Period
to 19 July 2018

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 19 July 2018 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
England > London
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 755 723 774
Rank change year-on-year -32 +51 -27
Permanent jobs citing Spotfire 75 129 125
As % of all permanent IT jobs advertised in London 0.11% 0.18% 0.15%
As % of the Database & Business Intelligence category 0.34% 0.59% 0.50%
Number of salaries quoted 47 104 92
London median annual salary £65,000 £55,000 £57,500
Median salary % change year-on-year +18.18% -4.35% -4.17%
10th Percentile £47,500 £32,725 £40,250
90th Percentile £96,250 £101,150 £78,625
England median annual salary £50,000 £50,000 £55,000
% change year-on-year - -9.09% -4.35%

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 22,383 21,782 25,101
As % of all permanent IT jobs advertised in London 31.58% 29.71% 30.23%
Number of salaries quoted 17,639 18,129 21,877
London median annual salary £62,500 £60,000 £56,000
Median salary % change year-on-year +4.17% +7.14% +1.82%
10th Percentile £37,500 £36,250 £35,400
90th Percentile £92,500 £90,000 £85,000
England median annual salary £50,000 £47,500 £47,500
% 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 19 July 2018.

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 19 July 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -30 11 £51,250 +28.13% 9
East London - 1 - -
Spotfire
England

For the 6 months to 19 July 2018, IT jobs citing Spotfire 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 London region with a requirement for Spotfire.

1 69 (92.00%) Tableau
2 58 (77.33%) Analytics
3 53 (70.67%) Python
4 45 (60.00%) Data Analytics
5 42 (56.00%) Big Data
6 39 (52.00%) Hadoop
6 39 (52.00%) Business Intelligence
7 34 (45.33%) SQL
8 32 (42.67%) Java
8 32 (42.67%) Agile Software Development
8 32 (42.67%) Apache Hive
9 31 (41.33%) Visualisation
10 30 (40.00%) Amazon AWS
10 30 (40.00%) Apache Spark
10 30 (40.00%) Finance
10 30 (40.00%) ETL
11 28 (37.33%) Data Warehouse
11 28 (37.33%) Talend
12 27 (36.00%) NoSQL
12 27 (36.00%) QlikView
13 26 (34.67%) Data Modelling
13 26 (34.67%) SAP
14 25 (33.33%) Cloudera
14 25 (33.33%) Microsoft
15 24 (32.00%) Degree
16 23 (30.67%) Google
16 23 (30.67%) BusinessObjects
16 23 (30.67%) Impala
17 21 (28.00%) Power BI
17 21 (28.00%) Scrum

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 30 (40.00%) Apache Spark
2 11 (14.67%) SAS
3 5 (6.67%) Apache Solr
4 3 (4.00%) Apache
5 2 (2.67%) Apache Pig
Applications
1 7 (9.33%) Microsoft Excel
2 6 (8.00%) Spreadsheet
3 5 (6.67%) SPSS
4 3 (4.00%) Microsoft Office
4 3 (4.00%) Stata
Business Applications
1 6 (8.00%) Cognos Business Intelligence
2 4 (5.33%) SAP ERP
2 4 (5.33%) SAP InfiniteInsight
3 1 (1.33%) SAP Oil and Gas
Cloud Services
1 30 (40.00%) Amazon AWS
2 15 (20.00%) Microsoft Azure
3 13 (17.33%) Google Cloud Platform
4 11 (14.67%) AWS Lambda
4 11 (14.67%) Serverless
5 10 (13.33%) Adobe Analytics
5 10 (13.33%) AdWords
5 10 (13.33%) Google Analytics
6 6 (8.00%) Amazon EMR
6 6 (8.00%) Amazon S3
7 1 (1.33%) SaaS
Database & Business Intelligence
1 42 (56.00%) Big Data
2 39 (52.00%) Hadoop
3 32 (42.67%) Apache Hive
4 28 (37.33%) Data Warehouse
5 27 (36.00%) NoSQL
5 27 (36.00%) QlikView
6 23 (30.67%) BusinessObjects
6 23 (30.67%) Impala
7 21 (28.00%) Power BI
8 19 (25.33%) Amazon Redshift
9 16 (21.33%) Apache Cassandra
9 16 (21.33%) HBase
10 15 (20.00%) SQL Server
10 15 (20.00%) SQL Server Integration Services
11 14 (18.67%) Flink
12 13 (17.33%) Apache Kudu
12 13 (17.33%) Data Lake
12 13 (17.33%) DataStage
12 13 (17.33%) Pentaho
12 13 (17.33%) SQL Server Reporting Services
Development Applications
1 9 (12.00%) GitLab
2 7 (9.33%) Jenkins
2 7 (9.33%) JIRA
3 6 (8.00%) Git (software)
4 4 (5.33%) RStudio
5 2 (2.67%) Subversion
5 2 (2.67%) Team Foundation Server
5 2 (2.67%) Visual Studio
5 2 (2.67%) Visual Studio Team System
6 1 (1.33%) Octopus Deploy
6 1 (1.33%) Sonatype Nexus
General
1 30 (40.00%) Finance
2 7 (9.33%) Retail
3 2 (2.67%) Banking
3 2 (2.67%) Marketing
3 2 (2.67%) Pharmaceutical
3 2 (2.67%) Telecoms
4 1 (1.33%) Aerospace
4 1 (1.33%) Investment Banking
Job Titles
1 26 (34.67%) Data Engineer
2 17 (22.67%) Architect
3 16 (21.33%) Data Architect
4 14 (18.67%) Big Data Architect
5 12 (16.00%) Big Data Engineer
6 11 (14.67%) Analyst
7 10 (13.33%) Web Analyst
8 9 (12.00%) Consultant
9 7 (9.33%) Analytics Manager
10 6 (8.00%) Data Analytics Engineer
10 6 (8.00%) Data Consultant
10 6 (8.00%) Data Visualisation Consultant
11 5 (6.67%) Senior Analyst
11 5 (6.67%) Senior Web Analyst
12 4 (5.33%) Data Analytics Manager
12 4 (5.33%) Data Manager
12 4 (5.33%) Web Analytics Analyst
13 3 (4.00%) Data Scientist
13 3 (4.00%) ERP Manager
13 3 (4.00%) Risk Manager
Libraries, Frameworks & Software Standards
1 16 (21.33%) Kafka
2 13 (17.33%) Spark Streaming
2 13 (17.33%) Web Services
3 10 (13.33%) JSON
4 6 (8.00%) D3.js
4 6 (8.00%) XML
5 5 (6.67%) Lucene
5 5 (6.67%) TensorFlow
6 4 (5.33%) scikit-learn
7 3 (4.00%) Keras
7 3 (4.00%) XGBoost
8 2 (2.67%) CNTK
8 2 (2.67%) MXNet
8 2 (2.67%) Theano
8 2 (2.67%) Velocity
9 1 (1.33%) MDX
9 1 (1.33%) MLlib
9 1 (1.33%) NumPy
9 1 (1.33%) Pandas
9 1 (1.33%) SparkR
Miscellaneous
1 11 (14.67%) Analytical Skills
1 11 (14.67%) Enterprise Software
1 11 (14.67%) User Experience
2 10 (13.33%) Computer Science
3 6 (8.00%) Clustering
3 6 (8.00%) Digital Media
4 4 (5.33%) Algorithms
5 3 (4.00%) Data Centre
6 2 (2.67%) FMCG
7 1 (1.33%) Cyberthreat
7 1 (1.33%) Fintech
7 1 (1.33%) Greenfield Project
7 1 (1.33%) Hedge funds
7 1 (1.33%) Management Information System
Operating Systems
1 12 (16.00%) Linux
2 4 (5.33%) Unix
Processes & Methodologies
1 58 (77.33%) Analytics
2 45 (60.00%) Data Analytics
3 39 (52.00%) Business Intelligence
4 32 (42.67%) Agile Software Development
5 31 (41.33%) Visualisation
6 30 (40.00%) ETL
7 26 (34.67%) Data Modelling
8 21 (28.00%) Scrum
9 17 (22.67%) Data Science
10 15 (20.00%) MapReduce
10 15 (20.00%) Mathematics
11 14 (18.67%) Data Visualisation
12 13 (17.33%) DevOps
12 13 (17.33%) Performance Tuning
12 13 (17.33%) Software Engineering
12 13 (17.33%) Stakeholder Management
13 11 (14.67%) Creative Thinking
13 11 (14.67%) DNA
14 10 (13.33%) Configuration Management
14 10 (13.33%) E-Commerce
Programming Languages
1 53 (70.67%) Python
2 34 (45.33%) SQL
3 32 (42.67%) Java
4 19 (25.33%) Scala
5 15 (20.00%) R
6 12 (16.00%) MATLAB
7 5 (6.67%) C
7 5 (6.67%) VBA
8 3 (4.00%) JavaScript
9 1 (1.33%) Data Analysis Expressions (DAX)
9 1 (1.33%) Java 8
9 1 (1.33%) PowerShell
Qualifications
1 24 (32.00%) Degree
2 7 (9.33%) Master's Degree
3 5 (6.67%) Computer Science Degree
4 4 (5.33%) Security Cleared
5 3 (4.00%) DV Cleared
5 3 (4.00%) SC Cleared
6 2 (2.67%) PhD
Quality Assurance & Compliance
1 7 (9.33%) QA
2 3 (4.00%) Data Quality
System Software
1 10 (13.33%) Apache ZooKeeper
1 10 (13.33%) HDFS
2 2 (2.67%) Apache Flume
2 2 (2.67%) Docker
Systems Management
1 9 (12.00%) Oozie
2 1 (1.33%) Control-M
2 1 (1.33%) Opscode Chef
2 1 (1.33%) Puppet
Vendors
1 69 (92.00%) Tableau
2 28 (37.33%) Talend
3 26 (34.67%) SAP
4 25 (33.33%) Cloudera
4 25 (33.33%) Microsoft
5 23 (30.67%) Google
6 18 (24.00%) Informatica
7 17 (22.67%) Oracle
8 14 (18.67%) IBM
8 14 (18.67%) TIBCO
9 13 (17.33%) Alteryx
9 13 (17.33%) Greenplum
9 13 (17.33%) HP
9 13 (17.33%) Vertica
10 10 (13.33%) Adobe
10 10 (13.33%) Cognos
10 10 (13.33%) MicroStrategy
10 10 (13.33%) Omniture
11 6 (8.00%) Cognizant
11 6 (8.00%) Salesforce.com