.28%) EMIR
2 12 (8.28%) MiFID
3 4 (2.76%) GDPR
4 2 (1.38%) FATCA
5 1 (0.69%) QA
Vendors
1 132 (91.03%) Tableau
2 35 (24.14%) Google
3 28 (19.31%) Cloudera
3 28 (19.31%) Oracle
4 23 (15.86%) Adobe
4 23 (15.86%) Omniture
5 20 (13.79%) SAP
6 15 (10.34%) Alteryx
6 15 (10.34%) Informatica
7 13 (8.97%) Hortonworks
7 13 (8.97%) MapR
7 13 (8.97%) Teradata
8 12 (8.28%) Netezza
9 11 (7.59%) Talend
10 10 (6.90%) Alias
11 8 (5.52%) Cognos
12 6 (4.14%) Microsoft
13 4 (2.76%) RapidMiner
13 4 (2.76%) webMethods
14 3 (2.07%) IBM