AI workforce intelligence

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JobAI turns job descriptions into task maps, AI opportunity scores, agent designs, economics and a 90-day implementation plan.

Benchmark71average AI opportunity score across 100 roles
AutomateAugmentHuman
100seed roles
10industries
3work scores
90day roadmap

Live benchmark library

Top 100 roles

100 roles
#01

Technology

Software Engineer

Benchmark · £650/day

72/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

31%Automate
50%Augment
19%Human-critical
Indicative year-one opportunity£15,165
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#02

Technology

AI Engineer

Benchmark · £675/day

74/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

38%Automate
47%Augment
15%Human-critical
Indicative year-one opportunity£21,215
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#03

Technology

Product Manager

Benchmark · £700/day

73/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

32%Automate
50%Augment
18%Human-critical
Indicative year-one opportunity£17,640
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#04

Technology

Technical Product Manager

Benchmark · £725/day

74/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

39%Automate
46%Augment
15%Human-critical
Indicative year-one opportunity£24,103
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#05

Technology

QA Engineer

Benchmark · £650/day

72/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

33%Automate
49%Augment
18%Human-critical
Indicative year-one opportunity£16,595
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#06

Technology

DevOps Engineer

Benchmark · £675/day

74/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

40%Automate
46%Augment
14%Human-critical
Indicative year-one opportunity£22,700
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#07

Technology

Data Analyst

Benchmark · £700/day

73/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

34%Automate
49%Augment
17%Human-critical
Indicative year-one opportunity£19,180
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#08

Technology

Data Engineer

Benchmark · £725/day

74/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

41%Automate
45%Augment
14%Human-critical
Indicative year-one opportunity£25,697
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#09

Technology

UX Designer

Benchmark · £650/day

73/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

35%Automate
48%Augment
17%Human-critical
Indicative year-one opportunity£18,025
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#10

Technology

Scrum Master

Benchmark · £675/day

74/100
AI Opportunity

AI can compress research, delivery, testing and documentation while keeping architecture and accountability human-led.

42%Automate
45%Augment
13%Human-critical
Indicative year-one opportunity£24,185
Research AgentDelivery AgentQA AgentDocumentation Agent+2
View analysis
#11

Finance

Financial Analyst

Benchmark · £575/day

72/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

45%Automate
39%Augment
16%Human-critical
Indicative year-one opportunity£21,463
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#12

Finance

Accountant

Benchmark · £600/day

72/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

52%Automate
35%Augment
13%Human-critical
Indicative year-one opportunity£27,320
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#13

Finance

Management Accountant

Benchmark · £625/day

71/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

46%Automate
38%Augment
16%Human-critical
Indicative year-one opportunity£24,625
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#14

Finance

Investment Analyst

Benchmark · £650/day

73/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

53%Automate
35%Augment
12%Human-critical
Indicative year-one opportunity£30,895
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#15

Finance

Compliance Analyst

Benchmark · £575/day

72/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

47%Automate
38%Augment
15%Human-critical
Indicative year-one opportunity£22,728
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#16

Finance

Credit Analyst

Benchmark · £600/day

73/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

54%Automate
34%Augment
12%Human-critical
Indicative year-one opportunity£28,640
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#17

Finance

Risk Manager

Benchmark · £625/day

72/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

48%Automate
37%Augment
15%Human-critical
Indicative year-one opportunity£26,000
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#18

Finance

FP&A Manager

Benchmark · £650/day

71/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

42%Automate
40%Augment
18%Human-critical
Indicative year-one opportunity£23,030
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#19

Finance

Accounts Payable Specialist

Benchmark · £575/day

72/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

49%Automate
37%Augment
14%Human-critical
Indicative year-one opportunity£23,993
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#20

Finance

Finance Director

Benchmark · £600/day

71/100
AI Opportunity

The strongest gains sit in data preparation, reconciliation, reporting and controls, with material judgement remaining human-owned.

43%Automate
40%Augment
17%Human-critical
Indicative year-one opportunity£21,380
Data AgentReconciliation AgentReporting AgentRisk Agent+2
View analysis
#21

Legal

Solicitor

Benchmark · £600/day

70/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

39%Automate
41%Augment
20%Human-critical
Indicative year-one opportunity£18,740
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#22

Legal

Paralegal

Benchmark · £625/day

68/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

33%Automate
44%Augment
23%Human-critical
Indicative year-one opportunity£15,688
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#23

Legal

Legal Counsel

Benchmark · £650/day

70/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

40%Automate
41%Augment
19%Human-critical
Indicative year-one opportunity£21,600
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#24

Legal

Contract Manager

Benchmark · £675/day

69/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

34%Automate
44%Augment
22%Human-critical
Indicative year-one opportunity£18,245
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#25

Legal

Compliance Officer

Benchmark · £600/day

70/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

41%Automate
40%Augment
19%Human-critical
Indicative year-one opportunity£20,060
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#26

Legal

Legal Researcher

Benchmark · £625/day

69/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

35%Automate
43%Augment
22%Human-critical
Indicative year-one opportunity£17,063
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#27

Legal

Conveyancer

Benchmark · £650/day

71/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

42%Automate
40%Augment
18%Human-critical
Indicative year-one opportunity£23,030
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#28

Legal

Claims Handler

Benchmark · £675/day

69/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

36%Automate
43%Augment
21%Human-critical
Indicative year-one opportunity£19,730
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#29

Legal

Data Protection Officer

Benchmark · £600/day

70/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

43%Automate
39%Augment
18%Human-critical
Indicative year-one opportunity£21,380
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#30

Legal

Legal Operations Manager

Benchmark · £625/day

69/100
AI Opportunity

Research, drafting and document review are highly augmentable; legal accountability and nuanced advice remain human-critical.

37%Automate
42%Augment
21%Human-critical
Indicative year-one opportunity£18,438
Research AgentContract AgentEvidence AgentCompliance Agent+2
View analysis
#31

Marketing

Marketing Manager

Benchmark · £475/day

76/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

55%Automate
37%Augment
8%Human-critical
Indicative year-one opportunity£21,738
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#32

Marketing

SEO Specialist

Benchmark · £500/day

75/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

49%Automate
40%Augment
11%Human-critical
Indicative year-one opportunity£19,950
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#33

Marketing

Content Writer

Benchmark · £525/day

76/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

56%Automate
36%Augment
8%Human-critical
Indicative year-one opportunity£25,340
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#34

Marketing

Social Media Manager

Benchmark · £550/day

74/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

50%Automate
39%Augment
11%Human-critical
Indicative year-one opportunity£23,250
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#35

Marketing

PPC Specialist

Benchmark · £475/day

75/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

57%Automate
35%Augment
8%Human-critical
Indicative year-one opportunity£22,782
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#36

Marketing

Brand Manager

Benchmark · £500/day

75/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

51%Automate
39%Augment
10%Human-critical
Indicative year-one opportunity£21,050
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#37

Marketing

Email Marketing Manager

Benchmark · £525/day

75/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

58%Automate
34%Augment
8%Human-critical
Indicative year-one opportunity£26,495
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#38

Marketing

Market Research Analyst

Benchmark · £550/day

75/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

52%Automate
38%Augment
10%Human-critical
Indicative year-one opportunity£24,460
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#39

Marketing

Copywriter

Benchmark · £475/day

74/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

46%Automate
41%Augment
13%Human-critical
Indicative year-one opportunity£17,035
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#40

Marketing

Growth Manager

Benchmark · £500/day

75/100
AI Opportunity

Content operations, research, campaign iteration and analytics can be accelerated substantially with a human creative owner.

53%Automate
38%Augment
9%Human-critical
Indicative year-one opportunity£22,150
Research AgentContent AgentCampaign AgentSEO Agent+2
View analysis
#41

Sales

SDR

Benchmark · £500/day

72/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

47%Automate
38%Augment
15%Human-critical
Indicative year-one opportunity£18,850
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#42

Sales

BDR

Benchmark · £525/day

71/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

41%Automate
41%Augment
18%Human-critical
Indicative year-one opportunity£16,678
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#43

Sales

Account Executive

Benchmark · £550/day

70/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

35%Automate
44%Augment
21%Human-critical
Indicative year-one opportunity£14,175
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#44

Sales

Account Manager

Benchmark · £575/day

71/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

42%Automate
41%Augment
17%Human-critical
Indicative year-one opportunity£19,565
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#45

Sales

Sales Operations Manager

Benchmark · £500/day

70/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

36%Automate
44%Augment
20%Human-critical
Indicative year-one opportunity£12,800
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#46

Sales

Sales Director

Benchmark · £525/day

71/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

43%Automate
40%Augment
17%Human-critical
Indicative year-one opportunity£17,833
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#47

Sales

Solutions Consultant

Benchmark · £550/day

70/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

37%Automate
43%Augment
20%Human-critical
Indicative year-one opportunity£15,385
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#48

Sales

Customer Success Manager

Benchmark · £575/day

72/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

44%Automate
40%Augment
16%Human-critical
Indicative year-one opportunity£20,830
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#49

Sales

Sales Analyst

Benchmark · £500/day

71/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

38%Automate
43%Augment
19%Human-critical
Indicative year-one opportunity£13,900
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#50

Sales

Partnership Manager

Benchmark · £525/day

72/100
AI Opportunity

AI can handle research, CRM admin, follow-up and proposal preparation while humans retain trust, negotiation and closing.

45%Automate
39%Augment
16%Human-critical
Indicative year-one opportunity£18,988
Prospecting AgentAccount Research AgentFollow-up AgentCRM Agent+2
View analysis
#51

HR & Recruitment

Recruiter

Benchmark · £450/day

69/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

45%Automate
36%Augment
19%Human-critical
Indicative year-one opportunity£15,275
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#52

HR & Recruitment

Talent Acquisition Manager

Benchmark · £475/day

71/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

52%Automate
33%Augment
15%Human-critical
Indicative year-one opportunity£20,170
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#53

HR & Recruitment

HR Business Partner

Benchmark · £500/day

70/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

46%Automate
36%Augment
18%Human-critical
Indicative year-one opportunity£18,300
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#54

HR & Recruitment

HR Administrator

Benchmark · £525/day

71/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

53%Automate
32%Augment
15%Human-critical
Indicative year-one opportunity£23,608
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#55

HR & Recruitment

Learning & Development Manager

Benchmark · £450/day

70/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

47%Automate
35%Augment
18%Human-critical
Indicative year-one opportunity£16,265
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#56

HR & Recruitment

Payroll Specialist

Benchmark · £475/day

71/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

54%Automate
32%Augment
14%Human-critical
Indicative year-one opportunity£21,215
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#57

HR & Recruitment

People Analyst

Benchmark · £500/day

70/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

48%Automate
35%Augment
17%Human-critical
Indicative year-one opportunity£19,400
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#58

HR & Recruitment

Compensation Analyst

Benchmark · £525/day

71/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

55%Automate
31%Augment
14%Human-critical
Indicative year-one opportunity£24,763
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#59

HR & Recruitment

Employee Experience Manager

Benchmark · £450/day

70/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

49%Automate
34%Augment
17%Human-critical
Indicative year-one opportunity£17,255
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#60

HR & Recruitment

HR Director

Benchmark · £475/day

69/100
AI Opportunity

Sourcing, screening, policy lookup and admin are strong candidates for AI, while people decisions remain human-led.

43%Automate
37%Augment
20%Human-critical
Indicative year-one opportunity£15,468
Sourcing AgentScreening AgentInterview AgentPeople Ops Agent+2
View analysis
#61

Healthcare

GP Practice Administrator

Benchmark · £500/day

62/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

28%Automate
40%Augment
32%Human-critical
Indicative year-one opportunity£8,400
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#62

Healthcare

Medical Secretary

Benchmark · £525/day

63/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

35%Automate
36%Augment
29%Human-critical
Indicative year-one opportunity£13,213
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#63

Healthcare

Clinical Research Coordinator

Benchmark · £550/day

62/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

29%Automate
39%Augment
32%Human-critical
Indicative year-one opportunity£10,545
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#64

Healthcare

Healthcare Data Analyst

Benchmark · £575/day

61/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

23%Automate
42%Augment
35%Human-critical
Indicative year-one opportunity£7,548
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#65

Healthcare

Medical Coder

Benchmark · £500/day

63/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

30%Automate
39%Augment
31%Human-critical
Indicative year-one opportunity£9,500
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#66

Healthcare

Pharmacy Technician

Benchmark · £525/day

62/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

24%Automate
42%Augment
34%Human-critical
Indicative year-one opportunity£6,860
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#67

Healthcare

Care Coordinator

Benchmark · £550/day

63/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

31%Automate
38%Augment
31%Human-critical
Indicative year-one opportunity£11,755
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#68

Healthcare

Hospital Operations Manager

Benchmark · £575/day

61/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

25%Automate
41%Augment
34%Human-critical
Indicative year-one opportunity£8,813
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#69

Healthcare

Clinical Documentation Specialist

Benchmark · £500/day

63/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

32%Automate
38%Augment
30%Human-critical
Indicative year-one opportunity£10,600
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#70

Healthcare

Healthcare Recruiter

Benchmark · £525/day

62/100
AI Opportunity

Administrative and documentation work has meaningful AI potential, but clinical judgement and patient responsibility require human control.

26%Automate
41%Augment
33%Human-critical
Indicative year-one opportunity£8,015
Documentation AgentScheduling AgentCoding AgentResearch Agent+2
View analysis
#71

Operations & Supply Chain

Operations Manager

Benchmark · £525/day

71/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

46%Automate
38%Augment
16%Human-critical
Indicative year-one opportunity£19,565
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#72

Operations & Supply Chain

Project Manager

Benchmark · £550/day

70/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

40%Automate
41%Augment
19%Human-critical
Indicative year-one opportunity£17,200
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#73

Operations & Supply Chain

Programme Manager

Benchmark · £575/day

72/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

47%Automate
38%Augment
15%Human-critical
Indicative year-one opportunity£22,728
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#74

Operations & Supply Chain

Procurement Manager

Benchmark · £600/day

71/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

41%Automate
41%Augment
18%Human-critical
Indicative year-one opportunity£20,060
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#75

Operations & Supply Chain

Supply Chain Analyst

Benchmark · £525/day

72/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

48%Automate
37%Augment
15%Human-critical
Indicative year-one opportunity£20,720
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#76

Operations & Supply Chain

Logistics Coordinator

Benchmark · £550/day

71/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

42%Automate
40%Augment
18%Human-critical
Indicative year-one opportunity£18,410
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#77

Operations & Supply Chain

Inventory Planner

Benchmark · £575/day

72/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

49%Automate
37%Augment
14%Human-critical
Indicative year-one opportunity£23,993
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#78

Operations & Supply Chain

Business Analyst

Benchmark · £600/day

71/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

43%Automate
40%Augment
17%Human-critical
Indicative year-one opportunity£21,380
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#79

Operations & Supply Chain

PMO Analyst

Benchmark · £525/day

72/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

50%Automate
36%Augment
14%Human-critical
Indicative year-one opportunity£21,875
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#80

Operations & Supply Chain

Process Improvement Manager

Benchmark · £550/day

71/100
AI Opportunity

Planning, reporting, monitoring and workflow coordination can be automated or augmented across complex operations.

44%Automate
39%Augment
17%Human-critical
Indicative year-one opportunity£19,620
Planning AgentReporting AgentProcurement AgentRisk Agent+2
View analysis
#81

Media & Creative

Journalist

Benchmark · £450/day

76/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

47%Automate
43%Augment
10%Human-critical
Indicative year-one opportunity£16,265
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#82

Media & Creative

Video Editor

Benchmark · £475/day

75/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

41%Automate
46%Augment
13%Human-critical
Indicative year-one opportunity£14,423
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#83

Media & Creative

Graphic Designer

Benchmark · £500/day

76/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

48%Automate
42%Augment
10%Human-critical
Indicative year-one opportunity£19,400
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#84

Media & Creative

Producer

Benchmark · £525/day

74/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

42%Automate
45%Augment
13%Human-critical
Indicative year-one opportunity£17,255
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#85

Media & Creative

Podcast Producer

Benchmark · £450/day

73/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

36%Automate
48%Augment
16%Human-critical
Indicative year-one opportunity£10,820
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#86

Media & Creative

Photographer

Benchmark · £475/day

75/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

43%Automate
45%Augment
12%Human-critical
Indicative year-one opportunity£15,468
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#87

Media & Creative

Creative Director

Benchmark · £500/day

74/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

37%Automate
48%Augment
15%Human-critical
Indicative year-one opportunity£13,350
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#88

Media & Creative

Researcher

Benchmark · £525/day

75/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

44%Automate
44%Augment
12%Human-critical
Indicative year-one opportunity£18,410
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#89

Media & Creative

Community Manager

Benchmark · £450/day

74/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

38%Automate
47%Augment
15%Human-critical
Indicative year-one opportunity£11,810
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#90

Media & Creative

Content Strategist

Benchmark · £475/day

75/100
AI Opportunity

Research, editing, repurposing and distribution can move faster with AI while taste and editorial responsibility stay human.

45%Automate
44%Augment
11%Human-critical
Indicative year-one opportunity£16,513
Research AgentDrafting AgentProduction AgentEditing Agent+2
View analysis
#91

Property & Professional Services

Estate Agent

Benchmark · £550/day

67/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

29%Automate
45%Augment
26%Human-critical
Indicative year-one opportunity£10,545
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#92

Property & Professional Services

Property Manager

Benchmark · £575/day

68/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

36%Automate
41%Augment
23%Human-critical
Indicative year-one opportunity£15,770
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#93

Property & Professional Services

Mortgage Adviser

Benchmark · £600/day

67/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

30%Automate
44%Augment
26%Human-critical
Indicative year-one opportunity£12,800
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#94

Property & Professional Services

Management Consultant

Benchmark · £625/day

68/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

37%Automate
41%Augment
22%Human-critical
Indicative year-one opportunity£18,438
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#95

Property & Professional Services

Business Consultant

Benchmark · £550/day

67/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

31%Automate
44%Augment
25%Human-critical
Indicative year-one opportunity£11,755
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#96

Property & Professional Services

Architect

Benchmark · £575/day

68/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

38%Automate
40%Augment
22%Human-critical
Indicative year-one opportunity£17,035
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#97

Property & Professional Services

Quantity Surveyor

Benchmark · £600/day

67/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

32%Automate
43%Augment
25%Human-critical
Indicative year-one opportunity£14,120
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#98

Property & Professional Services

Insurance Broker

Benchmark · £625/day

69/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

39%Automate
40%Augment
21%Human-critical
Indicative year-one opportunity£19,813
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#99

Property & Professional Services

Customer Service Adviser

Benchmark · £550/day

68/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

33%Automate
43%Augment
24%Human-critical
Indicative year-one opportunity£12,965
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis
#100

Property & Professional Services

Executive Assistant

Benchmark · £575/day

69/100
AI Opportunity

AI can accelerate research, documentation, scheduling and analysis while client trust and professional judgement remain central.

40%Automate
39%Augment
21%Human-critical
Indicative year-one opportunity£18,300
Research AgentClient AgentDocument AgentScheduling Agent+2
View analysis

JobAI × CVAI

JobAI diagnoses. CVAI implements.

JobAI is the public intelligence layer. CVAI turns the report into working agents, integrations and operating change.