The table below looks at the statistics for Project Management skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Project Management over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Project Management
Rank 23 19 19
Rank change year-on-year
-4 0
Permanent jobs citing Project Management 7121 9727 10975
As % of all permanent IT jobs located in the UK 7.96% 9.04% 9.58%
As % of the Processes & Methodologies category 9.04% 10.32% 11.18%
Number of salaries quoted 5594 7520 8620
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £35,000 £33,600 £33,740
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £47,500 £46,750 £47,500
% change year-on-year
+1.60% -1.57%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
78798 94209 98163
As % of all permanent IT jobs located in the UK 88.10% 87.55% 85.65%
Number of salaries quoted 64965 77834 80660
Median salary £50,000 £50,000 £47,501
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Project Management
Jobs Demand Trend

The demand trend of job ads citing Project Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Project Management Jobs Demand Trend in the UK

Project Management
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Project Management within the UK.

Project Management Salary Trend in the UK

Project Management
Salary Histogram

This chart provides a salary histogram for IT jobs citing Project Management over the 3 months to 4 December 2016 within the UK.

Project Management Salary Histogram in the UK

Project Management
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Project Management within the UK over the 3 months to 4 December 2016. 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
(Click see detailed
statistics and trends)
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 -5 6662 £52,500 +1.94% 801
London -1 2998 £60,000 +4.34% 310
South East -8 1164 £52,500 +5.00% 126
West Midlands -1 541 £45,000 - 69
East of England -6 481 £54,000 +13.68% 63
City of London -1 435 £57,500 -6.50% 75
Yorkshire 0 422 £45,000 +5.88% 54
South West -1 395 £45,000 - 66
North West -26 357 £45,000 - 65
Berkshire -4 331 £55,000 - 34
West Yorkshire +1 294 £45,000 - 41
East Midlands +2 285 £45,000 - 36
Surrey -12 230 £57,500 +15.00% 12
Manchester -23 218 £47,500 +7.95% 32
Birmingham -1 204 £47,750 +6.11% 26
Leeds -4 197 £44,000 +1.14% 25
Scotland -4 182 £50,500 +1.00% 23
Hampshire -13 180 £49,000 -2.00% 30
Hertfordshire -9 147 £63,750 +21.42% 19
Cambridgeshire +2 138 £50,000 +5.26% 22
Bristol -4 137 £52,500 +8.80% 23
Nottinghamshire +8 128 £50,000 +19.97% 10
Essex +3 121 £61,500 +53.75% 5
Nottingham +11 119 £52,500 +25.97% 8
Reading -13 116 £55,000 - 13
Edinburgh -9 101 £53,000 +0.95% 10
Buckinghamshire -16 99 £46,250 +2.77% 10
Coventry +9 98 £47,750 +6.11% 6
Gloucestershire 0 94 £45,000 -15.88% 6
Kent -1 92 £47,500 -5.00% 6

Project Management
Top 30 Related IT Skills

For the 6 months to 4 December 2016, IT jobs citing Project Management 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 Project Management.

1 5020 (33.15%) Finance
2 4744 (31.33%) Agile Software Development
3 4051 (26.75%) PRINCE2
4 2717 (17.94%) Degree
5 2568 (16.96%) Stakeholder Management
6 2203 (14.55%) Microsoft
7 1992 (13.15%) ITIL
8 1795 (11.85%) MS Excel
9 1791 (11.83%) Analytical Skills
10 1556 (10.28%) Scrum
11 1541 (10.18%) Retail
12 1520 (10.04%) Business Analysis
13 1506 (9.95%) SQL
14 1273 (8.41%) Change Management
15 1243 (8.21%) SDLC
16 1200 (7.92%) Waterfall
17 1104 (7.29%) Banking
18 1101 (7.27%) SQL Server
19 1095 (7.23%) CRM
20 1091 (7.20%) Windows
21 1035 (6.83%) Oracle
22 1032 (6.82%) QA
23 1012 (6.68%) Service Delivery
24 1005 (6.64%) PMP
25 1004 (6.63%) Continuous Improvement
26 975 (6.44%) .NET
27 925 (6.11%) Java
28 911 (6.02%) Marketing
29 910 (6.01%) PMI Certification
30 909 (6.00%) Risk Management

Project Management
Top Related 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
1 583 (3.85%) SharePoint
2 268 (1.77%) IIS
3 245 (1.62%) MS Exchange
4 233 (1.54%) CMS
5 161 (1.06%) Apache
6 134 (0.88%) WebSphere
7 119 (0.79%) Tomcat
8 101 (0.67%) Confluence
9 95 (0.63%) Skype for Business
10 89 (0.59%) JBoss
11 88 (0.58%) SAS
12 75 (0.50%) Exchange Server 2010
13 69 (0.46%) Exchange Server 2013
14 58 (0.38%) Drupal
15 54 (0.36%) Elasticsearch
15 54 (0.36%) WordPress
16 49 (0.32%) WebLogic
17 43 (0.28%) Exchange Server 2007
18 39 (0.26%) Apache Solr
19 37 (0.24%) MS Project Server
Applications
1 1795 (11.85%) MS Excel
2 850 (5.61%) MS Project
3 761 (5.03%) MS Office
4 515 (3.40%) MS PowerPoint
5 389 (2.57%) MS Visio
6 54 (0.36%) Spreadsheet
7 41 (0.27%) Photoshop
8 34 (0.22%) SPSS
9 26 (0.17%) Adobe Illustrator
10 22 (0.15%) Acrobat
11 18 (0.12%) OmniGraffle
12 16 (0.11%) InVision
13 10 (0.066%) Adobe Creative Suite
14 9 (0.059%) FrameMaker
14 9 (0.059%) Open Workbench
15 4 (0.026%) Adobe Captivate
15 4 (0.026%) SOLIDWORKS
16 2 (0.013%) Revit
16 2 (0.013%) SketchUp
16 2 (0.013%) Vectorworks
Business Applications
1 233 (1.54%) Dynamics CRM
2 113 (0.75%) Dynamics AX
3 78 (0.52%) Oracle EBS
4 76 (0.50%) Magento
5 73 (0.48%) Oracle Financials
6 65 (0.43%) Oracle Retail
7 55 (0.36%) SAP FI
8 54 (0.36%) SAP CO
8 54 (0.36%) SAP FI/CO
9 53 (0.35%) SAP ERP
10 52 (0.34%) PeopleSoft Financials
11 45 (0.30%) Unit4 Business World
12 43 (0.28%) Dynamics NAV
12 43 (0.28%) SAP Oil and Gas
13 40 (0.26%) SAP SCM
14 37 (0.24%) Primavera
15 36 (0.24%) SAP PP
16 34 (0.22%) Salesforce.com CRM
17 33 (0.22%) Oracle ERP
18 29 (0.19%) Cognos Business Intelligence
Cloud Services
1 378 (2.50%) Amazon AWS
2 376 (2.48%) SaaS
3 298 (1.97%) Microsoft Azure
4 258 (1.70%) Office 365
5 133 (0.88%) PaaS
6 123 (0.81%) IaaS
7 120 (0.79%) Cloud Computing
8 70 (0.46%) Amazon EC2
9 48 (0.32%) Google Analytics
10 40 (0.26%) GitHub
11 35 (0.23%) SuccessFactors
12 22 (0.15%) Basecamp
13 21 (0.14%) Force.com
14 16 (0.11%) Amazon S3
14 16 (0.11%) AWS CloudFormation
14 16 (0.11%) Google Cloud Platform
14 16 (0.11%) Taleo
15 15 (0.099%) AdWords
15 15 (0.099%) Trello
16 14 (0.092%) FinancialForce.com
Communications & Networking
1 571 (3.77%) Firewall
2 426 (2.81%) WAN
3 391 (2.58%) LAN
4 293 (1.93%) Internet
5 284 (1.88%) SAN
6 279 (1.84%) DNS
7 206 (1.36%) TCP/IP
8 199 (1.31%) Network Security
9 194 (1.28%) VoIP
10 189 (1.25%) VPN
11 181 (1.20%) Wireless
12 179 (1.18%) DHCP
13 148 (0.98%) Intranet
14 113 (0.75%) Unified Communications
15 105 (0.69%) MPLS
16 99 (0.65%) VLAN
17 91 (0.60%) HTTP
18 82 (0.54%) Wi-Fi
19 76 (0.50%) BGP
19 76 (0.50%) NAS
Database & Business Intelligence
1 1101 (7.27%) SQL Server
2 346 (2.28%) MySQL
3 325 (2.15%) Big Data
4 280 (1.85%) Data Warehouse
5 260 (1.72%) Relational Database
6 210 (1.39%) SQL Server Reporting Services
7 208 (1.37%) SQL Server Integration Services
8 143 (0.94%) GIS
9 109 (0.72%) SQL Server 2008
10 97 (0.64%) BusinessObjects
11 96 (0.63%) SQL Server Analysis Services
12 93 (0.61%) RDBMS
13 89 (0.59%) DB2
14 82 (0.54%) SQL Server 2012
15 81 (0.53%) NoSQL
16 75 (0.50%) Hadoop
17 73 (0.48%) QlikView
18 70 (0.46%) MongoDB
19 66 (0.44%) PostgreSQL
20 63 (0.42%) Oracle Database
Development Applications
1 470 (3.10%) JIRA
2 290 (1.92%) Git (software)
3 156 (1.03%) Team Foundation Server
4 131 (0.87%) Jenkins
5 128 (0.85%) Subversion
6 114 (0.75%) Visual Studio
7 82 (0.54%) Selenium
8 54 (0.36%) TeamCity
9 41 (0.27%) Eclipse
10 40 (0.26%) Cucumber
10 40 (0.26%) HP UFT
11 35 (0.23%) Maven
12 34 (0.22%) Hudson
13 33 (0.22%) Octopus Deploy
13 33 (0.22%) Oracle Forms
14 32 (0.21%) gulp
15 30 (0.20%) Atlassian Bamboo
15 30 (0.20%) Axure RP
15 30 (0.20%) PHPUnit
16 28 (0.18%) Appium
General
1 5020 (33.15%) Finance
2 1541 (10.18%) Retail
3 1104 (7.29%) Banking
4 911 (6.02%) Marketing
5 866 (5.72%) Telecoms
6 559 (3.69%) Legal
7 548 (3.62%) Manufacturing
8 297 (1.96%) Advertising
8 297 (1.96%) Back Office
9 293 (1.93%) Law
10 217 (1.43%) Publishing
11 211 (1.39%) Investment Banking
12 201 (1.33%) Front Office
13 178 (1.18%) Games
14 162 (1.07%) Billing
15 129 (0.85%) Financial Institution
16 119 (0.79%) Electronics
17 113 (0.75%) Retail Banking
18 101 (0.67%) Pharmaceutical
19 94 (0.62%) French Language
Job Titles
1 4913 (32.44%) Project Manager
2 2199 (14.52%) Analyst
3 1468 (9.69%) IT Manager
4 1077 (7.11%) Business Analyst
5 957 (6.32%) IT Project Manager
6 923 (6.10%) Developer
7 919 (6.07%) Senior Manager
8 891 (5.88%) Consultant
9 756 (4.99%) Architect
10 747 (4.93%) Senior Project Manager
11 454 (3.00%) Infrastructure Manager
12 435 (2.87%) Software Project Manager
13 416 (2.75%) Programme Manager
13 416 (2.75%) Technical Manager
14 415 (2.74%) Agile Project Manager
15 377 (2.49%) Delivery Manager
16 371 (2.45%) Business Manager
17 348 (2.30%) Solutions Architect
18 343 (2.27%) Infrastructure Project Manager
19 342 (2.26%) Development Manager
Libraries, Frameworks & Software Standards
1 975 (6.44%) .NET
2 865 (5.71%) HTML
3 645 (4.26%) CSS
4 442 (2.92%) Web Services
5 425 (2.81%) XML
6 328 (2.17%) jQuery
7 299 (1.97%) ASP.NET
8 232 (1.53%) AngularJS
9 228 (1.51%) HTML5
10 164 (1.08%) Middleware
11 154 (1.02%) REST
12 151 (1.00%) SOAP
13 134 (0.88%) CSS3
14 119 (0.79%) .NET Framework
15 104 (0.69%) Twitter Bootstrap
16 102 (0.67%) Ajax
17 87 (0.57%) ASP.NET MVC
17 87 (0.57%) RESTful
18 82 (0.54%) J2EE
19 80 (0.53%) LAMP
Miscellaneous
1 1791 (11.83%) Analytical Skills
2 865 (5.71%) Management Information System
3 820 (5.42%) Data Centre
4 633 (4.18%) Computer Science
5 538 (3.55%) User Experience
6 448 (2.96%) PMI
7 295 (1.95%) Mobile App
8 263 (1.74%) Virtual Team
9 203 (1.34%) Enterprise Software
10 187 (1.23%) Driving Licence
11 156 (1.03%) FMCG
12 146 (0.96%) Visualisation
13 142 (0.94%) Mathematics
14 139 (0.92%) Fintech
15 131 (0.87%) Social Media
16 127 (0.84%) Fixed Income
17 122 (0.81%) NHS
18 121 (0.80%) iPad
19 115 (0.76%) Derivative
20 109 (0.72%) Data Integration
Operating Systems
1 1091 (7.20%) Windows
2 765 (5.05%) Linux
3 462 (3.05%) Unix
4 411 (2.71%) Windows Server
5 255 (1.68%) Windows Server 2012
6 202 (1.33%) Windows Server 2008
7 181 (1.20%) Android
8 167 (1.10%) Apple iOS
9 150 (0.99%) Windows 7
10 127 (0.84%) Red Hat Enterprise Linux
11 120 (0.79%) Windows Server 2003
12 116 (0.77%) Solaris
13 83 (0.55%) Windows 10
14 56 (0.37%) Windows 8
15 41 (0.27%) Ubuntu
16 36 (0.24%) AIX
17 31 (0.20%) SUSE
18 21 (0.14%) Debian
18 21 (0.14%) HPUX
19 19 (0.13%) Mac OS X
Processes & Methodologies
1 4744 (31.33%) Agile Software Development
2 4051 (26.75%) PRINCE2
3 2568 (16.96%) Stakeholder Management
4 1992 (13.15%) ITIL
5 1556 (10.28%) Scrum
6 1520 (10.04%) Business Analysis
7 1273 (8.41%) Change Management
8 1243 (8.21%) SDLC
9 1200 (7.92%) Waterfall
10 1095 (7.23%) CRM
11 1012 (6.68%) Service Delivery
12 1004 (6.63%) Continuous Improvement
13 909 (6.00%) Risk Management
14 892 (5.89%) E-Commerce
15 888 (5.86%) Mentoring
16 839 (5.54%) Programme Management
17 771 (5.09%) Service Management
18 764 (5.05%) Line Management
19 747 (4.93%) ERP
20 706 (4.66%) Business Intelligence
Programming Languages
1 1506 (9.95%) SQL
2 925 (6.11%) Java
3 748 (4.94%) C#
4 740 (4.89%) JavaScript
5 334 (2.21%) PHP
6 314 (2.07%) C
7 271 (1.79%) Python
8 217 (1.43%) Perl
9 198 (1.31%) PowerShell
10 186 (1.23%) C++
11 174 (1.15%) VB.NET
12 162 (1.07%) T-SQL
13 110 (0.73%) Bash Shell
14 101 (0.67%) Ruby
15 87 (0.57%) VBA
16 79 (0.52%) PL/SQL
16 79 (0.52%) VB
17 73 (0.48%) Shell Script
18 50 (0.33%) R
19 49 (0.32%) Objective-C
Qualifications
1 2717 (17.94%) Degree
2 1005 (6.64%) PMP
3 910 (6.01%) PMI Certification
4 600 (3.96%) PRINCE2 Certification
5 445 (2.94%) Security Cleared
6 372 (2.46%) ISEB
7 359 (2.37%) Cisco Certification
8 312 (2.06%) PRINCE2 Practitioner
9 272 (1.80%) APMP
10 267 (1.76%) SC Cleared
11 238 (1.57%) CISSP
12 233 (1.54%) Microsoft Certification
13 196 (1.29%) CCNP
14 161 (1.06%) ITIL Certification
15 149 (0.98%) CCNA
16 141 (0.93%) CISM
17 131 (0.87%) CISA
18 129 (0.85%) MCSE
19 115 (0.76%) DV Cleared
20 104 (0.69%) ISTQB
Quality Assurance & Compliance
1 1032 (6.82%) QA
2 342 (2.26%) SLA
3 289 (1.91%) ISO/IEC 27001
4 213 (1.41%) PCI DSS
5 135 (0.89%) MiFID
6 95 (0.63%) COBIT
7 80 (0.53%) Data Quality
8 75 (0.50%) ISO 9001
9 60 (0.40%) PMBOK
10 49 (0.32%) Sarbanes-Oxley
11 45 (0.30%) EMIR
12 36 (0.24%) P3O
13 34 (0.22%) ISO 14001
14 27 (0.18%) FATCA
15 21 (0.14%) ISO 9000
16 19 (0.13%) JSP 440
17 17 (0.11%) ISO/IEC 17799
18 16 (0.11%) GAMP
19 15 (0.099%) Dodd-Frank
20 13 (0.086%) SEPA
System Software
1 481 (3.18%) Active Directory
2 463 (3.06%) VMware Infrastructure
3 218 (1.44%) Hyper-V
4 113 (0.75%) Virtual Machines
5 96 (0.63%) vSphere
6 84 (0.55%) XenApp
7 59 (0.39%) VMware ESX
8 35 (0.23%) Terminal Services
8 35 (0.23%) VMware ESXi
8 35 (0.23%) XenDesktop
9 34 (0.22%) Firmware
10 30 (0.20%) Docker
10 30 (0.20%) KVM
11 27 (0.18%) vCloud
12 26 (0.17%) Veritas Cluster Server
13 20 (0.13%) Microsoft App-V
14 19 (0.13%) XenServer
15 18 (0.12%) Virtual Servers
16 15 (0.099%) Xen
17 11 (0.073%) Oracle RAC
Systems Management
1 179 (1.18%) Puppet
2 143 (0.94%) SCCM
3 95 (0.63%) Opscode Chef
4 67 (0.44%) Ansible
5 65 (0.43%) SCOM
6 58 (0.38%) SCVMM
7 51 (0.34%) Nagios
8 47 (0.31%) NetBackup
9 38 (0.25%) HP Quality Center
9 38 (0.25%) WSUS
10 35 (0.23%) AirWatch
11 32 (0.21%) Cisco CUCM
12 27 (0.18%) Cobbler
12 27 (0.18%) Control-M
13 26 (0.17%) Red Hat Satellite
14 25 (0.17%) FreeIPA
14 25 (0.17%) Microsoft Clustering
14 25 (0.17%) OpenView
15 23 (0.15%) Backup Exec
15 23 (0.15%) Zenoss
Vendors
1 2203 (14.55%) Microsoft
2 1035 (6.83%) Oracle
3 801 (5.29%) SAP
4 791 (5.22%) Cisco
5 712 (4.70%) VMware
6 406 (2.68%) HP
7 354 (2.34%) Salesforce.com
8 286 (1.89%) Citrix
9 215 (1.42%) CheckPoint
10 211 (1.39%) IBM
11 185 (1.22%) Red Hat
12 175 (1.16%) Juniper
13 144 (0.95%) EMC
14 128 (0.85%) Google
15 122 (0.81%) NetApp
16 109 (0.72%) Adobe
17 108 (0.71%) Hyperion
18 100 (0.66%) Tableau
19 90 (0.59%) Cognos
19 90 (0.59%) F5
Coventry, West Midlands (County)
Executive Recruitment Services (ERS)
Salary: £35000 - £45000 per annum
Posted: Yesterday
Liverpool, Merseyside
onezeero.
Posted: Yesterday
Leicestershire
Harvey Nash plc
Posted: Yesterday
Monmouthshire
IntaPeople
Salary: £28000 - £32000 per annum
Posted: 2 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Salary: £45000 - £65000 per annum + Pension + Medical
Posted: 21 hours ago
Stoke-On-Trent, Staffordshire
Searchability
Salary: £18000 - £20000 per annum + benefits
Posted: Yesterday
Crediton, Devon
Redrock Consulting Ltd
Salary: £35000 - £40000 per annum
Posted: 3 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £42,000 per annum + excellent benefits
Posted: Yesterday
Brighton, East Sussex
Joseph Harry Ltd
Salary: £45000 - £60000 per annum
Posted: 2 days ago
Portsmouth, Hampshire
Vantage Recruitment Solutions Ltd
Salary: Up to £45,000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £50000 per annum + Benefits
Posted: 2 days ago
Southport, Merseyside
The Change Partners Recruitment
Salary: From £50,000 to £55,000 per annum
Posted: 2 days ago
City, London
Harrington Starr
Salary: £70000 - £80000 per annum + plus package
Posted: 1 hour ago
London
Red10
Salary: £70000 - £80000 per annum
Posted: 2 days ago
Luton, Bedfordshire
Eutopia Solutions Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
Technology Sourcing Limited
Salary: From £30,000 to £40,000 per annum
Posted: Yesterday
Ipswich, Suffolk
Pure Resourcing Solutions
Salary: £40000 - £45000 per annum
Posted: 2 days ago
City, London
Robert Half
Salary: £40000 - £45000 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £75000 - £90000 per annum + plus package and bonus
Posted: 22 hours ago
Cheltenham, Gloucestershire
Big Red Recruitment
Salary: £35000 - £40000 per annum + pension + 25 days holiday
Posted: 4 days ago
Manchester, Lancashire
Informatiq Consulting
Salary: £50000 - £65000 per annum + Pension + Medical
Posted: 21 hours ago
Stoke-On-Trent, Staffordshire
HAYS INFORMATION TECHNOLOGY
Salary: £50000.00 - £55000.00 per annum
Posted: 3 days ago
London
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Computer People
Salary: £40000.00 - £42000.00 per annum
Posted: 2 days ago
Uxbridge, Middlesex
set2recruit
Salary: £60,000 per annum £55,000 to £60,000
Posted: Yesterday
Okehampton, Devon
Redrock Consulting Ltd
Salary: £35000 - £40000.00 per annum + Pension - 25 days holiday
Posted: 3 days ago
Hull, North Humberside
Go IT Recruitment Ltd
Salary: From £55,000 to £65,000 per annum + car allowance + excellent benefits
Posted: Yesterday
Scotland
Harvey Nash plc
Posted: 4 days ago
Watford, Hertfordshire
Access Talent
Salary: We aim to improve your current salary. (Mileage paid at 17p per mile)
Posted: 3 days ago