Period
to 17 July 2018

The table below looks at the prevalence of the term Clustering in permanent job vacancies advertised in Bristol. Included is a benchmarking guide to the salaries offered in vacancies that have cited Clustering over the 6 months to 17 July 2018 with a comparison to the same period over the previous 2 years.

Clustering
South West > Bristol
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 174 186 164
Rank change year-on-year +12 -22 +16
Permanent jobs citing Clustering 32 17 23
As % of all permanent IT jobs advertised in Bristol 0.82% 0.45% 0.66%
As % of the Miscellaneous category 1.98% 1.11% 1.39%
Number of salaries quoted 21 13 21
Bristol median annual salary £42,500 £35,000 £41,500
Median salary % change year-on-year +21.43% -15.66% +3.75%
10th Percentile £30,000 £26,250 £31,250
90th Percentile £52,500 £44,350 £48,750
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

Clustering is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for generic IT skills.

All Generic IT Skills
Bristol
Permanent vacancies with a requirement for generic IT skills 1,617 1,535 1,659
As % of all permanent IT jobs advertised in Bristol 41.36% 40.23% 47.39%
Number of salaries quoted 1,267 1,213 1,417
Bristol median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £25,500 £25,500 £23,750
90th Percentile £67,500 £66,250 £68,750
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

Clustering
Job Vacancy Trend in Bristol

Job postings citing Clustering as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Clustering in Bristol

Clustering
Salary Trend in Bristol

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

Salary trend for Clustering in Bristol

Clustering
Salary Histogram in Bristol

The salary distribution of IT jobs citing Clustering in Bristol over the 6 months to 17 July 2018.

Salary histogram for Clustering in Bristol

For the 6 months to 17 July 2018, IT jobs citing Clustering 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 Bristol region with a requirement for Clustering.

1 21 (65.63%) SQL
2 20 (62.50%) Amazon AWS
2 20 (62.50%) Open Source
2 20 (62.50%) Elasticsearch
3 18 (56.25%) Microsoft Azure
4 17 (53.13%) Business Intelligence
5 16 (50.00%) Python
5 16 (50.00%) ETL
5 16 (50.00%) C#
5 16 (50.00%) Java
5 16 (50.00%) Scrum
5 16 (50.00%) Artificial Intelligence
5 16 (50.00%) Agile Software Development
5 16 (50.00%) Atlassian
5 16 (50.00%) JIRA
5 16 (50.00%) Spotfire
5 16 (50.00%) Amazon Redshift
5 16 (50.00%) Docker
5 16 (50.00%) DevOps
5 16 (50.00%) Impala
5 16 (50.00%) Pandas
5 16 (50.00%) Coaching
5 16 (50.00%) Big Data
5 16 (50.00%) Data Analytics
5 16 (50.00%) GitHub
5 16 (50.00%) Analytics
5 16 (50.00%) Apache Pig
5 16 (50.00%) Amazon EMR
5 16 (50.00%) Apache Hive
5 16 (50.00%) Scala

Clustering
Co-occurring IT Skills in Bristol 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 (62.50%) Elasticsearch
2 16 (50.00%) Apache Pig
2 16 (50.00%) Apache Spark
3 4 (12.50%) Exchange Server 2010
3 4 (12.50%) MS Exchange
Cloud Services
1 20 (62.50%) Amazon AWS
2 18 (56.25%) Microsoft Azure
3 16 (50.00%) Amazon EMR
3 16 (50.00%) Amazon Kinesis
3 16 (50.00%) GitHub
4 6 (18.75%) Office 365
5 1 (3.13%) Azure Active Directory
5 1 (3.13%) Cloud Computing
Communications & Networking
1 6 (18.75%) Firewall
1 6 (18.75%) SAN
2 1 (3.13%) DHCP
2 1 (3.13%) DNS
2 1 (3.13%) Kerberos
Database & Business Intelligence
1 16 (50.00%) Amazon Athena
1 16 (50.00%) Amazon Redshift
1 16 (50.00%) Apache Hive
1 16 (50.00%) Big Data
1 16 (50.00%) BigQuery
1 16 (50.00%) Hadoop
1 16 (50.00%) Impala
1 16 (50.00%) Power BI
1 16 (50.00%) Presto
1 16 (50.00%) Spotfire
2 5 (15.63%) SQL Server
3 4 (12.50%) Amazon RDS
3 4 (12.50%) Couchbase
3 4 (12.50%) MongoDB
3 4 (12.50%) MySQL
3 4 (12.50%) NoSQL
3 4 (12.50%) Redis
4 1 (3.13%) BusinessObjects
Development Applications
1 16 (50.00%) JIRA
General
1 8 (25.00%) Electronics
2 4 (12.50%) Retail
Job Titles
1 16 (50.00%) AWS Engineer
1 16 (50.00%) Data Engineer
1 16 (50.00%) Hadoop Engineer
1 16 (50.00%) Senior Data Engineer
1 16 (50.00%) Senior Hadoop Engineer
2 7 (21.88%) Consultant
3 6 (18.75%) Field Engineer
3 6 (18.75%) Technical Consultant
3 6 (18.75%) Technical Engineer
3 6 (18.75%) Technical Leader
4 5 (15.63%) Exchange Consultant
4 5 (15.63%) Exchange Engineer
4 5 (15.63%) Network Field Engineer
4 5 (15.63%) Virtualisation Consultant
4 5 (15.63%) Virtualisation Engineer
4 5 (15.63%) Virtualisation Technical Consultant
4 5 (15.63%) Windows Consultant
4 5 (15.63%) Windows Engineer
4 5 (15.63%) Windows Technical Consultant
5 4 (12.50%) MySQL DBA
Libraries, Frameworks & Software Standards
1 16 (50.00%) MLlib
1 16 (50.00%) Pandas
2 4 (12.50%) Web Services
3 1 (3.13%) ADSI
3 1 (3.13%) LDAP
Miscellaneous
1 8 (25.00%) User Experience
2 6 (18.75%) Driving Licence
3 5 (15.63%) Replication
4 4 (12.50%) Data Centre
5 1 (3.13%) PKI
Operating Systems
1 11 (34.38%) Windows
2 5 (15.63%) Windows Server
2 5 (15.63%) Windows Server 2012
3 4 (12.50%) Linux
3 4 (12.50%) Ubuntu
4 1 (3.13%) Windows Server 2008
Processes & Methodologies
1 20 (62.50%) Open Source
2 17 (53.13%) Business Intelligence
3 16 (50.00%) Agile Software Development
3 16 (50.00%) Analytics
3 16 (50.00%) Artificial Intelligence
3 16 (50.00%) Coaching
3 16 (50.00%) Data Analytics
3 16 (50.00%) Data Visualisation
3 16 (50.00%) Deployment Automation
3 16 (50.00%) DevOps
3 16 (50.00%) ETL
3 16 (50.00%) MapReduce
3 16 (50.00%) Scrum
3 16 (50.00%) Visualisation
4 8 (25.00%) Continuous Delivery
4 8 (25.00%) Software Engineering
5 5 (15.63%) Migration
5 5 (15.63%) Performance Tuning
6 4 (12.50%) High Availability
6 4 (12.50%) Problem-Solving
Programming Languages
1 21 (65.63%) SQL
2 16 (50.00%) C#
2 16 (50.00%) Java
2 16 (50.00%) Python
2 16 (50.00%) Scala
3 5 (15.63%) PowerShell
Qualifications
1 6 (18.75%) CCNA
1 6 (18.75%) CCNP
1 6 (18.75%) Cisco Certification
1 6 (18.75%) Citrix Certification
1 6 (18.75%) VMware Certified Professional (VCP)
2 1 (3.13%) SC Cleared
2 1 (3.13%) Security Cleared
System Software
1 16 (50.00%) Docker
2 10 (31.25%) Hyper-V
3 6 (18.75%) VMware Infrastructure
4 5 (15.63%) Active Directory
5 4 (12.50%) Terminal Services
Systems Management
1 4 (12.50%) Grafana
1 4 (12.50%) Microsoft Clustering
1 4 (12.50%) ZABBIX
Vendors
1 16 (50.00%) Atlassian
1 16 (50.00%) Tableau
2 11 (34.38%) Citrix
2 11 (34.38%) Microsoft
3 7 (21.88%) Cisco
4 6 (18.75%) Veeam
4 6 (18.75%) VMware
5 5 (15.63%) HP
6 4 (12.50%) Percona
6 4 (12.50%) SolarWinds
7 1 (3.13%) McAfee
7 1 (3.13%) Twitter
7 1 (3.13%) WatchGuard