Tivoli Jobs

The following table provides summary statistics for permanent job vacancies with a requirement for Tivoli skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Tivoli over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

IBM Tivoli UK
Location	3 months to 26 Jun 2017	Same period 2016	Same period 2015
Rank	714	733	724
Rank change year-on-year	+19	-9
Permanent jobs citing Tivoli	160	200	260
As % of all permanent IT jobs advertised in the UK	0.18%	0.21%	0.23%
As % of the Systems Management category	2.02%	2.38%	3.09%
Number of salaries quoted	117	154	160
Median salary	£60,000	£42,500	£52,500
Median salary % change year-on-year	+41.17%	-19.04%
90% offered a salary of more than	£39,000	£30,000	£25,000
10% offered a salary of more than	£75,000	£67,500	£75,000
UK excluding London median salary	£60,000	£42,500	£45,000
% change year-on-year	+41.17%	-5.55%

Tivoli is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

Systems Management Skills UK
Permanent job vacancies with a requirement for systems management skills	7908	8403	8407
As % of all permanent IT job vacancies advertised in the UK	8.84%	8.66%	7.58%
Number of salaries quoted	6402	6833	6642
Median salary	£55,000	£52,500	£50,000
Median salary % change year-on-year	+4.76%	+5.00%
90% offered a salary of more than	£35,000	£34,000	£32,500
10% offered a salary of more than	£80,000	£70,000	£75,000
UK excluding London median salary	£46,000	£45,000	£44,750
% change year-on-year	+2.22%	+0.55%

Tivoli
Job Vacancy Trend

The job posting trend of jobs advertised citing Tivoli as a proportion of all permanent or contract IT jobs with a match in the Systems Management category.

Tivoli
Salary Trend

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

Tivoli
Salary Histogram

The salary distribution of IT jobs citing Tivoli over the 3 months to 26 June 2017.

Tivoli
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Tivoli within the UK over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
England	+24	153	£60,000	+41.17%	13
London	+36	42	£60,000	-4.00%	5
South East	+46	29	£45,000	+9.75%	3
East of England	+18	23	£70,000	+53.84%
Yorkshire	-7	22	£60,000	+41.17%	1
North West	-34	16	£60,000	+41.17%	1
Hertfordshire	+9	15	£70,000	-
West Yorkshire	+6	14	£60,000	+41.17%	1
Leeds	+4	14	£60,000	+41.17%	1
Manchester	-33	14	£60,000	+41.17%	1
Berkshire	+19	10	£55,000	+18.91%	1
Reading	-	10	£55,000	-
Watford	-	9	£70,000	-
Norwich	-2	8	£35,000	-16.66%
Norfolk	-2	8	£35,000	-16.66%
South Yorkshire	-	8	£57,500	-
Sheffield	-	8	£57,500	-
City of London	+26	7	£45,000	-33.33%	1
West Midlands	+4	7	-	-
Hampshire	+1	7	£60,000	+46.34%	1
Birmingham	-1	7	-	-
Wales	-3	7	£36,116	+38.90%
Swansea	-	7	£36,116	-
West Wales	-	7	£36,116	-
West Sussex	-	7	£37,500	-	1
South West	-11	6	£60,000	-11.11%	2
Bristol	-23	6	£60,000	-11.11%	1
East Midlands	+12	4	£42,500	+6.25%	1
Surrey	+31	3	£42,500	+70.00%
Buckinghamshire	-9	3	-	-

Tivoli
Top 30 Co-occurring IT Skills

For the 6 months to 26 June 2017, IT jobs citing Tivoli also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Tivoli.

1	194 (65.76%)	Unix
2	176 (59.66%)	Oracle
3	169 (57.29%)	Linux
4	165 (55.93%)	Agile Software Development
5	140 (47.46%)	Shell Script
6	131 (44.41%)	SQL
7	120 (40.68%)	DevOps
8	113 (38.31%)	Python
9	108 (36.61%)	Scrum
9	108 (36.61%)	Puppet
10	106 (35.93%)	RUP
11	104 (35.25%)	Bash Shell
12	102 (34.58%)	vSphere
13	101 (34.24%)	Opscode Chef
13	101 (34.24%)	Configuration Management

14	100 (33.90%)	IBM
14	100 (33.90%)	Continuous Integration
15	99 (33.56%)	Cobbler
16	98 (33.22%)	Ruby
16	98 (33.22%)	DSDM
17	97 (32.88%)	OpenStack
18	95 (32.20%)	CloudStack
18	95 (32.20%)	XenServer
18	95 (32.20%)	Xen
19	92 (31.19%)	EnterpriseDB
20	82 (27.80%)	ITIL
21	72 (24.41%)	Windows
22	61 (20.68%)	Finance
23	56 (18.98%)	Amazon AWS
24	50 (16.95%)	Java

Tivoli
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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	97 (32.88%)	OpenStack
2	95 (32.20%)	CloudStack
3	34 (11.53%)	WebSphere
4	24 (8.14%)	WebLogic
5	23 (7.80%)	JBoss
6	16 (5.42%)	Apache
7	13 (4.41%)	Oracle HTTP Server
8	9 (3.05%)	Tomcat
8	9 (3.05%)	WebSphere Application Server
9	8 (2.71%)	IBM HTTP Server
9	8 (2.71%)	Oracle Service Bus
10	7 (2.37%)	IBM Notes
10	7 (2.37%)	MS Exchange
11	5 (1.69%)	CMS
11	5 (1.69%)	Liferay
11	5 (1.69%)	Oracle SOA Suite
12	4 (1.36%)	Confluence
12	4 (1.36%)	IIS
13	3 (1.02%)	SAS
13	3 (1.02%)	SharePoint

Applications
1	9 (3.05%)	Microsoft Office
2	6 (2.03%)	MS Visio
3	5 (1.69%)	EngageOne
4	1 (0.34%)	SPSS

Business Applications
1	15 (5.08%)	assyst
2	7 (2.37%)	Remedy ITSM
3	5 (1.69%)	Northgate Housing
4	1 (0.34%)	Maximo
4	1 (0.34%)	Oracle EBS R12
4	1 (0.34%)	SAP Hybris

Cloud Services
1	56 (18.98%)	Amazon AWS
2	9 (3.05%)	Microsoft Azure
3	5 (1.69%)	Office 365
4	4 (1.36%)	Amazon CloudWatch
4	4 (1.36%)	Cloud Computing
4	4 (1.36%)	IaaS
4	4 (1.36%)	PaaS
4	4 (1.36%)	SaaS
5	2 (0.68%)	Akamai
5	2 (0.68%)	Amazon EC2
5	2 (0.68%)	Amazon S3
5	2 (0.68%)	OneDrive
6	1 (0.34%)	Google Cloud Platform
6	1 (0.34%)	Google Compute Engine
6	1 (0.34%)	Oracle Service Cloud

Communications & Networking
1	34 (11.53%)	HTTP
2	27 (9.15%)	Firewall
3	15 (5.08%)	HTTPS
3	15 (5.08%)	Internet
4	13 (4.41%)	SAN
5	7 (2.37%)	LDAP
6	6 (2.03%)	DNS
6	6 (2.03%)	FTP
7	5 (1.69%)	Broadband
8	4 (1.36%)	DHCP
8	4 (1.36%)	TCP/IP
8	4 (1.36%)	WebEx
9	3 (1.02%)	NAS
10	2 (0.68%)	OpenLDAP
11	1 (0.34%)	Intranet
11	1 (0.34%)	Kerberos
11	1 (0.34%)	LAN
11	1 (0.34%)	Network Security
11	1 (0.34%)	SSL
11	1 (0.34%)	WAN

Database & Business Intelligence
1	34 (11.53%)	DB2
2	31 (10.51%)	Oracle Database
3	27 (9.15%)	Oracle ODI
4	21 (7.12%)	SQL Server
5	15 (5.08%)	Data Warehouse
6	14 (4.75%)	Relational Database
7	10 (3.39%)	RDBMS
8	6 (2.03%)	Hadoop
8	6 (2.03%)	Oracle Database 11g
9	5 (1.69%)	MongoDB
9	5 (1.69%)	MySQL
10	4 (1.36%)	Informix
10	4 (1.36%)	PostgreSQL
11	3 (1.02%)	OLTP
12	2 (0.68%)	Apache Hive
12	2 (0.68%)	Base SAS
12	2 (0.68%)	BusinessObjects
12	2 (0.68%)	Impala
13	1 (0.34%)	SAS Data Integration Studio
13	1 (0.34%)	SAS EBI

Development Applications
1	37 (12.54%)	Git (software)
2	36 (12.20%)	Jenkins
3	28 (9.49%)	Subversion
4	27 (9.15%)	TeamCity
5	6 (2.03%)	Toad
6	4 (1.36%)	JIRA
7	3 (1.02%)	Ant
7	3 (1.02%)	IBM UrbanCode
7	3 (1.02%)	Oracle Forms
8	2 (0.68%)	Octopus Deploy
8	2 (0.68%)	Oracle APEX
8	2 (0.68%)	TestDirector
9	1 (0.34%)	Cucumber
9	1 (0.34%)	ERwin
9	1 (0.34%)	JUnit
9	1 (0.34%)	LoadRunner
9	1 (0.34%)	Maven
9	1 (0.34%)	Mercurial
9	1 (0.34%)	MSI
9	1 (0.34%)	Sonatype Nexus

General
1	61 (20.68%)	Finance
2	18 (6.10%)	Retail
3	12 (4.07%)	Banking
4	6 (2.03%)	Front Office
4	6 (2.03%)	German Language
5	5 (1.69%)	French Language
5	5 (1.69%)	Marketing
6	4 (1.36%)	Financial Institution
6	4 (1.36%)	Law
6	4 (1.36%)	Manufacturing
6	4 (1.36%)	Telecoms
7	2 (0.68%)	Investment Banking
7	2 (0.68%)	Local Government
8	1 (0.34%)	Back Office
8	1 (0.34%)	Spanish Language

Job Titles
1	97 (32.88%)	DevOps Engineer
2	80 (27.12%)	Platform Engineer
3	30 (10.17%)	Consultant
4	29 (9.83%)	Infrastructure Engineer
5	26 (8.81%)	Management Consultant
6	23 (7.80%)	Support Engineer
7	21 (7.12%)	Analyst
8	20 (6.78%)	Applications Consultant
8	20 (6.78%)	Developer
8	20 (6.78%)	Performance Consultant
8	20 (6.78%)	Performance Management Consultant
9	18 (6.10%)	Senior Developer
10	14 (4.75%)	Data Centre Engineer
10	14 (4.75%)	Data Warehouse Developer
10	14 (4.75%)	Monitoring Engineer
10	14 (4.75%)	Senior Data Warehouse Developer
11	13 (4.41%)	Administrator
11	13 (4.41%)	Infrastructure Support
12	12 (4.07%)	Infrastructure Support Engineer
12	12 (4.07%)	Support Analyst

Libraries, Frameworks & Software Standards
1	29 (9.83%)	Middleware
2	26 (8.81%)	.NET
3	24 (8.14%)	J2EE
4	10 (3.39%)	Web Services
4	10 (3.39%)	WebSphere MQ
5	8 (2.71%)	HTML
6	6 (2.03%)	LAMP
6	6 (2.03%)	XML
7	5 (1.69%)	IBM Integration Bus
7	5 (1.69%)	JSP
7	5 (1.69%)	Oracle GoldenGate
7	5 (1.69%)	SAML
8	4 (1.36%)	Elastic Stack
9	3 (1.02%)	CSS
9	3 (1.02%)	Kafka
9	3 (1.02%)	React
9	3 (1.02%)	SOAP
9	3 (1.02%)	Zuul
10	2 (0.68%)	HTML5
10	2 (0.68%)	SailPoint

Miscellaneous
1	26 (8.81%)	Analytical Skills
2	24 (8.14%)	Data Centre
3	15 (5.08%)	Distributed Denial-of-Service
4	7 (2.37%)	Fintech
4	7 (2.37%)	Mainframe
4	7 (2.37%)	Management Information System
5	6 (2.03%)	AS400
5	6 (2.03%)	Client/Server
5	6 (2.03%)	IBM Mainframe
5	6 (2.03%)	Replication
6	5 (1.69%)	HACMP
7	4 (1.36%)	Blog
7	4 (1.36%)	Computer Science
7	4 (1.36%)	Hybrid Cloud
8	3 (1.02%)	Foreign Exchange (FX)
8	3 (1.02%)	PKI
9	2 (0.68%)	Clustering
9	2 (0.68%)	Credit Risk
9	2 (0.68%)	Derivative
9	2 (0.68%)	LPAR

Operating Systems
1	194 (65.76%)	Unix
2	169 (57.29%)	Linux
3	72 (24.41%)	Windows
4	38 (12.88%)	Red Hat Enterprise Linux
5	14 (4.75%)	AIX
5	14 (4.75%)	Solaris
5	14 (4.75%)	Windows Server
6	10 (3.39%)	HPUX
7	6 (2.03%)	OS/390
8	5 (1.69%)	Windows Server 2008
8	5 (1.69%)	Windows Server 2012
8	5 (1.69%)	zOS
9	4 (1.36%)	Windows NT
9	4 (1.36%)	Windows Server 2003
10	3 (1.02%)	Windows 7
11	2 (0.68%)	Mac OS X
11	2 (0.68%)	Ubuntu
11	2 (0.68%)	Windows 2000 Server
11	2 (0.68%)	Windows Vista

Processes & Methodologies
1	165 (55.93%)	Agile Software Development
2	120 (40.68%)	DevOps
3	108 (36.61%)	Scrum
4	106 (35.93%)	RUP
5	101 (34.24%)	Configuration Management
6	100 (33.90%)	Continuous Integration
7	98 (33.22%)	DSDM
8	82 (27.80%)	ITIL
9	42 (14.24%)	Continuous Improvement
10	37 (12.54%)	Service Management
11	36 (12.20%)	Service Delivery
12	34 (11.53%)	High Availability
13	27 (9.15%)	Change Management
13	27 (9.15%)	SDLC
14	26 (8.81%)	Disaster Recovery
14	26 (8.81%)	Performance Tuning
15	25 (8.47%)	OWASP
16	24 (8.14%)	Application Performance Management
16	24 (8.14%)	Auto-Scaling
16	24 (8.14%)	Performance Management

Programming Languages
1	140 (47.46%)	Shell Script
2	131 (44.41%)	SQL
3	113 (38.31%)	Python
4	104 (35.25%)	Bash Shell
5	98 (33.22%)	Ruby
6	50 (16.95%)	Java
7	25 (8.47%)	PL/SQL
8	24 (8.14%)	Perl
9	14 (4.75%)	PowerShell
10	13 (4.41%)	Korn
11	9 (3.05%)	C++
12	8 (2.71%)	AWK
12	8 (2.71%)	sed
13	6 (2.03%)	JavaScript
13	6 (2.03%)	Jython
14	5 (1.69%)	C
15	4 (1.36%)	Dart
16	3 (1.02%)	VBA
17	2 (0.68%)	Groovy
17	2 (0.68%)	PHP

Qualifications
1	20 (6.78%)	AWS Certification
2	10 (3.39%)	ITIL Certification
3	7 (2.37%)	Degree
4	2 (0.68%)	EMCISA
4	2 (0.68%)	MCITP
4	2 (0.68%)	MCSA
4	2 (0.68%)	MCSE
4	2 (0.68%)	Microsoft Certification
4	2 (0.68%)	SC Cleared
4	2 (0.68%)	Security Cleared
4	2 (0.68%)	VCAP
5	1 (0.34%)	CISSP
5	1 (0.34%)	CITP
5	1 (0.34%)	Computer Science Degree
5	1 (0.34%)	ISTQB
5	1 (0.34%)	Master's Degree
5	1 (0.34%)	PMI Certification
5	1 (0.34%)	Sun Certification

Quality Assurance & Compliance
1	15 (5.08%)	ISO/IEC 20000
2	6 (2.03%)	SLA
3	5 (1.69%)	PMO
4	1 (0.34%)	COBIT
4	1 (0.34%)	Data Quality
4	1 (0.34%)	ISO/IEC 27001
4	1 (0.34%)	PMBOK
4	1 (0.34%)	QA
4	1 (0.34%)	Sarbanes-Oxley

System Software
1	102 (34.58%)	vSphere
2	95 (32.20%)	Xen
2	95 (32.20%)	XenServer
3	19 (6.44%)	Tivoli Workload Scheduler
4	13 (4.41%)	VMware Infrastructure
5	10 (3.39%)	Active Directory
5	10 (3.39%)	Tivoli Directory Server
6	6 (2.03%)	Virtual Desktop
7	5 (1.69%)	Hyper-V
8	4 (1.36%)	Oracle RAC
9	3 (1.02%)	Virtual Machines
9	3 (1.02%)	Virtual Servers
10	2 (0.68%)	Microsoft App-V
10	2 (0.68%)	VMware ESXi
10	2 (0.68%)	VMware Server
10	2 (0.68%)	XenApp
10	2 (0.68%)	XenDesktop
11	1 (0.34%)	KVM
11	1 (0.34%)	PowerHA
11	1 (0.34%)	Samba

Systems Management
1	108 (36.61%)	Puppet
2	101 (34.24%)	Opscode Chef
3	99 (33.56%)	Cobbler
4	45 (15.25%)	Terraform
5	40 (13.56%)	Ansible
6	37 (12.54%)	Tivoli Storage Manager
7	28 (9.49%)	Netcool
8	21 (7.12%)	CA Wily
8	21 (7.12%)	SCOM
9	20 (6.78%)	SCCM
10	18 (6.10%)	Oracle Enterprise Manager
11	14 (4.75%)	Packer
12	11 (3.73%)	Nagios
13	10 (3.39%)	Data Guard
14	7 (2.37%)	Netcool/OMNIbus
15	6 (2.03%)	BMC PATROL
15	6 (2.03%)	Enterprise Manager Cloud Control
15	6 (2.03%)	Oracle RMAN
15	6 (2.03%)	Salt
15	6 (2.03%)	Tivoli NetView

Vendors
1	176 (59.66%)	Oracle
2	100 (33.90%)	IBM
3	92 (31.19%)	EnterpriseDB
4	36 (12.20%)	Microsoft
5	35 (11.86%)	Red Hat
6	27 (9.15%)	Dynatrace
7	26 (8.81%)	AppDynamics
8	19 (6.44%)	ServiceNow
9	17 (5.76%)	VMware
10	16 (5.42%)	Teradata
11	15 (5.08%)	BMC
12	14 (4.75%)	HP
13	10 (3.39%)	SAP
14	9 (3.05%)	Ab Initio
14	9 (3.05%)	EMC
15	8 (2.71%)	CA
15	8 (2.71%)	Remedy
16	7 (2.37%)	Lotus
16	7 (2.37%)	SolarWinds
16	7 (2.37%)	Splunk