Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
England > London
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 736 697 766
Rank change year-on-year -39 +69 +1
Permanent jobs citing Spotfire 73 146 96
As % of all permanent IT jobs advertised in London 0.11% 0.20% 0.12%
As % of the Database & Business Intelligence category 0.35% 0.66% 0.43%
Number of salaries quoted 42 119 74
London median annual salary £72,500 £62,750 £60,000
Median salary % change year-on-year +15.54% +4.58% +4.35%
10th Percentile £49,550 £32,500 £44,125
90th Percentile £105,000 £103,000 £79,625
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 20,786 21,956 22,548
As % of all permanent IT jobs advertised in London 30.77% 29.61% 29.33%
Number of salaries quoted 16,567 17,568 19,585
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,000 £50,000 £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 21 October 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 21 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -36 9 £88,750 +69.05% 5
East London -4 1 - - 1
Spotfire
England

For the 6 months to 21 October 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 65 (89.04%) Tableau
2 57 (78.08%) Analytics
3 48 (65.75%) Python
4 47 (64.38%) Data Analytics
5 44 (60.27%) Business Intelligence
6 43 (58.90%) Hadoop
7 41 (56.16%) Big Data
8 37 (50.68%) Java
9 36 (49.32%) Apache Spark
10 34 (46.58%) Amazon AWS
10 34 (46.58%) Apache Hive
11 32 (43.84%) NoSQL
11 32 (43.84%) Visualisation
11 32 (43.84%) ETL
12 31 (42.47%) SAP
12 31 (42.47%) BusinessObjects
13 30 (41.10%) Agile Software Development
13 30 (41.10%) Talend
14 29 (39.73%) Power BI
14 29 (39.73%) QlikView
14 29 (39.73%) Data Warehouse
15 28 (38.36%) SQL
15 28 (38.36%) Microsoft Azure
16 27 (36.99%) Apache Cassandra
16 27 (36.99%) HBase
16 27 (36.99%) Cloudera
16 27 (36.99%) Amazon Redshift
17 26 (35.62%) Kafka
17 26 (35.62%) Microsoft
18 25 (34.25%) Informatica

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 36 (49.32%) Apache Spark
2 15 (20.55%) SAS
3 4 (5.48%) Apache
4 3 (4.11%) Apache Pig
4 3 (4.11%) Elasticsearch
Applications
1 8 (10.96%) SPSS
2 4 (5.48%) Microsoft Excel
3 3 (4.11%) Microsoft Office
3 3 (4.11%) Stata
4 2 (2.74%) Spreadsheet
5 1 (1.37%) Microsoft PowerPoint
Business Applications
1 6 (8.22%) Cognos Business Intelligence
2 2 (2.74%) SAP ERP
2 2 (2.74%) SAP InfiniteInsight
Cloud Services
1 34 (46.58%) Amazon AWS
2 28 (38.36%) Microsoft Azure
3 22 (30.14%) Google Cloud Platform
4 7 (9.59%) AWS Lambda
4 7 (9.59%) Serverless
5 2 (2.74%) Adobe Analytics
5 2 (2.74%) AdWords
5 2 (2.74%) Amazon SQS
5 2 (2.74%) Azure Machine Learning
5 2 (2.74%) Google Analytics
Database & Business Intelligence
1 43 (58.90%) Hadoop
2 41 (56.16%) Big Data
3 34 (46.58%) Apache Hive
4 32 (43.84%) NoSQL
5 31 (42.47%) BusinessObjects
6 29 (39.73%) Data Warehouse
6 29 (39.73%) Power BI
6 29 (39.73%) QlikView
7 27 (36.99%) Amazon Redshift
7 27 (36.99%) Apache Cassandra
7 27 (36.99%) HBase
8 24 (32.88%) Impala
9 21 (28.77%) Apache Kudu
9 21 (28.77%) Flink
9 21 (28.77%) Pentaho
9 21 (28.77%) SQL Server Integration Services
10 20 (27.40%) DataStage
11 14 (19.18%) SQL Server
12 10 (13.70%) Data Lake
13 8 (10.96%) SQL Server Reporting Services
Development Applications
1 6 (8.22%) Git (software)
2 4 (5.48%) GitLab
2 4 (5.48%) RStudio
3 3 (4.11%) Jenkins
3 3 (4.11%) Subversion
3 3 (4.11%) Visual Studio
3 3 (4.11%) Visual Studio Team System
4 2 (2.74%) JIRA
4 2 (2.74%) Team Foundation Server
General
1 22 (30.14%) Finance
2 9 (12.33%) Retail
3 8 (10.96%) Banking
4 3 (4.11%) Marketing
4 3 (4.11%) Pharmaceutical
4 3 (4.11%) Telecoms
5 2 (2.74%) Aerospace
5 2 (2.74%) Law
5 2 (2.74%) Military
6 1 (1.37%) Investment Banking
Job Titles
1 25 (34.25%) Architect
1 25 (34.25%) Data Architect
2 23 (31.51%) Big Data Architect
3 17 (23.29%) Consultant
3 17 (23.29%) Data Engineer
4 10 (13.70%) Data Consultant
5 8 (10.96%) Data Manager
6 7 (9.59%) Big Data Engineer
6 7 (9.59%) Data Visualisation Consultant
7 6 (8.22%) Analyst
7 6 (8.22%) Business Consultant
7 6 (8.22%) Business Intelligence Consultant
8 5 (6.85%) Analytics Manager
8 5 (6.85%) Data Analytics Manager
8 5 (6.85%) Senior Manager
9 4 (5.48%) Data Analyst
10 3 (4.11%) Analytics Consultant
10 3 (4.11%) Senior Analytics Manager
10 3 (4.11%) Senior Consultant
11 2 (2.74%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 26 (35.62%) Kafka
2 21 (28.77%) Spark Streaming
3 20 (27.40%) Web Services
4 4 (5.48%) JSON
4 4 (5.48%) TensorFlow
5 3 (4.11%) Caffe
5 3 (4.11%) CNTK
5 3 (4.11%) D3.js
5 3 (4.11%) HTML
5 3 (4.11%) MXNet
5 3 (4.11%) Theano
5 3 (4.11%) Velocity
6 2 (2.74%) Natural Language Processing
6 2 (2.74%) scikit-learn
7 1 (1.37%) COM
7 1 (1.37%) CSS
7 1 (1.37%) NumPy
7 1 (1.37%) Pandas
7 1 (1.37%) SparkR
7 1 (1.37%) XGBoost
Miscellaneous
1 16 (21.92%) Analytical Skills
2 13 (17.81%) Computer Science
3 9 (12.33%) Fintech
4 5 (6.85%) Algorithms
5 3 (4.11%) Data Centre
5 3 (4.11%) FMCG
5 3 (4.11%) User Experience
6 2 (2.74%) Digital Media
6 2 (2.74%) Enterprise Software
7 1 (1.37%) Cyberthreat
7 1 (1.37%) Social Network
Operating Systems
1 17 (23.29%) Unix
2 7 (9.59%) Linux
Processes & Methodologies
1 57 (78.08%) Analytics
2 47 (64.38%) Data Analytics
3 44 (60.27%) Business Intelligence
4 32 (43.84%) ETL
4 32 (43.84%) Visualisation
5 30 (41.10%) Agile Software Development
6 25 (34.25%) MapReduce
7 23 (31.51%) Scrum
8 21 (28.77%) Performance Tuning
8 21 (28.77%) Software Engineering
9 20 (27.40%) Creative Thinking
9 20 (27.40%) Data Modelling
10 18 (24.66%) Data Visualisation
11 15 (20.55%) Data Science
12 14 (19.18%) Machine Learning
13 12 (16.44%) Mathematics
14 10 (13.70%) Stakeholder Management
15 9 (12.33%) Problem-Solving
16 8 (10.96%) Data Management
16 8 (10.96%) DNA
Programming Languages
1 48 (65.75%) Python
2 37 (50.68%) Java
3 28 (38.36%) SQL
4 13 (17.81%) R
4 13 (17.81%) Scala
5 6 (8.22%) C
6 5 (6.85%) JavaScript
7 4 (5.48%) MATLAB
8 3 (4.11%) C#
8 3 (4.11%) PHP
9 2 (2.74%) VB
9 2 (2.74%) VBA
10 1 (1.37%) C++
10 1 (1.37%) Shell Script
Qualifications
1 15 (20.55%) Degree
2 4 (5.48%) Security Cleared
3 3 (4.11%) DV Cleared
3 3 (4.11%) Master's Degree
3 3 (4.11%) SC Cleared
4 1 (1.37%) PhD
Quality Assurance & Compliance
1 5 (6.85%) Data Quality
2 3 (4.11%) QA
System Software
1 6 (8.22%) HDFS
2 4 (5.48%) Apache ZooKeeper
3 3 (4.11%) Apache Flume
3 3 (4.11%) Docker
Systems Management
1 4 (5.48%) Oozie
Vendors
1 65 (89.04%) Tableau
2 31 (42.47%) SAP
3 30 (41.10%) Talend
4 27 (36.99%) Cloudera
5 26 (35.62%) Microsoft
6 25 (34.25%) Informatica
7 24 (32.88%) IBM
8 23 (31.51%) Google
9 21 (28.77%) TIBCO
10 20 (27.40%) Greenplum
10 20 (27.40%) HP
10 20 (27.40%) Vertica
11 18 (24.66%) Oracle
12 12 (16.44%) Alteryx
13 9 (12.33%) Cognos
13 9 (12.33%) MicroStrategy
14 4 (5.48%) Teradata
15 3 (4.11%) Red Hat
16 2 (2.74%) Ab Initio
16 2 (2.74%) TOWER Software