Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Customer Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Customer Analytics over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Customer Analytics
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 1052 1126 1141
Rank change year-on-year +74 +15 +66
Permanent jobs citing Customer Analytics 122 72 140
As % of all permanent IT jobs advertised in England 0.072% 0.040% 0.068%
As % of the Processes & Methodologies category 0.080% 0.045% 0.077%
Number of salaries quoted 99 62 108
England median annual salary £45,000 £67,500 £55,000
Median salary % change year-on-year -33.33% +22.73% -15.38%
10th Percentile £34,500 £37,500 £31,250
90th Percentile £71,750 £94,875 £75,000
UK median annual salary £43,500 £67,500 £55,000
% change year-on-year -35.56% +22.73% -15.38%

Customer Analytics 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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 152449 159358 181424
As % of all permanent IT jobs advertised in England 89.91% 89.39% 88.74%
Number of salaries quoted 121294 133740 151021
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Customer Analytics
Job Vacancy Trend in England

Job postings citing Customer Analytics as a percentage of all IT jobs advertised in England.

Job vacancy trend for Customer Analytics in England

Customer Analytics
Salary Trend in England

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

Salary trend for Customer Analytics in England

Customer Analytics
Salary Histogram in England

The salary distribution of IT jobs citing Customer Analytics in England over the 6 months to 21 November 2017.

Salary histogram for Customer Analytics in England

Customer Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Customer Analytics within the England region over the 6 months to 21 November 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
London +47 58 £55,000 -31.25% 3
North of England +30 20 £42,500 +38.21% 1
North West +19 19 £42,500 +41.67% 1
East of England +5 18 £27,500 -38.20%
Midlands +50 16 £40,500 -19.00%
West Midlands +28 16 £40,500 -19.00%
South East +41 6 £57,500 -17.86% 1
South West - 4 £43,000 -
Yorkshire +22 2 £35,000 -26.32%
Customer Analytics
UK

For the 6 months to 21 November 2017, IT jobs citing Customer Analytics 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 England region with a requirement for Customer Analytics.

1 122 (100.00%) Analytics
2 70 (57.38%) Analytical Skills
3 65 (53.28%) SQL
4 61 (50.00%) Python
5 51 (41.80%) Finance
6 49 (40.16%) Retail
7 47 (38.52%) Marketing
8 45 (36.89%) SAS
8 45 (36.89%) R
9 43 (35.25%) Degree
10 33 (27.05%) Statistics
11 30 (24.59%) Big Data
12 28 (22.95%) Machine Learning
13 27 (22.13%) Mathematics
14 26 (21.31%) Statistical Modelling
15 25 (20.49%) Hadoop
15 25 (20.49%) Apache Spark
16 23 (18.85%) Actionable Insight
17 22 (18.03%) Agile Software Development
17 22 (18.03%) Data Analysis
17 22 (18.03%) Computer Science
18 21 (17.21%) Business Intelligence
18 21 (17.21%) Visualisation
19 20 (16.39%) Amazon AWS
19 20 (16.39%) Apache Hive
19 20 (16.39%) Web Services
19 20 (16.39%) Strategic Thinking
20 19 (15.57%) Predictive Modelling
21 18 (14.75%) Tableau
21 18 (14.75%) Microsoft Excel

Customer Analytics
Co-occurring IT Skills in England 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 45 (36.89%) SAS
2 25 (20.49%) Apache Spark
3 8 (6.56%) Jupyter
4 4 (3.28%) Adobe Experience Manager
5 1 (0.82%) CMS
Applications
1 18 (14.75%) Microsoft Excel
2 16 (13.11%) SPSS
3 4 (3.28%) EViews
3 4 (3.28%) Fireworks
3 4 (3.28%) InVision
3 4 (3.28%) Microsoft PowerPoint
3 4 (3.28%) Photoshop
3 4 (3.28%) SPSS Modeler
4 2 (1.64%) Gephi
5 1 (0.82%) UserZoom
Business Applications
1 4 (3.28%) Cognos Business Intelligence
2 2 (1.64%) Adobe Campaign
Cloud Services
1 20 (16.39%) Amazon AWS
2 6 (4.92%) Azure Machine Learning
2 6 (4.92%) Microsoft Azure
3 4 (3.28%) SaaS
4 3 (2.46%) Google Cloud Platform
5 2 (1.64%) Cortana Intelligence Suite
6 1 (0.82%) Adobe Analytics
6 1 (0.82%) Flurry Analytics
6 1 (0.82%) Google Analytics
Communications & Networking
1 2 (1.64%) NAS
1 2 (1.64%) SAN
Database & Business Intelligence
1 30 (24.59%) Big Data
2 25 (20.49%) Hadoop
3 20 (16.39%) Apache Hive
4 17 (13.93%) Impala
5 12 (9.84%) Data Mining
6 10 (8.20%) SAS Enterprise Guide
7 7 (5.74%) SQL Server
8 6 (4.92%) Oracle Database
8 6 (4.92%) SAS Enterprise Miner
9 5 (4.10%) MySQL
9 5 (4.10%) Sqoop
9 5 (4.10%) Text Mining
10 4 (3.28%) Base SAS
10 4 (3.28%) Cognos Report Studio
10 4 (3.28%) Data Warehouse
10 4 (3.28%) OLAP
10 4 (3.28%) Oracle OLAP
10 4 (3.28%) SAS Data Integration Studio
11 3 (2.46%) Apache Cassandra
11 3 (2.46%) MongoDB
Development Applications
1 4 (3.28%) Axure RP
1 4 (3.28%) RStudio
General
1 51 (41.80%) Finance
2 49 (40.16%) Retail
3 47 (38.52%) Marketing
4 7 (5.74%) Games
5 2 (1.64%) French Language
5 2 (1.64%) Telecoms
6 1 (0.82%) Banking
6 1 (0.82%) Legal
Job Titles
1 61 (50.00%) Analyst
2 29 (23.77%) Consultant
3 24 (19.67%) Data Analyst
4 20 (16.39%) Data Consultant
5 18 (14.75%) Analytics Consultant
6 16 (13.11%) Data Scientist
7 12 (9.84%) Business Analyst
7 12 (9.84%) Customer Analyst
7 12 (9.84%) Data Analytics Consultant
8 11 (9.02%) SAS Consultant
9 9 (7.38%) Software Analyst
10 8 (6.56%) Business Intelligence Analyst
10 8 (6.56%) Senior Consultant
10 8 (6.56%) SQL Analyst
11 7 (5.74%) Retail Business Analyst
11 7 (5.74%) Senior Analyst
12 6 (4.92%) Insight Analyst
12 6 (4.92%) SAS Analyst
13 5 (4.10%) Customer Insight Analyst
13 5 (4.10%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 20 (16.39%) Web Services
2 11 (9.02%) JSON
3 6 (4.92%) CSS
3 6 (4.92%) HTML
4 4 (3.28%) Ajax
5 3 (2.46%) Natural Language Processing
6 2 (1.64%) D3.js
6 2 (1.64%) XML
7 1 (0.82%) jQuery
7 1 (0.82%) Kafka
7 1 (0.82%) Node.js
7 1 (0.82%) React
7 1 (0.82%) Sass
7 1 (0.82%) Twitter Bootstrap
Miscellaneous
1 70 (57.38%) Analytical Skills
2 22 (18.03%) Computer Science
3 17 (13.93%) Foreign Exchange (FX)
4 16 (13.11%) Algorithms
5 7 (5.74%) User Experience
6 5 (4.10%) BBC
6 5 (4.10%) Social Media
7 4 (3.28%) Fintech
7 4 (3.28%) FMCG
7 4 (3.28%) Greenfield Project
8 2 (1.64%) Data Centre
8 2 (1.64%) Management Information System
9 1 (0.82%) Blog
9 1 (0.82%) Clustering
9 1 (0.82%) Credit Risk
9 1 (0.82%) Cybercrime
9 1 (0.82%) Cyberthreat
9 1 (0.82%) Digital Media
9 1 (0.82%) Enterprise Software
9 1 (0.82%) Mobile Payment
Operating Systems
1 4 (3.28%) Unix
2 1 (0.82%) Android
2 1 (0.82%) Apple iOS
2 1 (0.82%) Linux
Processes & Methodologies
1 122 (100.00%) Analytics
2 33 (27.05%) Statistics
3 28 (22.95%) Machine Learning
4 27 (22.13%) Mathematics
5 26 (21.31%) Statistical Modelling
6 23 (18.85%) Actionable Insight
7 22 (18.03%) Agile Software Development
7 22 (18.03%) Data Analysis
8 21 (17.21%) Business Intelligence
8 21 (17.21%) Visualisation
9 20 (16.39%) Strategic Thinking
10 19 (15.57%) Predictive Modelling
11 17 (13.93%) Data Management
12 16 (13.11%) Data Visualisation
12 16 (13.11%) Project Management
13 15 (12.30%) Econometrics
13 15 (12.30%) Statistical Analysis
14 14 (11.48%) Data Modelling
14 14 (11.48%) Digital Analytics
15 13 (10.66%) Global Marketing
Programming Languages
1 65 (53.28%) SQL
2 61 (50.00%) Python
3 45 (36.89%) R
4 16 (13.11%) MATLAB
5 11 (9.02%) VBA
6 7 (5.74%) Java
7 6 (4.92%) C++
8 3 (2.46%) C#
9 1 (0.82%) Bash Shell
9 1 (0.82%) JavaScript
9 1 (0.82%) PHP
9 1 (0.82%) Scala
Qualifications
1 43 (35.25%) Degree
2 17 (13.93%) Computer Science Degree
3 15 (12.30%) Numerate Degree
4 2 (1.64%) ITIL Certification
5 1 (0.82%) DV Cleared
5 1 (0.82%) Security Cleared
Quality Assurance & Compliance
1 13 (10.66%) Actionable Recommendations
2 12 (9.84%) Data Quality
3 9 (7.38%) QA
System Software
1 11 (9.02%) Apache Flume
Systems Management
1 5 (4.10%) Oozie
2 1 (0.82%) EMC NetWorker
Vendors
1 18 (14.75%) Tableau
2 13 (10.66%) Adobe
3 12 (9.84%) Google
3 12 (9.84%) Oracle
4 7 (5.74%) IBM
5 5 (4.10%) Cognos
6 4 (3.28%) Informatica
6 4 (3.28%) Microsoft
6 4 (3.28%) SAP
6 4 (3.28%) Teradata
7 3 (2.46%) Capita
8 1 (0.82%) comScore
8 1 (0.82%) Hitwise
8 1 (0.82%) Salesforce.com