Period
to 23 June 2018

The following table provides summary statistics for permanent job vacancies 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 23 June 2018 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
UK
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 1034 978 1050
Rank change year-on-year -56 +72 +8
Permanent jobs citing Spotfire 152 211 221
As % of all permanent IT jobs advertised in the UK 0.087% 0.12% 0.11%
As % of the Database & Business Intelligence category 0.29% 0.40% 0.36%
Number of salaries quoted 115 177 174
UK median annual salary £50,000 £50,000 £55,000
Median salary % change year-on-year - -9.09% -4.35%
10th Percentile £37,500 £33,750 £36,325
90th Percentile £93,000 £78,750 £85,000
UK excluding London median annual salary £43,750 £40,000 £44,375
% change year-on-year +9.38% -9.86% +10.94%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 53,263 53,198 61,296
As % of all permanent IT jobs advertised in the UK 30.64% 30.75% 30.51%
Number of salaries quoted 43,564 44,976 52,183
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,500 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

Spotfire
Job Vacancy Trend

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

Job vacancy trend for Spotfire in the UK

Spotfire
Salary Trend

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

Salary trend for Spotfire in the UK

Spotfire
Salary Histogram

The salary distribution of IT jobs citing Spotfire over the 6 months to 23 June 2018.

Salary histogram for Spotfire in the UK

Spotfire
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spotfire within the UK over the 6 months to 23 June 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
England -44 141 £50,000 - 43
London -27 80 £62,000 +12.73% 27
UK excluding London -33 70 £43,750 +9.38% 17
South West +7 24 £50,000 +25.00% 2
North of England +4 12 £42,500 +6.25% 8
South East -2 9 £47,500 +9.20% 2
Scotland -26 9 £40,000 -11.11% 1
West Midlands +1 8 £34,000 -15.00% 4
Midlands -8 8 £34,000 -15.00% 4
East of England -12 8 £31,500 -42.73%
North West -9 7 £40,000 - 5
Yorkshire +24 3 £42,500 -17.87% 2
North East - 2 £42,750 - 1

For the 6 months to 23 June 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 with a requirement for Spotfire.

1 133 (87.50%) Tableau
2 111 (73.03%) Analytics
3 92 (60.53%) Business Intelligence
4 91 (59.87%) SQL
5 84 (55.26%) Data Analytics
6 83 (54.61%) Visualisation
7 77 (50.66%) Python
8 73 (48.03%) Big Data
9 62 (40.79%) QlikView
9 62 (40.79%) Java
9 62 (40.79%) ETL
10 59 (38.82%) Hadoop
11 56 (36.84%) Data Visualisation
12 54 (35.53%) Power BI
13 51 (33.55%) Amazon AWS
13 51 (33.55%) Agile Software Development
14 50 (32.89%) Apache Spark
15 49 (32.24%) Data Warehouse
15 49 (32.24%) Apache Hive
16 47 (30.92%) Microsoft
17 42 (27.63%) Impala
18 40 (26.32%) Finance
19 39 (25.66%) Amazon Redshift
20 38 (25.00%) Scrum
20 38 (25.00%) Talend
21 36 (23.68%) SQL Server Integration Services
21 36 (23.68%) Oracle
22 35 (23.03%) Scala
22 35 (23.03%) User Experience
23 34 (22.37%) Degree

Spotfire
Co-occurring IT Skills 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 50 (32.89%) Apache Spark
2 30 (19.74%) SAS
3 17 (11.18%) Apache Pig
3 17 (11.18%) Elasticsearch
4 5 (3.29%) Apache Solr
5 1 (0.66%) Apache
5 1 (0.66%) Oracle SOA Suite
Applications
1 21 (13.82%) SPSS
2 19 (12.50%) Microsoft Excel
3 8 (5.26%) Microsoft Office
4 4 (2.63%) Spreadsheet
5 3 (1.97%) Stata
6 1 (0.66%) Microsoft PowerPoint
6 1 (0.66%) Simulink
6 1 (0.66%) Weka
Business Applications
1 8 (5.26%) Cognos Business Intelligence
2 4 (2.63%) Adobe Campaign
2 4 (2.63%) SAP ERP
2 4 (2.63%) SAP InfiniteInsight
3 1 (0.66%) Oracle BPM
3 1 (0.66%) SAP Oil and Gas
Cloud Services
1 51 (33.55%) Amazon AWS
2 33 (21.71%) Microsoft Azure
3 23 (15.13%) Amazon EMR
4 19 (12.50%) Amazon Kinesis
5 17 (11.18%) GitHub
5 17 (11.18%) Google Cloud Platform
6 13 (8.55%) Adobe Analytics
6 13 (8.55%) AdWords
6 13 (8.55%) Google Analytics
7 11 (7.24%) AWS Lambda
7 11 (7.24%) Serverless
8 6 (3.95%) Amazon S3
9 1 (0.66%) SaaS
Database & Business Intelligence
1 73 (48.03%) Big Data
2 62 (40.79%) QlikView
3 59 (38.82%) Hadoop
4 54 (35.53%) Power BI
5 49 (32.24%) Apache Hive
5 49 (32.24%) Data Warehouse
6 42 (27.63%) Impala
7 39 (25.66%) Amazon Redshift
8 36 (23.68%) SQL Server Integration Services
9 34 (22.37%) BusinessObjects
10 29 (19.08%) SQL Server Reporting Services
11 28 (18.42%) SQL Server
12 27 (17.76%) NoSQL
13 19 (12.50%) BigQuery
13 19 (12.50%) DataStage
14 17 (11.18%) Amazon Athena
14 17 (11.18%) Apache Cassandra
14 17 (11.18%) Presto
15 15 (9.87%) HBase
15 15 (9.87%) Pentaho
Development Applications
1 24 (15.79%) JIRA
2 9 (5.92%) GitLab
3 5 (3.29%) Jenkins
4 4 (2.63%) Git (software)
4 4 (2.63%) RStudio
4 4 (2.63%) Visual Studio
5 2 (1.32%) Team Foundation Server
6 1 (0.66%) Octopus Deploy
6 1 (0.66%) Sonatype Nexus
General
1 40 (26.32%) Finance
2 9 (5.92%) Electronics
2 9 (5.92%) Retail
3 8 (5.26%) Banking
4 2 (1.32%) Advertising
4 2 (1.32%) Investment Banking
5 1 (0.66%) Aerospace
5 1 (0.66%) Automotive
5 1 (0.66%) General Ledger
5 1 (0.66%) Law
5 1 (0.66%) Legal
5 1 (0.66%) Marketing
5 1 (0.66%) Pharmaceutical
5 1 (0.66%) Retail Banking
5 1 (0.66%) Telecoms
Job Titles
1 39 (25.66%) Data Engineer
2 26 (17.11%) Analyst
2 26 (17.11%) Developer
3 22 (14.47%) Consultant
4 19 (12.50%) Architect
4 19 (12.50%) Data Consultant
4 19 (12.50%) Senior Data Engineer
5 18 (11.84%) Hadoop Engineer
6 17 (11.18%) AWS Engineer
6 17 (11.18%) Data Architect
6 17 (11.18%) Senior Hadoop Engineer
7 15 (9.87%) Big Data Architect
8 13 (8.55%) Web Analyst
9 12 (7.89%) Analytics Consultant
10 11 (7.24%) Data Analytics Consultant
11 10 (6.58%) Analytics Manager
11 10 (6.58%) Big Data Engineer
11 10 (6.58%) Business Intelligence Developer
11 10 (6.58%) Senior Consultant
12 9 (5.92%) SQL Developer
Libraries, Frameworks & Software Standards
1 18 (11.84%) MLlib
1 18 (11.84%) Pandas
2 17 (11.18%) Web Services
3 15 (9.87%) Kafka
4 14 (9.21%) Spark Streaming
5 10 (6.58%) D3.js
5 10 (6.58%) JSON
6 6 (3.95%) XML
7 5 (3.29%) HTML
7 5 (3.29%) Lucene
7 5 (3.29%) MDX
8 4 (2.63%) CSS
8 4 (2.63%) scikit-learn
9 3 (1.97%) HTML5
9 3 (1.97%) Keras
9 3 (1.97%) TensorFlow
9 3 (1.97%) XGBoost
10 2 (1.32%) .NET
10 2 (1.32%) Natural Language Processing
10 2 (1.32%) NumPy
Miscellaneous
1 35 (23.03%) User Experience
2 24 (15.79%) Analytical Skills
3 23 (15.13%) Clustering
4 13 (8.55%) Computer Science
5 9 (5.92%) Enterprise Software
6 6 (3.95%) Digital Media
6 6 (3.95%) Management Information System
7 3 (1.97%) Data Centre
7 3 (1.97%) PMI
8 2 (1.32%) Algorithms
8 2 (1.32%) Analytical Mindset
8 2 (1.32%) Fintech
9 1 (0.66%) Cyberthreat
9 1 (0.66%) FMCG
9 1 (0.66%) Greenfield Project
9 1 (0.66%) Hedge funds
Operating Systems
1 13 (8.55%) Linux
2 4 (2.63%) Unix
3 1 (0.66%) Android
Processes & Methodologies
1 111 (73.03%) Analytics
2 92 (60.53%) Business Intelligence
3 84 (55.26%) Data Analytics
4 83 (54.61%) Visualisation
5 62 (40.79%) ETL
6 56 (36.84%) Data Visualisation
7 51 (33.55%) Agile Software Development
8 38 (25.00%) Scrum
9 33 (21.71%) Data Modelling
10 31 (20.39%) MapReduce
11 30 (19.74%) DevOps
12 27 (17.76%) Stakeholder Management
13 23 (15.13%) Software Engineering
14 21 (13.82%) Mathematics
14 21 (13.82%) Problem-Solving
15 20 (13.16%) Artificial Intelligence
15 20 (13.16%) Open Source
16 19 (12.50%) Coaching
17 18 (11.84%) Performance Tuning
18 17 (11.18%) Deployment Automation
Programming Languages
1 91 (59.87%) SQL
2 77 (50.66%) Python
3 62 (40.79%) Java
4 35 (23.03%) Scala
5 29 (19.08%) R
6 18 (11.84%) MATLAB
7 17 (11.18%) C#
8 15 (9.87%) T-SQL
9 11 (7.24%) VBA
10 10 (6.58%) PL/SQL
11 4 (2.63%) JavaScript
12 3 (1.97%) C
13 2 (1.32%) C++
13 2 (1.32%) VB
14 1 (0.66%) Data Analysis Expressions (DAX)
14 1 (0.66%) Java 8
14 1 (0.66%) PowerShell
Qualifications
1 34 (22.37%) Degree
2 9 (5.92%) Computer Science Degree
3 5 (3.29%) Master's Degree
4 4 (2.63%) Microsoft Certification
4 4 (2.63%) Security Cleared
5 3 (1.97%) DV Cleared
5 3 (1.97%) PMI Certification
5 3 (1.97%) SC Cleared
6 2 (1.32%) PhD
Quality Assurance & Compliance
1 21 (13.82%) Data Quality
2 4 (2.63%) QA
3 1 (0.66%) CRD IV
3 1 (0.66%) EMIR
3 1 (0.66%) ISO/IEC 20000
3 1 (0.66%) MiFID
System Software
1 17 (11.18%) Docker
2 10 (6.58%) Apache ZooKeeper
2 10 (6.58%) HDFS
Systems Management
1 9 (5.92%) Oozie
2 4 (2.63%) Systems Management Server (SMS)
3 1 (0.66%) Ambari
3 1 (0.66%) Control-M
3 1 (0.66%) Opscode Chef
3 1 (0.66%) Puppet
Vendors
1 133 (87.50%) Tableau
2 47 (30.92%) Microsoft
3 38 (25.00%) Talend
4 36 (23.68%) Oracle
5 34 (22.37%) Informatica
6 30 (19.74%) Google
7 29 (19.08%) SAP
8 28 (18.42%) Cloudera
9 24 (15.79%) MicroStrategy
10 22 (14.47%) TIBCO
11 18 (11.84%) Cognos
12 17 (11.18%) Atlassian
12 17 (11.18%) IBM
13 15 (9.87%) Alteryx
14 14 (9.21%) Greenplum
14 14 (9.21%) HP
14 14 (9.21%) Vertica
15 13 (8.55%) Adobe
15 13 (8.55%) Omniture
16 12 (7.89%) Netezza