Period
to 21 November 2017

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

Performance Tuning
England > East of England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 199 221 191
Rank change year-on-year +22 -30 -32
Permanent jobs citing Performance Tuning 171 154 216
As % of all permanent IT jobs advertised in the East of England 1.41% 1.17% 1.42%
As % of the Processes & Methodologies category 1.60% 1.32% 1.63%
Number of salaries quoted 156 122 135
East of England median annual salary £47,500 £53,750 £45,000
Median salary % change year-on-year -11.63% +19.44% -
10th Percentile £31,500 £40,000 £34,150
90th Percentile £62,500 £65,000 £57,000
England median annual salary £52,500 £52,500 £50,500
% change year-on-year - +3.96% +1.00%

Performance Tuning 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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10699 11661 13281
As % of all permanent IT jobs advertised in the East of England 88.06% 88.55% 87.12%
Number of salaries quoted 8689 9618 10915
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.57%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Performance Tuning
Job Vacancy Trend in the East of England

Job postings citing Performance Tuning as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Performance Tuning in the East of England

Performance Tuning
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Performance Tuning in the East of England.

Salary trend for Performance Tuning in the East of England

Performance Tuning
Salary Histogram in the East of England

The salary distribution of IT jobs citing Performance Tuning in the East of England over the 6 months to 21 November 2017.

Salary histogram for Performance Tuning in the East of England

Performance Tuning
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Performance Tuning within the East of 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
Hertfordshire -18 71 £52,500 -4.55% 2
Essex +59 50 £37,500 -31.82% 5
Bedfordshire +17 18 £50,000 +2.56%
Suffolk +21 17 £55,000 +37.50% 1
Norfolk +18 11 £50,000 +15.61% 2
Cambridgeshire -34 6 £52,500 -2.33% 3
Performance Tuning
England

For the 6 months to 21 November 2017, IT jobs citing Performance Tuning 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 East of England region with a requirement for Performance Tuning.

1 109 (63.74%) SQL
2 99 (57.89%) SQL Server
3 80 (46.78%) Oracle
4 63 (36.84%) Microsoft
4 63 (36.84%) Linux
5 56 (32.75%) Oracle Database
6 53 (30.99%) PL/SQL
6 53 (30.99%) Unix
7 52 (30.41%) SQL Server 2014
8 48 (28.07%) Web Services
9 47 (27.49%) Business Intelligence
10 46 (26.90%) T-SQL
11 43 (25.15%) Disaster Recovery
12 42 (24.56%) SQL Server Integration Services
12 42 (24.56%) .NET
13 40 (23.39%) Oracle Database 12c
14 38 (22.22%) SQL Server Analysis Services
15 36 (21.05%) Oracle RMAN
15 36 (21.05%) SQL Server 2012
15 36 (21.05%) REST
16 34 (19.88%) ETL
17 32 (18.71%) SQL Server Reporting Services
17 32 (18.71%) PowerShell
18 31 (18.13%) SQL Server 2016
18 31 (18.13%) C#
19 30 (17.54%) SOAP
19 30 (17.54%) IBM
19 30 (17.54%) Advertising
19 30 (17.54%) High Availability
20 29 (16.96%) ITIL

Performance Tuning
Co-occurring IT Skills in the East of 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 20 (11.70%) WebLogic
2 15 (8.77%) Oracle SOA Suite
3 14 (8.19%) Oracle Service Bus
3 14 (8.19%) WebSphere
4 8 (4.68%) SharePoint
5 6 (3.51%) OpenStack
6 5 (2.92%) Apache
6 5 (2.92%) Tomcat
7 3 (1.75%) IIS
8 1 (0.58%) Apache Spark
8 1 (0.58%) JBoss
8 1 (0.58%) WebSphere Application Server
Applications
1 10 (5.85%) Microsoft Excel
1 10 (5.85%) Microsoft Office
2 5 (2.92%) MS Visio
Business Applications
1 8 (4.68%) Dynamics AX
2 1 (0.58%) Dynamics NAV
2 1 (0.58%) SAP MDG
2 1 (0.58%) SAP MDM
Cloud Services
1 15 (8.77%) Microsoft Azure
2 10 (5.85%) Amazon AWS
3 8 (4.68%) Office 365
4 6 (3.51%) Amazon EC2
4 6 (3.51%) AWS Elastic Beanstalk
4 6 (3.51%) Google App Engine
4 6 (3.51%) Google Cloud Platform
4 6 (3.51%) Google Compute Engine
5 3 (1.75%) Cloud Computing
6 1 (0.58%) Azure Data Factory
6 1 (0.58%) GitHub
Communications & Networking
1 20 (11.70%) DNS
2 18 (10.53%) Firewall
3 12 (7.02%) SAN
3 12 (7.02%) TCP/IP
4 5 (2.92%) NAS
5 4 (2.34%) VPN
6 3 (1.75%) DHCP
6 3 (1.75%) Internet
6 3 (1.75%) Intranet
6 3 (1.75%) LDAP
6 3 (1.75%) SSH
6 3 (1.75%) SSL
7 2 (1.17%) 4G
7 2 (1.17%) 5G
7 2 (1.17%) Ethernet
7 2 (1.17%) LTE
7 2 (1.17%) SMTP
7 2 (1.17%) Wireless
8 1 (0.58%) Reverse Proxy
Database & Business Intelligence
1 99 (57.89%) SQL Server
2 56 (32.75%) Oracle Database
3 52 (30.41%) SQL Server 2014
4 42 (24.56%) SQL Server Integration Services
5 40 (23.39%) Oracle Database 12c
6 38 (22.22%) SQL Server Analysis Services
7 36 (21.05%) SQL Server 2012
8 32 (18.71%) SQL Server Reporting Services
9 31 (18.13%) SQL Server 2016
10 28 (16.37%) Data Warehouse
11 26 (15.20%) Oracle Database 11g
12 19 (11.11%) Power BI
13 16 (9.36%) MS Access
13 16 (9.36%) Oracle Exadata
14 15 (8.77%) OLTP
14 15 (8.77%) RDBMS
14 15 (8.77%) Relational Database
14 15 (8.77%) SQL Server 2008
15 14 (8.19%) OLAP
15 14 (8.19%) SAP Data Services
Development Applications
1 24 (14.04%) Team Foundation Server
2 12 (7.02%) Visual Studio
3 10 (5.85%) Oracle APEX
3 10 (5.85%) Subversion
4 6 (3.51%) Git (software)
5 2 (1.17%) Octopus Deploy
5 2 (1.17%) SQL Server Management Studio (SSMS)
5 2 (1.17%) TeamCity
6 1 (0.58%) ERwin
6 1 (0.58%) JIRA
6 1 (0.58%) Talend Open Studio
General
1 30 (17.54%) Advertising
2 28 (16.37%) Finance
3 23 (13.45%) Retail
4 13 (7.60%) Automotive
5 10 (5.85%) Marketing
5 10 (5.85%) Publishing
6 4 (2.34%) Manufacturing
7 3 (1.75%) Telecoms
8 1 (0.58%) Banking
8 1 (0.58%) Electronics
Job Titles
1 71 (41.52%) DBA
2 57 (33.33%) Developer
3 45 (26.32%) Oracle DBA
4 38 (22.22%) Administrator
5 22 (12.87%) SQL DBA
6 17 (9.94%) SQL Server DBA
7 16 (9.36%) Business Intelligence Developer
8 10 (5.85%) Development DBA
8 10 (5.85%) Oracle Development DBA
8 10 (5.85%) Oracle Specialist
8 10 (5.85%) SOA Specialist
9 9 (5.26%) Oracle Developer
10 8 (4.68%) Analyst
10 8 (4.68%) Dynamics AX Developer
10 8 (4.68%) SQL Developer
11 7 (4.09%) Database Analyst
11 7 (4.09%) ETL Developer
11 7 (4.09%) Oracle Analyst
11 7 (4.09%) SharePoint Developer
11 7 (4.09%) SQL Analyst
Libraries, Frameworks & Software Standards
1 48 (28.07%) Web Services
2 42 (24.56%) .NET
3 36 (21.05%) REST
4 30 (17.54%) SOAP
5 21 (12.28%) MDX
5 21 (12.28%) Middleware
6 20 (11.70%) XML
7 14 (8.19%) Oracle Fusion
8 13 (7.60%) XML Messaging
9 10 (5.85%) CSS
9 10 (5.85%) HTML
9 10 (5.85%) Oracle GoldenGate
10 7 (4.09%) CSS3
10 7 (4.09%) HTML5
10 7 (4.09%) jQuery
11 6 (3.51%) ASP.NET Web API
11 6 (3.51%) WCF
12 4 (2.34%) RESTful
13 3 (1.75%) KnockoutJS
13 3 (1.75%) Twitter Bootstrap
Miscellaneous
1 21 (12.28%) Computer Science
2 16 (9.36%) Replication
3 13 (7.60%) Analytical Skills
3 13 (7.60%) Clustering
4 6 (3.51%) Foreign Exchange (FX)
5 5 (2.92%) EMC VNX
5 5 (2.92%) PKI
5 5 (2.92%) Symmetrix
6 3 (1.75%) Data Protection Act
6 3 (1.75%) Fintech
7 2 (1.17%) EMC VMAX
7 2 (1.17%) Enterprise Software
7 2 (1.17%) Management Information System
8 1 (0.58%) Mobile Payment
8 1 (0.58%) N-Tier
8 1 (0.58%) Smartphone
8 1 (0.58%) User Experience
8 1 (0.58%) Virtual Team
Operating Systems
1 63 (36.84%) Linux
2 53 (30.99%) Unix
3 22 (12.87%) Solaris
4 11 (6.43%) Windows
5 6 (3.51%) CoreOS
5 6 (3.51%) Debian
5 6 (3.51%) Ubuntu
6 5 (2.92%) AIX
6 5 (2.92%) Windows Server
7 3 (1.75%) Windows Server 2008
8 2 (1.17%) Windows Server 2003
9 1 (0.58%) Apple iOS
9 1 (0.58%) Red Hat Enterprise Linux
9 1 (0.58%) Windows 7
Processes & Methodologies
1 47 (27.49%) Business Intelligence
2 43 (25.15%) Disaster Recovery
3 34 (19.88%) ETL
4 30 (17.54%) High Availability
5 29 (16.96%) ITIL
6 26 (15.20%) Database Tuning
7 25 (14.62%) Agile Software Development
8 24 (14.04%) Data Modelling
8 24 (14.04%) Software Engineering
9 19 (11.11%) DevOps
9 19 (11.11%) Unit Testing
10 18 (10.53%) Data Integration
10 18 (10.53%) Kimball Methodology
11 17 (9.94%) ETL Development
11 17 (9.94%) Inmon Methodology
12 16 (9.36%) Server Building
13 15 (8.77%) SOA
14 14 (8.19%) Business Activity Monitoring
15 13 (7.60%) Analytics
15 13 (7.60%) Task Automation
Programming Languages
1 109 (63.74%) SQL
2 53 (30.99%) PL/SQL
3 46 (26.90%) T-SQL
4 32 (18.71%) PowerShell
5 31 (18.13%) C#
6 22 (12.87%) Shell Script
7 16 (9.36%) VBA
8 12 (7.02%) Java
8 12 (7.02%) JavaScript
8 12 (7.02%) Python
9 10 (5.85%) Korn
10 8 (4.68%) X++
11 6 (3.51%) Perl
12 5 (2.92%) C
12 5 (2.92%) VB.NET
12 5 (2.92%) VBScript
13 3 (1.75%) Bourne shell
13 3 (1.75%) C-shell
14 2 (1.17%) C++
14 2 (1.17%) MATLAB
Qualifications
1 27 (15.79%) Degree
2 21 (12.28%) Oracle Certification
3 15 (8.77%) Microsoft Certification
3 15 (8.77%) OCP
4 11 (6.43%) Security Cleared
5 10 (5.85%) DV Cleared
6 9 (5.26%) Computer Science Degree
7 8 (4.68%) SC Cleared
8 3 (1.75%) CompTIA Security+
8 3 (1.75%) MCITP
8 3 (1.75%) MCTS
8 3 (1.75%) Security+ Certification
9 2 (1.17%) PhD
9 2 (1.17%) VMware Certified Professional (VCP)
10 1 (0.58%) CCNA
10 1 (0.58%) CCNP
10 1 (0.58%) Cisco Certification
10 1 (0.58%) Master's Degree
10 1 (0.58%) MCSE
Quality Assurance & Compliance
1 18 (10.53%) SLA
2 6 (3.51%) Data Quality
3 4 (2.34%) PCI DSS
4 3 (1.75%) GDPR
System Software
1 16 (9.36%) Oracle RAC
2 8 (4.68%) Active Directory
3 6 (3.51%) Ceph
3 6 (3.51%) Docker
4 2 (1.17%) Terminal Server
4 2 (1.17%) VMware Infrastructure
5 1 (0.58%) Hyper-V
5 1 (0.58%) KVM
5 1 (0.58%) Microsoft App-V
5 1 (0.58%) SRDF
5 1 (0.58%) VMware ESXi
Systems Management
1 36 (21.05%) Oracle RMAN
2 26 (15.20%) Data Guard
3 20 (11.70%) Oracle Enterprise Manager
4 9 (5.26%) Puppet
5 6 (3.51%) Kubernetes
6 3 (1.75%) Ansible
6 3 (1.75%) BMC PATROL
6 3 (1.75%) EMC Navisphere
6 3 (1.75%) Opscode Chef
7 2 (1.17%) NetBackup
8 1 (0.58%) EMC VPLEX
8 1 (0.58%) Enterprise Manager Cloud Control
8 1 (0.58%) Failover Clustering
8 1 (0.58%) OpenView
8 1 (0.58%) Oracle Flashback
8 1 (0.58%) Perfmon
8 1 (0.58%) SCCM
8 1 (0.58%) Tivoli
Vendors
1 80 (46.78%) Oracle
2 63 (36.84%) Microsoft
3 30 (17.54%) IBM
4 16 (9.36%) Cognos
5 13 (7.60%) SAP
6 11 (6.43%) VMware
7 9 (5.26%) Red Hat
8 8 (4.68%) EMC
8 8 (4.68%) Facebook
9 6 (3.51%) Google
10 4 (2.34%) BMC
11 3 (1.75%) Thales
11 3 (1.75%) VocaLink
12 2 (1.17%) Brocade
12 2 (1.17%) Citrix
12 2 (1.17%) HP
12 2 (1.17%) Intel
12 2 (1.17%) Veeam
12 2 (1.17%) Veritas
13 1 (0.58%) Capita