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Electronic/Electrical Engineering
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Abaco Systems
2
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1
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2
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7
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8
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1
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1
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1
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5
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1
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9
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7
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4
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4
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1
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5
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2
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10
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7
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5
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3
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3
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6
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3
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2
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44
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2
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4
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2
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3
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2
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7
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7
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3
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1
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1
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5
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6
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1
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Electronic/Electrical disciplines
157
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546
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Electronic/Electrical
New
Graduate Analyst Intake 2024
Project Management, Analytics, Data, Statistics.
Salary:
£33,000
Location:
Birmingham (Hybrid)
Degree required:
2:1 and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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Trusted advice, hands-on implementation. QR_ provides Product Data management consultancy services and automation.
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New
Graduate Analyst Intake 2024
Project Management, Analytics, Data, Statistics.
Salary:
£33,000
Location:
Derby (Hybrid)
Degree required:
2:1 and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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Shortlisted
Trusted advice, hands-on implementation. QR_ provides Product Data management consultancy services and automation.
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New
Operations Management Graduate
Project Management, Supply Chain.
Salary:
£29,700
Location:
London
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Starting:
September 2024
Deadline: Today
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Veolia is a UK leader in resource management, providing a comprehensive range of waste, water and energy management services.
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Graduate Consultant Intake 2024
Automotive, Analytics, Aerospace.
Salary:
£38,400
Location:
London
Degree required:
2:1 and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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Trusted advice, hands-on implementation. QR_ provides Product Data management consultancy services and automation.
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New
Product Designer Internship
Product Design, Manufacturing.
Salary:
£23,000
Location:
Ripley (East Midlands)
Degree required:
2:1 and above (expected)
Job type:
Placement / Internship
Duration:
1 Year
Deadline: Today
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Shortlisted
At Genuit Group we help create a better, more sustainable built environment, by developing and producing sustainable solutions.
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Engineer - Applied Science
Maths, Physics, Software, Mechanical.
Salary:
Competitive
Location:
Dalgety Bay (Scotland)
Degree required:
Master's and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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We optimise the design and performance of structures, materials and systems for projects of every size and level of complexity.
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Graduate Engineer
Chemical, Civil, Environmental, Mechanical.
Salary:
Competitive
Location:
Monmouth (South Wales)
Degree required:
All grades
Job type:
Graduate Opportunity
Deadline: April 28th, 2024
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We want you to benefit from interesting and rewarding work that enables you to learn and continually progress in your career.
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New
Graduate Engineer
Environment, Energy, Mechanical, Building.
Salary:
£30,450
Location:
Horsham (West Sussex)
Degree required:
2:2 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Starting:
September 2024
Deadline: April 30th, 2024
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Veolia is a UK leader in resource management, providing a comprehensive range of waste, water and energy management services.
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New
AI Tax Technology and Transformation Summer Internship
Software, Computer Science, Maths, Data Science, AI.
Salary:
Competitive
Location:
Birmingham, Leeds and London
Degree required:
All grades
Job type:
Placement / Internship
Duration:
6 weeks
Deadline:
Ongoing
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Shortlisted
As a professional services firm, EY helps organisations make better decisions about business, finance and technology.
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New
Summer Internships with PwC - Summer 2024
Audit, Business, Finance, Economics, Analytics.
Salary:
Competitive
Location:
Multiple UK Locations
Degree required:
All grades
Job type:
Placement / Internship (Hiring multiple candidates)
Duration:
Summer
Starting:
September 2024
Deadline:
Ongoing
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One of the world’s leading professional services organisations, PwC specialises in audit and assurance, tax and consulting.
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New
Chemist III
Chemistry, Chemical.
Salary:
Competitive
Location:
Royston (Herts)
Degree required:
All grades
Job type:
Graduate Opportunity
Deadline:
May 30th, 2024
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Johnson Matthey is a speciality chemicals company which develops a wide range of products and technologies.
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New
2024 Graduate Mechanical Engineer
Mechanical, Mechatronics.
Salary:
Competitive
Location:
Manchester
Degree required:
2:1 and above
Job type:
Graduate Opportunity
Starting:
September 2024
Deadline:
Ongoing
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Shortlisted
Engineering consultancy, Hoare Lea, provides innovative solutions to engineering and design challenges for buildings.
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Computer Scientist
Computer Science, Software, Data Science.
Salary:
6,194 and 6,808 Swiss Francs per month (net of tax)
Location:
Geneva (Switzerland)
Degree required:
Master's and above
Job type:
Graduate Opportunity
Starting:
July 2024
Deadline:
Ongoing
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Shortlisted
At CERN, the European Organization for Nuclear Research, physicists and engineers are studying the structure of the universe.
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New
Trainee Accountant (Level 7 Apprenticeship)
Master’s – Requires a Bachelor’s in a relevant subject
Salary:
Competitive
Location:
Swindon (Wiltshire)
Degree required:
All grades
Job type:
Graduate Opportunity
Starting:
September 2024
Deadline:
May 20th, 2024
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Shortlisted
RWE Offshore Wind owns and operates offshore wind turbines throughout Europe representing a total of 3.3 Gigawatts.
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New
BDO Audit Graduate Programme - South West
Finance, Maths, Analytics, Business, Accountancy.
Salary:
£26,500
Location:
Bristol
Degree required:
2:2 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
May 31st, 2024
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Shortlisted
BDO provides tax, audit and assurance, advisory and business outsourcing services to companies across all sectors of the economy.
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New
BDO Tax Graduate Programme - South West
Finance, Maths, Analytics, Business, Accountancy.
Salary:
£26,500
Location:
Bristol
Degree required:
2:2 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
May 31st, 2024
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Shortlisted
BDO provides tax, audit and assurance, advisory and business outsourcing services to companies across all sectors of the economy.
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New
BDO Tax Graduate Programme - South East
Finance, Maths, Analytics, Business, Accountancy.
Salary:
£26,000 - £30,500
Location:
Southampton
Degree required:
2:2 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
May 31st, 2024
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Shortlisted
BDO provides tax, audit and assurance, advisory and business outsourcing services to companies across all sectors of the economy.
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New
BDO Audit Graduate Programme - South East
Finance, Maths, Analytics, Business, Accountancy.
Salary:
£26,500
Location:
Southampton
Degree required:
2:2 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
May 31st, 2024
Add to your shortlist
Shortlisted
BDO provides tax, audit and assurance, advisory and business outsourcing services to companies across all sectors of the economy.
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New
2024 Summer Internship Programme
Finance, Accountancy, Analytics, Business, Economics.
Salary:
Competitive
Location:
Reading
Degree required:
2:2 and above (expected)
Job type:
Placement / Internship (Hiring multiple candidates)
Duration:
6 weeks
Starting:
July 2024
Deadline:
May 31st, 2024
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Shortlisted
BDO provides tax, audit and assurance, advisory and business outsourcing services to companies across all sectors of the economy.
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New
Industrial Placement Programme
Business, Finance, Accountancy.
Salary:
£23,750 - £27,450
Location:
Edinburgh, Bristol and Reading
Degree required:
2:2 and above (expected)
Job type:
Placement / Internship (Hiring multiple candidates)
Duration:
12 months
Starting:
September 2024
Deadline:
May 31st, 2024
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Shortlisted
BDO provides tax, audit and assurance, advisory and business outsourcing services to companies across all sectors of the economy.
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New
BDO Audit Graduate Programme - Scotland
Finance, Maths, Analytics, Business, Accountancy.
Salary:
£26,000
Location:
Glasgow
Degree required:
2:2 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
May 31st, 2024
Add to your shortlist
Shortlisted
BDO provides tax, audit and assurance, advisory and business outsourcing services to companies across all sectors of the economy.
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2024 Graduate Development Programme – Earth & Environment
Environmental, Geology, Water, Sustainability.
Salary:
Competitive
Location:
Multiple UK Locations
Degree required:
2:2 and above
Job type:
Graduate Opportunity
Starting:
April 2024
Deadline: April 30th, 2024
Add to your shortlist
Shortlisted
One of the world’s leading professional services firms, WSP provides engineering and design services to multiple sectors.
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2024 Graduate Development Programme – Transport & Infrastructure
Infrastructure, Project Management, Structural, Cyber Security.
Salary:
Competitive
Location:
Multiple UK Locations
Degree required:
2:2 and above
Job type:
Graduate Opportunity
Deadline: April 30th, 2024
Add to your shortlist
Shortlisted
One of the world’s leading professional services firms, WSP provides engineering and design services to multiple sectors.
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2024 Graduate Development Programme – Planning, Communities & Transport
Construction, Project Management, Sustainability.
Salary:
Competitive
Location:
Multiple UK Locations
Degree required:
2:2 and above
Job type:
Graduate Opportunity
Deadline: April 30th, 2024
Add to your shortlist
Shortlisted
One of the world’s leading professional services firms, WSP provides engineering and design services to multiple sectors.
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2024 Graduate Development Programme – Property & Buildings and Industry
Building Services, Structural, Civil.
Salary:
Competitive
Location:
Multiple UK Locations
Degree required:
2:2 and above
Job type:
Graduate Opportunity
Starting:
April 2024
Deadline: April 30th, 2024
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Shortlisted
One of the world’s leading professional services firms, WSP provides engineering and design services to multiple sectors.
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Entry Level Systems Engineer - Underwater Systems
Software, Computer Science, Cyber Security, Systems.
Salary:
Competitive
Location:
Cheadle (Cheshire)
Degree required:
All grades
Job type:
Graduate Opportunity
Starting:
September 2024
Deadline:
Ongoing
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Shortlisted
Global technology leader, Thales, delivers solutions and equipment that protect individuals and nations.
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Systems Engineer
Systems, Software, Computing.
Salary:
Competitive
Location:
Malvern Hills (Worcestershire)
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
Ongoing
Add to your shortlist
Shortlisted
QinetiQ provides world-class advice, services and innovative technologies to defence, security and aerospace clients.
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Production Engineer Undergraduate Internship
Supply Chain, Manufacturing.
Salary:
Competitive
Location:
Falmouth (Cornwall)
Degree required:
All grades
Job type:
Placement / Internship
Duration:
12 months
Deadline:
Ongoing
Add to your shortlist
Shortlisted
Fugro uses the power of Geo-data to unlock the secrets of Earth. From surface to subsurface, natural to built environment.
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New
Nuclear Graduate Engineer
Physics, Energy, Nuclear.
Salary:
£33,000 + £2,000 joining bonus
Location:
Various locations
Degree required:
2:1 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Starting:
September 2024
Deadline:
Ongoing
Add to your shortlist
Shortlisted
Frazer-Nash Consultancy is a leading systems and engineering technology company which contributes to national security.
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New
Graduate Java Developer
Computing, Software, IT, Web Development.
Salary:
Competitive
Location:
London (Hybrid)
Degree required:
2:1 and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
Add to your shortlist
Shortlisted
Reply is a leading Technology Consulting, Systems Integration and Application Management company.
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Technology Risk Graduate Programme
Business, Economics, Finance, Analytics.
Salary:
Competitive
Location:
Glasgow and Newcastle
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
Ongoing
Add to your shortlist
Shortlisted
As a professional services firm, EY helps organisations make better decisions about business, finance and technology.
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New
Level up with WTW
Virtual two-day insight event: 11th - 12th June 2024
Salary:
n/a
Location:
Remote
Degree required:
2:1 and above (expected)
Job type:
Insight Event (Hiring multiple candidates)
Duration:
Virtual two-day insight event: 11th - 12th June 2024
Starting:
June 2024
Deadline:
May 24th, 2024
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Shortlisted
At WTW, we provide data-driven, insight-led solutions in the areas of people, risk and capital. Serving 140 countries and markets.
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Fracture Mechanics Engineer
Materials, Mechanical, Aeronautical.
Salary:
Competitive
Location:
London
Degree required:
All grades
Job type:
Graduate Opportunity
Deadline:
May 8th, 2024
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Shortlisted
Subsea7 is a global leader in the delivery of offshore projects and services for the evolving energy industry.
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Assurance Graduate Programme - September 2024
Finance, Business, Analytics, Accountancy.
Salary:
Competitive
Location:
Various locations
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Starting:
September 2024
Deadline:
Ongoing
Add to your shortlist
Shortlisted
As a professional services firm, EY helps organisations make better decisions about business, finance and technology.
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Assurance Summer Internships
Finance, Business, Analytics, Accountancy.
Salary:
Competitive
Location:
Various locations
Degree required:
All grades
Job type:
Placement / Internship
Duration:
4 weeks
Deadline:
Ongoing
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Shortlisted
As a professional services firm, EY helps organisations make better decisions about business, finance and technology.
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New
Actuarial Graduate Programmes
Finance, Business, Analytics, Accountancy.
Salary:
Competitive
Location:
Various locations
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
Ongoing
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Shortlisted
As a professional services firm, EY helps organisations make better decisions about business, finance and technology.
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New
People Advisory Services — Mobility and Reward Graduate Programme
Finance, Business, Analytics, Accountancy.
Salary:
Competitive
Location:
Aberdeen and Edinburgh
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
Ongoing
Add to your shortlist
Shortlisted
As a professional services firm, EY helps organisations make better decisions about business, finance and technology.
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New
Technology Risk Summer Internship
Computer Science, IT, Software, Data Science.
Salary:
Competitive
Location:
Edinburgh
Degree required:
All grades
Job type:
Placement / Internship
Duration:
4 weeks
Deadline:
Ongoing
Add to your shortlist
Shortlisted
As a professional services firm, EY helps organisations make better decisions about business, finance and technology.
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Mechanical Engineering Graduate Scheme
Mechanical, Mechatronics, Environment, Nuclear.
Salary:
£29,000 - £32,750
Location:
Various locations
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
July 1st, 2024
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Shortlisted
AtkinsRéalis is a world-leading design, engineering and project management organisation. We connect people, data and technology.
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Civil and Structural Engineering Graduate Scheme
Civil, Structural, Infrastructure.
Salary:
£29,000 - £32,750
Location:
Various locations
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
July 1st, 2024
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Shortlisted
AtkinsRéalis is a world-leading design, engineering and project management organisation. We connect people, data and technology.
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New
Software Developer/ Data Scientist
Data Science, Software, Analytics.
Salary:
Competitive
Location:
Stevenage (Hertfordshire), Ashby de la Zouch (Leicestershire), Warrington and Abingdon (Oxfordshire)
Degree required:
PhD
Job type:
Graduate Opportunity
Deadline:
Ongoing
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Shortlisted
Capgemini Engineering helps innovative organisations around the world unleash their R&D potential.
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Airport Planning and Engineering Graduate Scheme
Avionic, Civil, Aerospace.
Salary:
£29,000 - £32,750
Location:
Epsom (Surrey)
Degree required:
2:2 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Deadline:
July 1st, 2024
Add to your shortlist
Shortlisted
AtkinsRéalis is a world-leading design, engineering and project management organisation. We connect people, data and technology.
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Operational Graduates
Manufacturing, Materials, Project Management, Geology.
Salary:
Competitive
Location:
Multiple UK Locations
Degree required:
2:1 and above
Job type:
Graduate Opportunity (Hiring multiple candidates)
Starting:
October 2024
Deadline:
Ongoing
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Brett is an independent producer of sand and gravel, with quarry, marine dredged aggregates and coated road stone operations.
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PhD Vacancy: Nano- and Micro-mechanical testing of fusion steel
Mechanical, Materials Science, Metallurgy.
Salary:
Competitive
Location:
Teddington (London)
Degree required:
2:1 and above
Job type:
Graduate Opportunity
Deadline:
August 29th, 2024
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As the UK's National Measurement Institute, NPL develops and maintains the national primary measurement standards.
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Technology Analyst
Physics, Chemistry, Biology, Material Science.
Salary:
Competitive
Location:
Cambridge (Hybrid)
Degree required:
Master's and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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We provide independent market research, business intelligence and events on emerging technology to clients in over 80 countries.
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Advanced Materials Technology Analyst
Physics, Chemistry, Material Science.
Salary:
Competitive
Location:
Cambridge (Hybrid)
Degree required:
Master's and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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We provide independent market research, business intelligence and events on emerging technology to clients in over 80 countries.
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Telecoms Technology Analyst
Physics, Chemistry, Material Science.
Salary:
Competitive
Location:
London (Hybrid)
Degree required:
Master's and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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We provide independent market research, business intelligence and events on emerging technology to clients in over 80 countries.
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Semiconductor Technology Analyst
Physics, Chemistry, Material Science.
Salary:
Competitive
Location:
Cambridge (Hybrid)
Degree required:
Master's and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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We provide independent market research, business intelligence and events on emerging technology to clients in over 80 countries.
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Account Manager
Data Science, Analytics, Maths, Sustainability.
Salary:
£25,000 - £27,000
Location:
Stratford-upon-Avon (Hybrid)
Degree required:
All grades
Job type:
Graduate Opportunity
Starting:
Immediate Start
Deadline:
Ongoing
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Valpak is the leading provider of environmental compliance, recycling and sustainability solutions.
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New
Robotic Control Engineer
Mechatronics, Mechanical, Robotics.
Salary:
6,212 and 6,828 Swiss Francs per month (net of tax)
Location:
Geneva (Switzerland)
Degree required:
Master's and above
Job type:
Graduate Opportunity
Starting:
September 2024
Deadline:
July 21st, 2024
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At CERN, the European Organization for Nuclear Research, physicists and engineers are studying the structure of the universe.
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2024 UK Graduate Mechanical Engineer Career Path: Wastewater Treatment
Salary:
Competitive
Location:
Brighton
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Starting:
September 2024
Deadline:
Ongoing
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A global engineering, management and development consultancy, Mott MacDonald delivers high-profile projects on every continent.
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Female STEM student summer insights
Wednesday 19 June 2024 10:00 - 13:00
Salary:
n/a
Location:
Remote
Degree required:
All grades
Job type:
Insight Event (Hiring multiple candidates)
Duration:
3 hours
Starting:
June 2024
Deadline:
June 19th, 2024
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A global engineering, management and development consultancy, Mott MacDonald delivers high-profile projects on every continent.
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2024 UK Summer Placement: Civil Engineering - Energy
Civil, Structural, Geotechnical.
Salary:
Competitve
Location:
Brighton, Cardiff and Glasgow
Degree required:
All grades
Job type:
Placement / Internship (Hiring multiple candidates)
Duration:
8-12 weeks
Deadline:
Ongoing
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A global engineering, management and development consultancy, Mott MacDonald delivers high-profile projects on every continent.
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2024 UK Graduate Civil Engineering Career Path: Energy Networks
Civil, Structural.
Salary:
Competitive
Location:
Brighton, Belfast, Cardiff, Glasgow and Altrincham
Degree required:
All grades
Job type:
Graduate Opportunity (Hiring multiple candidates)
Starting:
September 2024
Deadline:
Ongoing
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A global engineering, management and development consultancy, Mott MacDonald delivers high-profile projects on every continent.
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Ark Trainee Talks: Introduction to Teaching
Monday 13th May at 4pm – 5pm
Salary:
Not applicable
Location:
Remote
Degree required:
All grades
Job type:
Insight Event (Hiring multiple candidates)
Duration:
Monday 13th May at 4pm – 5pm
Deadline:
May 13th, 2024
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Ark Teacher Training is a high-quality professional learning programme, for Trainee Teachers and Early Career Teachers.
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Graduate Future Leader - Assistant Project Manager
Project Management, Infrastructure, Transport Planning.
Salary:
Competitive
Location:
London
Degree required:
2:2 and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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A subsidiary of the Colas Group, Colas Rail is one of Europe’s leading suppliers of railway infrastructure services.
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New
Women in Fixed Income & Currencies Panel - Virtual Event
Insight Event: 29th April, 5:00pm - 6:00pm
Salary:
N/A
Location:
Remote
Degree required:
All grades
Job type:
Insight Event
Duration:
Insight Event: 29th April, 5:00pm - 6:00pm
Deadline:
Ongoing
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Deutsche Bank is an established global financial institution which prioritises technology and invests in digitalisation.
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Applications Software Engineering Intern
Mechanical, Mechatronics, Computing, Software.
Salary:
Competitive
Location:
Viewfield (Glenrothes, Scotland)
Degree required:
2:1 and above (expected)
Job type:
Placement / Internship
Duration:
12 months
Deadline:
May 3rd, 2024
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As a truly global partner, Bosch Rexroth overcomes mechanical and plant engineering challenges around the world.
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Applications Engineering Intern
Mechanical, Manufacturing, Software, Chemical.
Salary:
Competitive
Location:
Viewfield (Glenrothes, Scotland)
Degree required:
2:1 and above (expected)
Job type:
Placement / Internship
Duration:
12 months
Deadline:
May 3rd, 2024
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As a truly global partner, Bosch Rexroth overcomes mechanical and plant engineering challenges around the world.
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Graduate Future Leaders - Assistant Project Management
Project Management, Infrastructure, Transport Planning.
Salary:
Competitive
Location:
Swindon
Degree required:
2:2 and above
Job type:
Graduate Opportunity
Deadline:
Ongoing
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A subsidiary of the Colas Group, Colas Rail is one of Europe’s leading suppliers of railway infrastructure services.
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2024 Sales & Trading Off-Cycle Internship
Maths, Analytics, Finance, Statistics, Data.
Salary:
Competitive
Location:
Frankfurt
Degree required:
All grades
Job type:
Placement / Internship (Hiring multiple candidates)
Duration:
3-6 months
Deadline:
Ongoing
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Shortlisted
Leading financial services firm, Morgan Stanley, helps people, businesses and institutions around the world manage their wealth.
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2024 Analytics & Sales Programme - Japanese Speakers
Finance, Maths, Analytics.
Salary:
Competitive
Location:
London
Degree required:
All grades
Job type:
Graduate Opportunity
Deadline:
Ongoing
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Bloomberg is a global information and technology company, and the world’s primary distributor of financial data.
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2024 Analytics & Sales Programme - Portuguese Speakers
Finance, Maths, Analytics.
Salary:
Competitive
Location:
London
Degree required:
All grades
Job type:
Graduate Opportunity
Starting:
August 2024
Deadline:
Ongoing
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Bloomberg is a global information and technology company, and the world’s primary distributor of financial data.
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2024 Analytics & Sales Programme, Hong Kong - Korean Speakers
Finance, Maths, Analytics.
Salary:
Competitive
Location:
Hong Kong (China)
Degree required:
All grades
Job type:
Graduate Opportunity
Deadline:
Ongoing
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Bloomberg is a global information and technology company, and the world’s primary distributor of financial data.
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2025 Analytics and Sales - Bilingual Japanese/English speaker
Finance, Maths, Analytics.
Salary:
Competitive
Location:
Tokyo (Japan)
Degree required:
All grades
Job type:
Graduate Opportunity
Deadline:
Ongoing
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Shortlisted
Bloomberg is a global information and technology company, and the world’s primary distributor of financial data.
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2024 South Africa Rotational Programme – Analytics & Sales
Finance, Maths, Analytics.
Salary:
Competitive
Location:
London and Johannesburg (South Africa)
Degree required:
All grades
Job type:
Graduate Opportunity
Starting:
August 2024
Deadline:
Ongoing
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Bloomberg is a global information and technology company, and the world’s primary distributor of financial data.
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