Labour market opportunities for young people

Published: 18 December 2025
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Data on labour market opportunities for 16 to 29 year olds across the UK, measured by their occupation level and unemployment rate over time. This index shows which areas offer more or less favourable employment opportunities for young people.

Visualisation

Index of 'labour market opportunities for young people', by local authority (UK)

205 local authority areas in the UK are put into 7 categories based on their ‘index of labour market opportunities’ composite scores. The categories are not equally sized – the middle category is larger because most local authorities are very near the average. Areas with the highest scores have the most favourable labour market opportunities.

Least
Favourable
Unfavourable
Middle
Group
Favourable
Most
Favourable
Least
Favourable
Unfavourable
Lower
Middling
Middling
Upper
Middling
Favourable
Most
Favourable

Data

Index of 'labour market opportunities for young people', by local authority (UK)
Region 2018 to 2024 2012 to 2017 2006 to 2011 2000 to 2005
Index of 'labour market opportunities for young people' ('Z-scores') Group Index of 'labour market opportunities for young people' ('Z-scores') Group Index of 'labour market opportunities for young people' ('Z-scores') Group Index of 'labour market opportunities for young people' ('Z-scores') Group
Aberdeen City -0.10 Middling 0.86 Upper Middling 0.48 Middling 0.67 Upper Middling
Aberdeenshire -0.90 Lower Middling -0.01 Middling -0.24 Middling -0.88 Lower Middling
Angus -0.98 Lower Middling -0.46 Middling -1.34 Unfavourable -0.87 Lower Middling
Argyll and Bute Islands -1.19 Unfavourable -1.15 Unfavourable -0.26 Middling -0.74 Lower Middling
Barking and Dagenham 0.41 Middling -0.05 Middling 0.11 Middling 0.03 Middling
Barnet 0.31 Middling 1.08 Favourable 1.58 Most Favourable 1.40 Favourable
Barnsley -0.47 Middling -0.17 Middling -0.30 Middling -0.40 Middling
Bath and North East Somerset 0.13 Middling -0.29 Middling -0.61 Lower Middling 0.17 Middling
Bedford 0.78 Upper Middling 0.21 Middling 0.50 Middling 0.03 Middling
Bexley 0.84 Upper Middling 0.21 Middling 0.60 Upper Middling 0.79 Upper Middling
Birmingham -0.56 Lower Middling -0.90 Lower Middling -0.57 Lower Middling -0.29 Middling
Blackburn with Darwen -0.55 Lower Middling -0.55 Lower Middling -0.81 Lower Middling -0.67 Lower Middling
Blackpool -0.27 Middling -0.47 Middling -0.65 Lower Middling -0.65 Lower Middling
Blaenau Gwent -0.79 Lower Middling -1.34 Unfavourable -1.26 Unfavourable -1.16 Unfavourable
Bolton -0.62 Lower Middling -0.54 Lower Middling -0.21 Middling -0.21 Middling
Bournemouth, Christchurch and Poole -0.16 Middling -0.21 Middling 0.50 Upper Middling 0.09 Middling
Bracknell Forest 1.32 Favourable 1.07 Favourable 1.24 Favourable 1.50 Favourable
Bradford -0.62 Lower Middling -0.77 Lower Middling -0.44 Middling -0.64 Lower Middling
Brent 0.24 Middling 0.46 Middling 0.60 Upper Middling 0.65 Upper Middling
Bridgend -0.97 Lower Middling -0.50 Lower Middling -0.64 Lower Middling -0.96 Lower Middling
Brighton and Hove -0.23 Middling 0.36 Middling 0.23 Middling 0.20 Middling
Bristol, City of 1.25 Favourable 1.31 Favourable 1.36 Favourable 0.80 Upper Middling
Bromley 1.15 Favourable 2.25 Most Favourable 1.94 Most Favourable 1.65 Most Favourable
Buckinghamshire 0.29 Middling 0.67 Upper Middling 0.32 Middling 0.56 Upper Middling
Bury 0.05 Middling 0.22 Middling 0.15 Middling 0.33 Middling
Caerphilly -0.81 Lower Middling -0.73 Lower Middling -0.30 Middling -0.95 Lower Middling
Calderdale -0.27 Middling -0.24 Middling -0.42 Middling -0.27 Middling
Cambridgeshire CC 0.01 Middling 0.76 Upper Middling 0.75 Upper Middling 0.74 Upper Middling
Camden and City of London 2.74 Most Favourable 1.69 Most Favourable 3.36 Most Favourable 2.18 Most Favourable
Cardiff 0.25 Middling -0.20 Middling 0.69 Upper Middling 0.57 Upper Middling
Carmarthenshire -0.87 Lower Middling -1.10 Unfavourable -1.39 Unfavourable -0.99 Lower Middling
Central Bedfordshire 0.73 Upper Middling 1.15 Favourable 0.35 Middling 0.57 Upper Middling
Ceredigion -0.65 Lower Middling -1.36 Unfavourable -1.45 Unfavourable -1.31 Unfavourable
Cheshire East -0.16 Middling -0.19 Middling -0.13 Middling 0.38 Middling
Cheshire West and Chester 0.05 Middling 0.15 Middling -0.43 Middling 0.36 Middling
City of Edinburgh 0.64 Upper Middling 1.16 Favourable 0.77 Upper Middling 0.96 Upper Middling
Clackmannanshire -0.74 Lower Middling -0.47 Middling -0.68 Lower Middling -0.58 Lower Middling
Conwy -0.47 Middling -1.37 Unfavourable -0.92 Lower Middling -0.96 Lower Middling
Cornwall and Isles of Scilly -1.06 Unfavourable -0.87 Lower Middling -0.92 Lower Middling -1.25 Unfavourable
Coventry -0.38 Middling -0.74 Lower Middling -0.52 Lower Middling -0.26 Middling
Croydon 0.61 Upper Middling 0.24 Middling 1.06 Favourable 1.03 Favourable
Cumbria -0.62 Lower Middling -0.34 Middling -0.58 Lower Middling -0.88 Lower Middling
Darlington -0.71 Lower Middling -0.36 Middling -0.65 Lower Middling -0.82 Lower Middling
Denbighshire -0.97 Lower Middling -1.08 Unfavourable -0.94 Lower Middling -0.75 Lower Middling
Derby -0.08 Middling 0.30 Middling 0.25 Middling 0.11 Middling
Derbyshire -0.11 Middling 0.02 Middling -0.30 Middling -0.67 Lower Middling
Devon CC -0.68 Lower Middling -0.73 Lower Middling -0.69 Lower Middling -0.49 Middling
Doncaster -0.78 Lower Middling -0.71 Lower Middling -0.40 Middling -0.61 Lower Middling
Dorset 0.30 Middling -0.20 Middling -0.31 Middling -0.57 Lower Middling
Dudley -0.31 Middling -0.66 Lower Middling 0.11 Middling -0.10 Middling
Dumfries and Galloway -0.94 Lower Middling -1.34 Unfavourable -1.34 Unfavourable -0.96 Lower Middling
Dundee City -1.07 Unfavourable -0.28 Middling -0.19 Middling -0.98 Lower Middling
Durham -1.11 Unfavourable -0.94 Lower Middling -0.54 Lower Middling -1.20 Unfavourable
Ealing 1.68 Most Favourable 0.52 Upper Middling 0.65 Upper Middling 1.45 Favourable
East Ayrshire -0.64 Lower Middling -1.18 Unfavourable -1.32 Unfavourable -1.00 Unfavourable
East Dunbartonshire -0.72 Lower Middling 0.34 Middling -0.82 Lower Middling 0.27 Middling
East Lothian -0.81 Lower Middling -0.72 Lower Middling -0.44 Middling -0.80 Lower Middling
East Renfrewshire -0.55 Lower Middling -0.58 Lower Middling -0.95 Lower Middling 0.53 Upper Middling
East Riding of Yorkshire -0.28 Middling -1.04 Unfavourable -0.46 Middling -0.71 Lower Middling
East Sussex CC -0.56 Lower Middling -0.60 Lower Middling -0.34 Middling -0.50 Middling
Enfield 0.38 Middling -0.47 Middling -0.14 Middling 0.57 Upper Middling
Essex 0.71 Upper Middling 0.61 Upper Middling 0.50 Middling 0.87 Upper Middling
Falkirk -0.58 Lower Middling -0.38 Middling 0.59 Upper Middling -0.22 Middling
Fife -1.11 Unfavourable -0.54 Lower Middling -0.70 Lower Middling -0.73 Lower Middling
Flintshire -0.46 Middling -0.57 Lower Middling 0.17 Middling 0.18 Middling
Gateshead -0.59 Lower Middling 0.49 Middling 0.25 Middling -0.17 Middling
Glasgow City 0.62 Upper Middling 0.74 Upper Middling -0.09 Middling 0.12 Middling
Gloucestershire CC 0.19 Middling -0.05 Middling 0.12 Middling -0.12 Middling
Greenwich 1.41 Favourable 0.67 Upper Middling 1.36 Favourable 1.11 Favourable
Gwynedd -0.87 Lower Middling -0.42 Middling -0.81 Lower Middling -1.05 Unfavourable
Hackney 2.47 Most Favourable 1.92 Most Favourable 1.23 Favourable 0.60 Upper Middling
Halton 0.03 Middling -0.36 Middling 0.10 Middling -0.64 Lower Middling
Hammersmith and Fulham 3.77 Most Favourable 2.64 Most Favourable 3.94 Most Favourable 3.60 Most Favourable
Hampshire -0.02 Middling 0.47 Middling 0.32 Middling 0.47 Middling
Haringey 1.24 Favourable 1.23 Favourable 0.70 Upper Middling 1.47 Favourable
Harrow 0.09 Middling 1.00 Favourable 1.36 Favourable 1.38 Favourable
Hartlepool -0.83 Lower Middling -1.25 Unfavourable -0.40 Middling -1.08 Unfavourable
Havering 1.25 Favourable 1.33 Favourable 1.19 Favourable 1.55 Most Favourable
Herefordshire, County of -0.50 Middling -0.62 Lower Middling -0.56 Lower Middling -0.65 Lower Middling
Hertfordshire CC 0.70 Upper Middling 1.53 Most Favourable 1.08 Favourable 1.41 Favourable
Highland -0.92 Lower Middling -0.97 Lower Middling -0.94 Lower Middling -0.86 Lower Middling
Hillingdon 0.21 Middling 0.55 Upper Middling 0.68 Upper Middling 1.06 Favourable
Hounslow 0.83 Upper Middling 0.66 Upper Middling 0.81 Upper Middling 0.87 Upper Middling
Inverclyde -0.63 Lower Middling 0.24 Middling -0.57 Lower Middling -0.63 Lower Middling
Isle of Anglesey -0.94 Lower Middling -0.70 Lower Middling -0.89 Lower Middling -1.32 Unfavourable
Isle of Wight -0.65 Lower Middling -1.36 Unfavourable -0.89 Lower Middling -0.82 Lower Middling
Islington 2.91 Most Favourable 3.27 Most Favourable 2.63 Most Favourable 2.30 Most Favourable
Kensington and Chelsea 1.89 Most Favourable 1.71 Most Favourable 3.45 Most Favourable 2.87 Most Favourable
Kent -0.60 Lower Middling -0.15 Middling -0.31 Middling 0.10 Middling
Kingston upon Hull, City of -0.93 Lower Middling -0.52 Lower Middling -1.28 Unfavourable -1.28 Unfavourable
Kingston upon Thames 0.76 Upper Middling 0.12 Middling 0.59 Upper Middling 1.72 Most Favourable
Kirklees -0.18 Middling -0.66 Lower Middling -0.51 Lower Middling -0.19 Middling
Knowsley -0.73 Lower Middling -0.64 Lower Middling -0.67 Lower Middling -0.67 Lower Middling
Lambeth 4.13 Most Favourable 4.19 Most Favourable 2.85 Most Favourable 2.17 Most Favourable
Lancashire -0.75 Lower Middling -0.30 Middling -0.57 Lower Middling -0.32 Middling
Leeds 0.71 Upper Middling 0.51 Upper Middling 0.21 Middling 0.06 Middling
Leicester -0.30 Middling -0.65 Lower Middling -0.98 Lower Middling -0.74 Lower Middling
Leicestershire CC -0.01 Middling 0.30 Middling -0.11 Middling -0.15 Middling
Lewisham 3.10 Most Favourable 2.56 Most Favourable 1.03 Favourable 1.57 Most Favourable
Lincolnshire CC -0.93 Lower Middling -0.64 Lower Middling -0.82 Lower Middling -1.03 Unfavourable
Liverpool 0.14 Middling -0.90 Lower Middling -0.49 Middling -0.65 Lower Middling
Luton -0.27 Middling -0.53 Lower Middling -0.43 Middling 0.19 Middling
Manchester 0.40 Middling -0.09 Middling -0.09 Middling -0.12 Middling
Medway 0.29 Middling 0.56 Upper Middling -0.27 Middling 0.18 Middling
Merthyr Tydfil -0.79 Lower Middling -0.06 Middling -1.07 Unfavourable -1.07 Unfavourable
Merton 2.20 Most Favourable 1.48 Favourable 1.75 Most Favourable 2.63 Most Favourable
Middlesbrough -1.13 Unfavourable -0.61 Lower Middling -1.06 Unfavourable -1.20 Unfavourable
Midlothian -0.32 Middling -0.10 Middling 0.13 Middling 0.03 Middling
Milton Keynes 0.54 Upper Middling 1.32 Favourable 0.66 Upper Middling 0.56 Upper Middling
Monmouthshire -0.29 Middling -1.31 Unfavourable 0.14 Middling -0.65 Lower Middling
Moray -1.26 Unfavourable -1.17 Unfavourable -0.74 Lower Middling 0.00 Middling
Na h-Eileanan Siar -1.10 Unfavourable -1.03 Unfavourable -0.61 Lower Middling -0.90 Lower Middling
Neath Port Talbot -1.03 Unfavourable -1.26 Unfavourable -0.57 Lower Middling -0.92 Lower Middling
Newcastle upon Tyne 0.42 Middling -0.26 Middling -0.54 Lower Middling -0.28 Middling
Newham 1.44 Favourable 0.36 Middling -0.51 Lower Middling -0.32 Middling
Newport -0.05 Middling -0.15 Middling -0.48 Middling -0.41 Middling
North Ayrshire mainland -1.04 Unfavourable -0.97 Lower Middling -1.30 Unfavourable -1.11 Unfavourable
North East Lincolnshire -0.40 Middling -0.42 Middling -1.16 Unfavourable -1.68 Least Favourable
North Lanarkshire -0.72 Lower Middling -0.60 Lower Middling -0.56 Lower Middling -0.57 Lower Middling
North Lincolnshire -1.23 Unfavourable -1.29 Unfavourable -0.76 Lower Middling -1.00 Unfavourable
North Northamptonshire -0.99 Lower Middling 0.04 Middling -0.35 Middling -0.09 Middling
North Somerset 0.13 Middling -0.24 Middling -0.13 Middling 0.11 Middling
North Tyneside -0.53 Lower Middling -0.08 Middling -0.01 Middling 0.04 Middling
North Yorkshire CC -0.32 Middling -0.44 Middling -0.67 Lower Middling -0.06 Middling
Northern Ireland -0.95 Lower Middling -1.06 Unfavourable -0.85 Lower Middling -0.98 Lower Middling
Northumberland -0.86 Lower Middling 0.12 Middling -0.22 Middling -0.83 Lower Middling
Norwich and Norfolk -0.72 Lower Middling -0.37 Middling -0.35 Middling -0.39 Middling
Nottingham -0.21 Middling -0.36 Middling -0.61 Lower Middling -0.56 Lower Middling
Nottinghamshire 0.05 Middling -0.65 Lower Middling -0.62 Lower Middling -0.49 Middling
Oldham -0.57 Lower Middling -0.48 Middling -0.75 Lower Middling -0.65 Lower Middling
Orkney Islands -0.81 Lower Middling -0.51 Lower Middling -0.94 Lower Middling -0.68 Lower Middling
Oxfordshire CC 0.46 Middling 1.29 Favourable 0.47 Middling 0.91 Upper Middling
Pembrokeshire -0.90 Lower Middling -0.42 Middling -1.53 Least Favourable -1.05 Unfavourable
Perth and Kinross -0.92 Lower Middling -0.77 Lower Middling -0.51 Lower Middling 0.19 Middling
Peterborough -0.22 Middling -0.54 Lower Middling -0.47 Middling 0.53 Upper Middling
Plymouth -0.16 Middling -0.23 Middling -0.35 Middling -0.47 Middling
Portsmouth 0.08 Middling -0.05 Middling 0.42 Middling -0.02 Middling
Powys -0.16 Middling -0.89 Lower Middling -1.13 Unfavourable -0.81 Lower Middling
Reading 0.88 Upper Middling 1.71 Most Favourable 1.67 Most Favourable 1.37 Favourable
Redbridge 0.13 Middling 1.11 Favourable 0.75 Upper Middling 1.19 Favourable
Redcar and Cleveland -0.79 Lower Middling -1.21 Unfavourable -0.55 Lower Middling -0.99 Lower Middling
Renfrewshire -0.01 Middling -0.25 Middling -0.27 Middling -0.40 Middling
Rhondda Cynon Taf -0.66 Lower Middling -1.02 Unfavourable -0.95 Lower Middling -1.28 Unfavourable
Richmond upon Thames 0.14 Middling 1.61 Most Favourable 2.19 Most Favourable 2.32 Most Favourable
Rochdale -0.07 Middling -0.48 Middling -0.43 Middling -0.54 Lower Middling
Rotherham -0.69 Lower Middling -0.39 Middling -0.54 Lower Middling -0.55 Lower Middling
Rutland -0.09 Middling -0.34 Middling -0.63 Lower Middling -0.57 Lower Middling
Salford 1.08 Favourable 0.14 Middling 0.25 Middling 0.02 Middling
Sandwell -0.87 Lower Middling -1.02 Unfavourable -0.11 Middling -0.59 Lower Middling
Scottish Borders -1.04 Unfavourable -0.83 Lower Middling -1.32 Unfavourable -0.99 Lower Middling
Sefton -0.25 Middling 0.00 Middling -0.12 Middling -0.49 Middling
Sheffield -0.12 Middling -0.40 Middling -0.10 Middling -0.32 Middling
Shetland Islands -1.08 Unfavourable -1.08 Unfavourable -0.43 Middling -0.70 Lower Middling
Shropshire -0.91 Lower Middling -0.37 Middling -0.46 Middling -0.42 Middling
Slough -0.18 Middling 0.20 Middling 0.49 Middling 1.33 Favourable
Solihull 0.09 Middling 0.51 Upper Middling -0.17 Middling 0.43 Middling
Somerset CC -0.12 Middling -0.61 Lower Middling -0.28 Middling -0.65 Lower Middling
South Ayrshire -0.42 Middling -0.67 Lower Middling -1.11 Unfavourable -0.69 Lower Middling
South Gloucestershire 1.12 Favourable 0.40 Middling 0.93 Upper Middling 1.56 Most Favourable
South Lanarkshire 0.05 Middling -0.15 Middling -0.39 Middling -0.15 Middling
South Tyneside -0.52 Lower Middling -0.34 Middling -0.23 Middling -0.87 Lower Middling
Southampton 0.49 Middling -0.33 Middling 0.54 Upper Middling 0.05 Middling
Southend-on-Sea 0.53 Upper Middling 0.91 Upper Middling 0.93 Upper Middling 0.25 Middling
Southwark 3.52 Most Favourable 2.51 Most Favourable 2.09 Most Favourable 1.25 Favourable
St Helens 0.43 Middling -0.60 Lower Middling -0.56 Lower Middling -0.42 Middling
Staffordshire CC -0.12 Middling -0.58 Lower Middling -0.30 Middling -0.20 Middling
Stirling -0.83 Lower Middling -1.16 Unfavourable -0.61 Lower Middling -0.41 Middling
Stockport 0.35 Middling 1.02 Favourable 0.92 Upper Middling 0.14 Middling
Stockton-on-Tees -1.30 Unfavourable -0.35 Middling -0.25 Middling -1.07 Unfavourable
Stoke-on-Trent -0.56 Lower Middling -0.55 Lower Middling -0.60 Lower Middling -1.18 Unfavourable
Suffolk CC -0.39 Middling -0.36 Middling 0.16 Middling 0.07 Middling
Sunderland -0.91 Lower Middling -0.81 Lower Middling -0.80 Lower Middling -0.85 Lower Middling
Surrey 0.80 Upper Middling 0.53 Upper Middling 0.76 Upper Middling 1.27 Favourable
Sutton 1.44 Favourable 1.53 Most Favourable 0.37 Middling 1.69 Most Favourable
Swansea -0.62 Lower Middling -0.89 Lower Middling -0.90 Lower Middling -1.15 Unfavourable
Swindon 0.12 Middling 0.24 Middling 0.48 Middling 1.26 Favourable
Tameside 0.38 Middling 0.16 Middling -0.39 Middling -0.02 Middling
Telford and Wrekin -0.91 Lower Middling -0.61 Lower Middling -0.38 Middling -0.53 Lower Middling
Thurrock 0.58 Upper Middling 0.07 Middling 0.89 Upper Middling 1.00 Favourable
Torbay -0.90 Lower Middling 0.02 Middling -0.82 Lower Middling -0.80 Lower Middling
Torfaen -0.20 Middling -0.72 Lower Middling -1.54 Least Favourable -0.45 Middling
Tower Hamlets 2.83 Most Favourable 2.63 Most Favourable 1.97 Most Favourable 1.38 Favourable
Trafford 0.77 Upper Middling 0.52 Upper Middling 0.50 Upper Middling 0.67 Upper Middling
Vale of Glamorgan -0.39 Middling -0.47 Middling 0.47 Middling -0.74 Lower Middling
Wakefield 0.07 Middling -0.20 Middling -0.39 Middling -0.74 Lower Middling
Walsall -0.34 Middling -0.40 Middling -0.53 Lower Middling -0.67 Lower Middling
Waltham Forest 0.94 Upper Middling 0.09 Middling -0.04 Middling 0.09 Middling
Wandsworth 3.80 Most Favourable 4.45 Most Favourable 4.59 Most Favourable 4.08 Most Favourable
Warrington 0.13 Middling 0.16 Middling 0.17 Middling 0.28 Middling
Warwickshire CC 0.17 Middling 0.69 Upper Middling 0.24 Middling 0.19 Middling
West Berkshire 0.58 Upper Middling 1.09 Favourable 0.85 Upper Middling 1.53 Most Favourable
West Dunbartonshire 0.03 Middling -0.81 Lower Middling -0.65 Lower Middling -1.08 Unfavourable
West Lothian -0.93 Lower Middling -0.74 Lower Middling -0.46 Middling -0.29 Middling
West Northamptonshire 0.59 Upper Middling 0.26 Middling 0.01 Middling 0.19 Middling
West Sussex -0.21 Middling 0.09 Middling 0.07 Middling 0.15 Middling
Westminster 2.66 Most Favourable 2.63 Most Favourable 3.49 Most Favourable 2.87 Most Favourable
Wigan 0.23 Middling -0.42 Middling -0.11 Middling -0.35 Middling
Wiltshire -0.37 Middling 0.00 Middling -0.29 Middling -0.36 Middling
Windsor and Maidenhead 0.49 Middling 2.15 Most Favourable 1.28 Favourable 1.96 Most Favourable
Wirral -0.42 Middling -0.35 Middling -0.24 Middling -0.38 Middling
Wokingham 0.33 Middling 1.62 Most Favourable 1.46 Favourable 1.65 Most Favourable
Wolverhampton -0.68 Lower Middling -0.87 Lower Middling -0.44 Middling -0.78 Lower Middling
Worcestershire CC 0.03 Middling -0.00 Middling -0.19 Middling -0.38 Middling
Wrexham -0.52 Lower Middling -0.70 Lower Middling -0.28 Middling -0.73 Lower Middling
York 0.59 Upper Middling -0.33 Middling 0.12 Middling -0.22 Middling
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    Summary main findings

    Data for 2018 to 2024 combined shows that the ‘north-south divide’ for young people's labour market opportunities was clearer than it was for conditions of childhood.

    The most favourable labour market opportunities were in some London boroughs, Bristol, and several areas in the South of England. This means young people living there were:

    • more likely to be in professional occupations
    • less likely to be in working class occupations
    • more likely to have high earnings

    However, some more rural areas in the South of England such as Cornwall, Devon, Wiltshire and Sussex had below-average scores. There were fewer local authorities with favourable opportunities in Scotland and the North West of England. In Scotland, both Edinburgh and Glasgow had above average scores, as did Manchester, Salford, and Trafford in the North West of England. Cardiff was the only local authority in Wales with a score above the average.

    Areas with unfavourable opportunities include:

    • older industrial and port areas in the north, such as Stockton-on-Tees, North Lincolnshire and Middlesbrough
    • some rural and island regions such as Argyll and Bute and Shetland Islands

    When looking at changes over time, some rural areas in Scotland saw a decline in opportunities, while several Welsh council areas saw improvements. Greater distances to major urban centres in rural Scotland might make it harder for young people to find professional and higher-paid jobs.


    About the data

    Data source(s)

    Labour Force Survey (LFS), Office for National Statistics

    Time period

    • 2000 to 2005 combined
    • 2006 to 2011 combined
    • 2012 to 2017 combined
    • 2018 to 2024 combined

    Geographic area

    UK

    What the data measures

    This page combines data from the following drivers into a single 'composite' score:

    Things you need to know

    Areas are based on where respondents lived at the time they were surveyed, not where they grew up.

    To increase the number of survey respondents, we have combined:

    • the ‘higher’ and ‘lower’ professional classes into a single category
    • the same with the ‘higher’ and ‘lower’ working classes into a single category

    Data constraints mean that Northern Ireland is treated as a single unit. Local authorities have been combined in a few other cases.

    The unit used for this index is the 'Z-score'. This is a type of statistical measurement which can be used to tell us how likely it is that a region is different to the UK average.

    The values shown are not percentages, and the difference between regions cannot be compared in percentage terms.

    The Z-scores are used to put regions into one of 7 groups, according to a set of thresholds for each group. See our technical annex for more information on how each area was scored.

    We have used the LFS to produce the ‘earnings of young people’ driver in this composite index. This differs from the corresponding indicator in the Social Mobility Index, for which we use ASHE. This is due to a lack of granularity in the ASHE data.

    Type of data

    Survey data


    Download the data

    Download full dataset (CSV, 152KB)

    This file contains the following variables:

    • Measure code
    • Measure title
    • Chart type
    • Area type
    • Area name
    • Primary split type
    • Primary split value
    • Secondary split type
    • Secondary split value
    • Time period
    • Value
    • Unit
    • Group number

    Page history

    Publication release date:

    18 December 2025

    Editions of this page:

    This page replaces: