Each one shares real tasks with your job and sits in a better position against AI: less of the work already automated, or something structural protecting it that your job does not have. The shared tasks are quoted underneath, in both jobs' own words, so you can judge the match rather than trust a score.
Geologist
A STEP UPGeography and Earth Sciences · a different field · from £28,000 - £35,000
15AI EXPOSURE TODAY
6 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (15 against your 28 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Prepare reports and presentations to communicate findings and recommendations.THIS JOB Prepare technical reports and presentations to communicate findings.shared: prepare, report, present, communicate, find
- YOUR JOB Engage with the community to address public concerns regarding traffic issues.THIS JOB Participate in community outreach to educate the public on geological issues.shared: community, public, issu
- YOUR JOB Conduct traffic studies to assess flow patterns and identify congestion issues.THIS JOB Conduct field studies to collect rock, soil, and water samples for analysis.shared: conduct, stud
Hydrologist
A STEP UPGeography and Earth Sciences · a different field · from £28,000 - £34,000
15AI EXPOSURE TODAY
6 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (15 against your 28 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Prepare reports and presentations to communicate findings and recommendations.THIS JOB Prepare comprehensive reports and presentations to communicate findings to non-technical audiences.shared: prepare, report, present, communicate, find
- YOUR JOB Conduct traffic studies to assess flow patterns and identify congestion issues.THIS JOB Conduct field studies to collect water samples and measure hydrological parameters.shared: conduct, stud
- YOUR JOB Collaborate with local authorities and stakeholders on transportation planning projects.THIS JOB Collaborate with environmental agencies and stakeholders to inform policy and management decisions.shared: collaborate, stakehold
Transport Planner
A STEP UPTransport & Logistics · a different field · from £28,000 - £35,000
12AI EXPOSURE TODAY
5 of your tasks carry across. AI exposure today is 16 points lower for this work than for yours (12 against your 28 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Collaborate with local authorities and stakeholders on transportation planning projects.THIS JOB Collaborate with local authorities, stakeholders, and communities to gather insights and feedback on transport projects.shared: collaborate, local, authorit, stakehold, transport, project
- YOUR JOB Prepare reports and presentations to communicate findings and recommendations.THIS JOB Prepare detailed reports and presentations to communicate findings and recommendations to decision-makers.shared: prepare, report, present, communicate, find, recommend
- YOUR JOB Stay updated on transportation regulations and best practices.THIS JOB Stay updated on national and local transport policies, regulations, and best practices.shared: stay, updated, transport, regul, best, practic
Climate Resilience Planner
A STEP UPGeography and Earth Sciences · a different field · from £30,000 - £36,000
15AI EXPOSURE TODAY
5 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (15 against your 28 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Prepare reports and presentations to communicate findings and recommendations.THIS JOB Prepare comprehensive reports and presentations to communicate findings and strategies.shared: prepare, report, present, communicate, find
- YOUR JOB Monitor and evaluate the effectiveness of implemented traffic solutions.THIS JOB Monitor and evaluate the effectiveness of implemented resilience measures.shared: monitor, evaluate, effectivenes, implemented
- YOUR JOB Stay updated on transportation regulations and best practices.THIS JOB Stay updated on emerging climate policies, technologies, and best practices.shared: stay, updated, best, practic
Geological Surveyor
A STEP UPGeography and Earth Sciences · a different field · from £28,000 - £34,000
15AI EXPOSURE TODAY
5 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (15 against your 28 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Prepare reports and presentations to communicate findings and recommendations.THIS JOB Prepare detailed reports and presentations on findings for stakeholders, including government agencies and private companies.shared: prepare, report, present, find
- YOUR JOB Collaborate with local authorities and stakeholders on transportation planning projects.THIS JOB Collaborate with engineers, environmental scientists, and urban planners to inform project development.shared: collaborate, plann, project
- YOUR JOB Conduct traffic studies to assess flow patterns and identify congestion issues.THIS JOB Analyze geological maps, reports, and data to identify mineral resources and assess land suitability.shared: asses, identify
Heritage Conservation Officer
A STEP UPGeography and Earth Sciences · a different field · from £24,000 - £32,000
15AI EXPOSURE TODAY
5 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (15 against your 28 on our index). The entry difficulty today for a new entrant is A - easy; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Collaborate with local authorities and stakeholders on transportation planning projects.THIS JOB Develop and implement conservation management plans in collaboration with local authorities and stakeholders.shared: local, authorit, stakehold
- YOUR JOB Engage with the community to address public concerns regarding traffic issues.THIS JOB Engage with the community through outreach programs, workshops, and public consultations to raise awareness about heritage conservation.shared: engage, community, public
- YOUR JOB Prepare reports and presentations to communicate findings and recommendations.THIS JOB Prepare detailed documentation and reports for funding applications and grant proposals to secure financial support for conservation projects.shared: prepare, report
Public Health Officer
A STEP UPSubjects Allied to Medicine · a different field · from £26,000 - £31,000
15AI EXPOSURE TODAY
5 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (15 against your 28 on our index). The entry difficulty today for a new entrant is A - easy; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Collaborate with local authorities and stakeholders on transportation planning projects.THIS JOB Collaborate with local authorities, healthcare providers, and community organizations.shared: collaborate, local, authorit
- YOUR JOB Prepare reports and presentations to communicate findings and recommendations.THIS JOB Prepare reports and presentations for stakeholders and the public.shared: prepare, report, present
- YOUR JOB Monitor and evaluate the effectiveness of implemented traffic solutions.THIS JOB Monitor and evaluate the effectiveness of health interventions and initiatives.shared: monitor, evaluate, effectivenes
Community Development Officer
A STEP UPPublic Services & Government · a different field · from £24,000 - £32,000
20AI EXPOSURE TODAY
5 of your tasks carry across. AI exposure today is 8 points lower for this work than for yours (20 against your 28 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Prepare reports and presentations to communicate findings and recommendations.THIS JOB Prepare reports and presentations to communicate findings and recommendations.shared: prepare, report, present, communicate, find, recommend
- YOUR JOB Collaborate with local authorities and stakeholders on transportation planning projects.THIS JOB Collaborate with local organizations, councils, and stakeholders to leverage resources.shared: collaborate, local, stakehold
- YOUR JOB Conduct traffic studies to assess flow patterns and identify congestion issues.THIS JOB Conduct community needs assessments to identify priority areas for development.shared: conduct, identify
Matches come from both careers' own published task lists, not from a similarity score we ask you to trust. A move being listed does not mean an employer will agree: it means the work overlaps and the measurement is better. Retraining routes, if you decide you want one, are on the switch page.