Period
to 17 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 17 January 2019 with a comparison to the same period in the previous 2 years.

Analytics
England > North East
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 30 106 38
Rank change year-on-year +76 -68 +45
Permanent jobs citing Analytics 102 19 76
As % of all permanent IT jobs advertised in the North East 7.61% 1.23% 5.65%
As % of the Processes & Methodologies category 8.11% 1.35% 6.46%
Number of salaries quoted 142 16 65
North East median annual salary £55,000 £37,000 £45,000
Median salary % change year-on-year +48.65% -17.78% -12.55%
10th Percentile £41,358 £32,500 £32,000
90th Percentile £72,500 £60,000 £60,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +3.77%

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 the North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Permanent vacancies with a requirement for process or methodology skills 1,257 1,405 1,176
As % of all permanent IT jobs advertised in the North East 93.81% 91.06% 87.43%
Number of salaries quoted 1,009 1,229 982
North East median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £23,726 £23,500 £22,500
90th Percentile £67,500 £62,500 £57,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Analytics
Job Vacancy Trend in the North East

Job postings citing Analytics as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for Analytics in the North East

Analytics
Salary Trend in the North East

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

Salary trend for Analytics in the North East

Analytics
Salary Histogram in the North East

The salary distribution of IT jobs citing Analytics in the North East over the 6 months to 17 January 2019.

Salary histogram for Analytics in the North East

Analytics
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the North East region over the 6 months to 17 January 2019. 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
Tyne and Wear +62 99 £55,000 +49.66% 12
Durham +15 3 £60,000 +29.73% 2
Analytics
England

For the 6 months to 17 January 2019, IT jobs citing Analytics 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 North East region with a requirement for Analytics.

1 69 (67.65%) Agile Software Development
2 54 (52.94%) Mentoring
3 47 (46.08%) Coaching
4 42 (41.18%) Data Analytics
5 36 (35.29%) Finance
6 34 (33.33%) DevOps
7 28 (27.45%) Analytical Skills
8 25 (24.51%) Service Management
9 24 (23.53%) Problem-Solving
10 23 (22.55%) SQL
10 23 (22.55%) Git (software)
10 23 (22.55%) Puppet
11 22 (21.57%) Business Intelligence
12 21 (20.59%) Configuration Management
12 21 (20.59%) Ansible
12 21 (20.59%) Opscode Chef
13 19 (18.63%) Infrastructure Engineering
14 18 (17.65%) Windows Server 2012
14 18 (17.65%) Big Data
14 18 (17.65%) Windows Server
14 18 (17.65%) Windows
15 17 (16.67%) VMware
16 16 (15.69%) Stakeholder Management
16 16 (15.69%) Linux
16 16 (15.69%) Python
16 16 (15.69%) Data Warehouse
17 15 (14.71%) Mesos
17 15 (14.71%) NoSQL
17 15 (14.71%) Red Hat Enterprise Linux
17 15 (14.71%) HP

Analytics
Co-occurring IT Skills in the North East 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 13 (12.75%) Apache Spark
2 5 (4.90%) Elasticsearch
2 5 (4.90%) Skype for Business
3 2 (1.96%) SAS
4 1 (0.98%) SharePoint
4 1 (0.98%) WordPress
Applications
1 5 (4.90%) Microsoft Excel
2 2 (1.96%) Microsoft Office
3 1 (0.98%) Adobe Illustrator
3 1 (0.98%) GNU Octave
3 1 (0.98%) Photoshop
3 1 (0.98%) SPSS
Business Applications
1 6 (5.88%) SAP CO
1 6 (5.88%) SAP FI
1 6 (5.88%) SAP FI/CO
2 4 (3.92%) SAP BPC
3 1 (0.98%) Infor CloudSuite
3 1 (0.98%) Infor M3
3 1 (0.98%) SAP ERP
Cloud Services
1 8 (7.84%) Amazon AWS
1 8 (7.84%) GitHub
1 8 (7.84%) IaaS
1 8 (7.84%) PaaS
2 5 (4.90%) Cloud Computing
2 5 (4.90%) Office 365
3 2 (1.96%) Microsoft Azure
3 2 (1.96%) Serverless
4 1 (0.98%) OneDrive
4 1 (0.98%) SaaS
Communications & Networking
1 5 (4.90%) Skype
2 4 (3.92%) DHCP
2 4 (3.92%) DNS
2 4 (3.92%) Unified Communications
3 1 (0.98%) Extranet
3 1 (0.98%) Firewall
3 1 (0.98%) Intranet
3 1 (0.98%) Intrusion Detection
3 1 (0.98%) LAN
3 1 (0.98%) SMS
Database & Business Intelligence
1 18 (17.65%) Big Data
2 16 (15.69%) Data Warehouse
3 15 (14.71%) NoSQL
4 14 (13.73%) Hadoop
5 13 (12.75%) Apache Cassandra
6 10 (9.80%) SQL Server
7 9 (8.82%) MongoDB
8 8 (7.84%) Apache Hive
8 8 (7.84%) HBase
8 8 (7.84%) PostgreSQL
8 8 (7.84%) Power BI
8 8 (7.84%) Spark SQL
8 8 (7.84%) Sqoop
9 3 (2.94%) MySQL
9 3 (2.94%) Oracle Database
9 3 (2.94%) QlikView
9 3 (2.94%) SQL Server Integration Services
10 2 (1.96%) Relational Database
11 1 (0.98%) Amazon Redshift
11 1 (0.98%) Oracle Database 12c
Development Applications
1 23 (22.55%) Git (software)
2 8 (7.84%) Atlassian Bamboo
2 8 (7.84%) Jenkins
2 8 (7.84%) TeamCity
3 3 (2.94%) JIRA
4 2 (1.96%) GitLab
5 1 (0.98%) Axure RP
5 1 (0.98%) Team Foundation Server
5 1 (0.98%) Visual Studio
General
1 36 (35.29%) Finance
2 5 (4.90%) Retail
3 4 (3.92%) Marketing
4 3 (2.94%) Advertising
5 1 (0.98%) Back Office
5 1 (0.98%) Billing
5 1 (0.98%) French Language
5 1 (0.98%) Games
5 1 (0.98%) German Language
5 1 (0.98%) Telecoms
Job Titles
1 21 (20.59%) Infrastructure Engineer
2 17 (16.67%) Support Engineer
3 16 (15.69%) Architect
3 16 (15.69%) Infrastructure Support
3 16 (15.69%) Infrastructure Support Engineer
3 16 (15.69%) Server Engineer
3 16 (15.69%) Server Support
3 16 (15.69%) Server Support Engineer
4 13 (12.75%) DevOps Engineer
5 12 (11.76%) Analyst
5 12 (11.76%) Senior Infrastructure Engineer
5 12 (11.76%) Senior Infrastructure Support Engineer
5 12 (11.76%) Senior Server Engineer
5 12 (11.76%) Senior Server Support Engineer
6 10 (9.80%) Data Engineer
7 9 (8.82%) IT Engineer
7 9 (8.82%) IT Infrastructure Engineer
7 9 (8.82%) IT Support
7 9 (8.82%) Senior IT Engineer
7 9 (8.82%) Senior IT Support
Libraries, Frameworks & Software Standards
1 13 (12.75%) Kafka
2 8 (7.84%) Spark Streaming
3 6 (5.88%) AngularJS
3 6 (5.88%) Node.js
3 6 (5.88%) TensorFlow
4 5 (4.90%) Middleware
4 5 (4.90%) React
5 2 (1.96%) .NET
5 2 (1.96%) ASP.NET
6 1 (0.98%) ASP.NET MVC
6 1 (0.98%) CSS
6 1 (0.98%) HTML
6 1 (0.98%) HTML5
6 1 (0.98%) J2EE
6 1 (0.98%) jQuery
6 1 (0.98%) JSON
6 1 (0.98%) RESTful
6 1 (0.98%) Twitter Bootstrap
6 1 (0.98%) WCF
6 1 (0.98%) WPF
Miscellaneous
1 28 (27.45%) Analytical Skills
2 5 (4.90%) Cloud Native
3 4 (3.92%) Management Information System
4 3 (2.94%) Algorithms
5 2 (1.96%) Clustering
5 2 (1.96%) Greenfield Project
5 2 (1.96%) User Experience
6 1 (0.98%) BBC
6 1 (0.98%) Credit Risk
6 1 (0.98%) Enterprise Software
6 1 (0.98%) Mobile App
6 1 (0.98%) Online Games
6 1 (0.98%) PMI
6 1 (0.98%) Self-Motivation
6 1 (0.98%) Video Conferencing
Operating Systems
1 18 (17.65%) Windows
1 18 (17.65%) Windows Server
1 18 (17.65%) Windows Server 2012
2 16 (15.69%) Linux
3 15 (14.71%) Red Hat Enterprise Linux
4 14 (13.73%) Windows Server 2003
4 14 (13.73%) Windows Server 2008
5 8 (7.84%) Unix
6 1 (0.98%) Android
6 1 (0.98%) Apple iOS
6 1 (0.98%) Windows 10
6 1 (0.98%) Windows 7
Processes & Methodologies
1 69 (67.65%) Agile Software Development
2 54 (52.94%) Mentoring
3 47 (46.08%) Coaching
4 42 (41.18%) Data Analytics
5 34 (33.33%) DevOps
6 25 (24.51%) Service Management
7 24 (23.53%) Problem-Solving
8 22 (21.57%) Business Intelligence
9 21 (20.59%) Configuration Management
10 19 (18.63%) Infrastructure Engineering
11 16 (15.69%) Stakeholder Management
12 14 (13.73%) Machine Learning
12 14 (13.73%) Test Automation
13 13 (12.75%) Change Management
14 12 (11.76%) Digital Transformation Programme
14 12 (11.76%) ETL
14 12 (11.76%) ITIL
14 12 (11.76%) Server Management
15 10 (9.80%) Data Engineering
16 9 (8.82%) Data Analysis
Programming Languages
1 23 (22.55%) SQL
2 16 (15.69%) Python
3 10 (9.80%) Java
4 8 (7.84%) Scala
5 4 (3.92%) MATLAB
6 2 (1.96%) C
6 2 (1.96%) C#
6 2 (1.96%) JavaScript
6 2 (1.96%) PL/SQL
6 2 (1.96%) R
6 2 (1.96%) Shell Script
7 1 (0.98%) ABAP
7 1 (0.98%) C++
7 1 (0.98%) Fortran
7 1 (0.98%) T-SQL
Qualifications
1 10 (9.80%) SC Cleared
1 10 (9.80%) Security Cleared
2 6 (5.88%) Degree
3 5 (4.90%) BPSS Clearance
4 4 (3.92%) ITIL Certification
5 2 (1.96%) ACCA
5 2 (1.96%) CISA
6 1 (0.98%) CCAB
6 1 (0.98%) CISM
6 1 (0.98%) CISSP
6 1 (0.98%) ISEB
6 1 (0.98%) ISTQB
6 1 (0.98%) ISTQB Foundation Certification
6 1 (0.98%) PMI Certification
Quality Assurance & Compliance
1 5 (4.90%) QA
2 3 (2.94%) PMO
3 2 (1.96%) SLA
4 1 (0.98%) ISO/IEC 27001
System Software
1 14 (13.73%) Active Directory
2 13 (12.75%) Docker
3 8 (7.84%) Apache Flume
3 8 (7.84%) HDFS
4 2 (1.96%) VMware ESXi
4 2 (1.96%) VMware Infrastructure
5 1 (0.98%) EMC RecoverPoint
5 1 (0.98%) Oracle RAC
Systems Management
1 23 (22.55%) Puppet
2 21 (20.59%) Ansible
2 21 (20.59%) Opscode Chef
3 15 (14.71%) Mesos
4 13 (12.75%) Docker Swarm
5 8 (7.84%) Oozie
6 5 (4.90%) Hadoop YARN
7 3 (2.94%) Oracle Enterprise Manager
8 2 (1.96%) Microsoft Clustering
8 2 (1.96%) vMotion
9 1 (0.98%) Data Guard
9 1 (0.98%) EMC NetWorker
9 1 (0.98%) NetBackup
9 1 (0.98%) Tivoli
9 1 (0.98%) Tivoli Storage Manager
Vendors
1 17 (16.67%) VMware
2 15 (14.71%) HP
2 15 (14.71%) Microsoft
3 14 (13.73%) Red Hat
4 12 (11.76%) Oracle
5 8 (7.84%) Cloudera
5 8 (7.84%) Hortonworks
5 8 (7.84%) SAP
6 6 (5.88%) Adaptive Insights
7 4 (3.92%) Hyperion
8 3 (2.94%) Cisco
9 2 (1.96%) JD Edwards
9 2 (1.96%) Progress
9 2 (1.96%) Tableau
10 1 (0.98%) Birst
10 1 (0.98%) Infor
10 1 (0.98%) Polycom
10 1 (0.98%) Salesforce.com
10 1 (0.98%) SnapLogic
10 1 (0.98%) Workday