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ai ml sensor fusion engineer
Fusion People Ltd
Commercial Gas Engineer - Mobile
Fusion People Ltd Perth, Perth & Kinross
Commercial & Retail Gas Engineer (Mobile) - Perth, Perthshire - to 47,000 plus commercial van and My client who is one of the UK's leading Facilities Management organisations are seeking a Commercial Gas Engineer with a strong background in commercial building maintenance to join a dedicated team supporting multiple national retail contracts. You will hold valid commercial gas qualifications (COCN1, CIGA1, CDGA1, TPCP1/1A, etc.) and have solid knowledge of heating systems, boilers and associated plant and will have ideally have experience working in retail, commercial, or multi-site maintenance environments This is a mobile, customer facing role, covering a wide portfolio of commercial retail premises where you'll be responsible for planned preventative maintenance (PPM), reactive breakdowns, fault-finding, and small works across a variety of gas systems and HVAC plant and are confident of working independently. You will be responsible for Boiler lockouts and resets, faults with warm air units and radiant tube heaters, leaks on gas pipework or isolation valves, pilot light or ignition failures, pressure loss or circulation issues in heating systems, gas interlock faults in kitchens or plant rooms, faulty thermostats, sensors, or actuators plus emergency call-outs for no heating/hot water In return for your hard work we offer additional training and development, 26 days holiday (+ bank holidays), generous pension contribution, life assurance and much more. This role is commutable from Perthshire, Perth ,Stirling, Dundee, Kinross, Dunfermline, Kirkaldy Fusion People are committed to promoting equal opportunities to people regardless of age, gender, religion, belief, race, sexuality or disability. We operate as an employment agency and employment business. You'll find a wide selection of vacancies on our website.
Apr 29, 2026
Full time
Commercial & Retail Gas Engineer (Mobile) - Perth, Perthshire - to 47,000 plus commercial van and My client who is one of the UK's leading Facilities Management organisations are seeking a Commercial Gas Engineer with a strong background in commercial building maintenance to join a dedicated team supporting multiple national retail contracts. You will hold valid commercial gas qualifications (COCN1, CIGA1, CDGA1, TPCP1/1A, etc.) and have solid knowledge of heating systems, boilers and associated plant and will have ideally have experience working in retail, commercial, or multi-site maintenance environments This is a mobile, customer facing role, covering a wide portfolio of commercial retail premises where you'll be responsible for planned preventative maintenance (PPM), reactive breakdowns, fault-finding, and small works across a variety of gas systems and HVAC plant and are confident of working independently. You will be responsible for Boiler lockouts and resets, faults with warm air units and radiant tube heaters, leaks on gas pipework or isolation valves, pilot light or ignition failures, pressure loss or circulation issues in heating systems, gas interlock faults in kitchens or plant rooms, faulty thermostats, sensors, or actuators plus emergency call-outs for no heating/hot water In return for your hard work we offer additional training and development, 26 days holiday (+ bank holidays), generous pension contribution, life assurance and much more. This role is commutable from Perthshire, Perth ,Stirling, Dundee, Kinross, Dunfermline, Kirkaldy Fusion People are committed to promoting equal opportunities to people regardless of age, gender, religion, belief, race, sexuality or disability. We operate as an employment agency and employment business. You'll find a wide selection of vacancies on our website.
Gold Group
SAFETY ASSURANCE CONSULTANT
Gold Group Bristol, Gloucestershire
SAFETY ASSURANCE CONSULTANT (AUTONOMOUS SYSTEMS) Please note: Candidates must be eligible to obtain UK security clearance. Bristol + Hybrid 45,000 - 55,000 + Benefits The Opportunity Our client is a highly respected, employee-owned engineering consultancy delivering specialist safety, environmental, and technical assurance services across complex, safety-critical sectors. With a strong reputation for quality and long-term client partnerships, they are investing in the growth of their digital and autonomous systems capability. They are now seeking an Autonomous Systems Assurance Consultant to play a key role in shaping how next-generation autonomous, uncrewed, and AI-enabled systems are assured for safety, compliance, and operational dependability. This is a chance to work at the cutting edge of autonomy-contributing to nationally significant programmes while influencing the future direction of a growing capability area. The Role You will take a leading role in the delivery and development of safety assurance activities for advanced autonomous systems programmes. Alongside technical delivery, you'll contribute to capability growth, client engagement, and strategic direction within this evolving domain. Key responsibilities include: Leading safety assurance activities across autonomous and AI-enabled systems in line with recognised standards and emerging best practice (e.g. AMLAS and AI assurance frameworks) Conducting system safety analyses such as hazard identification, Functional Hazard Assessment (FHA), and Systems Theoretic Process Analysis (STPA) Assessing risks associated with machine learning, sensor fusion, and automated decision-making systems Developing robust safety cases using structured methodologies (e.g. GSN) Supporting or leading bid and proposal activities with a focus on technical excellence Building and maintaining strong client relationships to support long-term programme delivery Representing the organisation at industry events, including technical presentations and thought leadership Travel within the UK (and occasionally internationally) may be required. What They're Looking For Degree qualified (BSc/MSc/PhD) in Safety Engineering, Systems Engineering, or a related discipline Experience applying safety engineering principles within safety-critical environments Exposure to autonomous systems, AI, or machine learning assurance (desirable) Familiarity with relevant industry standards and emerging regulatory frameworks Strong communication skills and the ability to work across multidisciplinary teams Comfortable operating in a collaborative, agile environment where initiative is valued Why apply for this role? You'll be joining an organisation where employees have a genuine stake in the business and its direction. The culture emphasises collaboration, accountability, and sustainable growth-creating an environment where your own contribution has real impact. Package highlights include: Competitive salary and performance-related bonus Flexible and hybrid working arrangements Professional development support, including funded memberships Structured training in both technical and consultancy skills Generous holiday allowance with options to buy/sell leave Pension scheme, life insurance, and optional private medical cover Additional benefits including cycle-to-work and referral incentives Location Flexible-multiple UK office locations (Bristol, Liverpool, Plymouth, Portsmouth, Cardiff) with hybrid working available. If you're interested in working at the forefront of autonomous systems assurance and want to play a meaningful role in shaping this rapidly evolving field, I'd be keen to speak with you. Services advertised by Gold Group are those of an Agency and/or an Employment Business. We will contact you within the next 14 days if you are selected for interview. For a copy of our privacy policy please visit our website.
Apr 23, 2026
Full time
SAFETY ASSURANCE CONSULTANT (AUTONOMOUS SYSTEMS) Please note: Candidates must be eligible to obtain UK security clearance. Bristol + Hybrid 45,000 - 55,000 + Benefits The Opportunity Our client is a highly respected, employee-owned engineering consultancy delivering specialist safety, environmental, and technical assurance services across complex, safety-critical sectors. With a strong reputation for quality and long-term client partnerships, they are investing in the growth of their digital and autonomous systems capability. They are now seeking an Autonomous Systems Assurance Consultant to play a key role in shaping how next-generation autonomous, uncrewed, and AI-enabled systems are assured for safety, compliance, and operational dependability. This is a chance to work at the cutting edge of autonomy-contributing to nationally significant programmes while influencing the future direction of a growing capability area. The Role You will take a leading role in the delivery and development of safety assurance activities for advanced autonomous systems programmes. Alongside technical delivery, you'll contribute to capability growth, client engagement, and strategic direction within this evolving domain. Key responsibilities include: Leading safety assurance activities across autonomous and AI-enabled systems in line with recognised standards and emerging best practice (e.g. AMLAS and AI assurance frameworks) Conducting system safety analyses such as hazard identification, Functional Hazard Assessment (FHA), and Systems Theoretic Process Analysis (STPA) Assessing risks associated with machine learning, sensor fusion, and automated decision-making systems Developing robust safety cases using structured methodologies (e.g. GSN) Supporting or leading bid and proposal activities with a focus on technical excellence Building and maintaining strong client relationships to support long-term programme delivery Representing the organisation at industry events, including technical presentations and thought leadership Travel within the UK (and occasionally internationally) may be required. What They're Looking For Degree qualified (BSc/MSc/PhD) in Safety Engineering, Systems Engineering, or a related discipline Experience applying safety engineering principles within safety-critical environments Exposure to autonomous systems, AI, or machine learning assurance (desirable) Familiarity with relevant industry standards and emerging regulatory frameworks Strong communication skills and the ability to work across multidisciplinary teams Comfortable operating in a collaborative, agile environment where initiative is valued Why apply for this role? You'll be joining an organisation where employees have a genuine stake in the business and its direction. The culture emphasises collaboration, accountability, and sustainable growth-creating an environment where your own contribution has real impact. Package highlights include: Competitive salary and performance-related bonus Flexible and hybrid working arrangements Professional development support, including funded memberships Structured training in both technical and consultancy skills Generous holiday allowance with options to buy/sell leave Pension scheme, life insurance, and optional private medical cover Additional benefits including cycle-to-work and referral incentives Location Flexible-multiple UK office locations (Bristol, Liverpool, Plymouth, Portsmouth, Cardiff) with hybrid working available. If you're interested in working at the forefront of autonomous systems assurance and want to play a meaningful role in shaping this rapidly evolving field, I'd be keen to speak with you. Services advertised by Gold Group are those of an Agency and/or an Employment Business. We will contact you within the next 14 days if you are selected for interview. For a copy of our privacy policy please visit our website.
ECM Selection (Holdings) Limited
Senior Data Scientist
ECM Selection (Holdings) Limited
Explore AI/ML solutions to tough physics problems in the Defence domain This research team is looking for an experienced engineer or post-doctoral scientist to help them explore the use of modern ML techniques for solving problems across defence related domains such as RF, edge AI and AI security. They work collaboratively within their team as well as with other teams working on similar problems spread across the country. Their work is highly experimental, and it is understood that not all projects succeed, even failed projects contain valuable insights. You will be building upon cutting-edge ML techniques such as transformers and reinforcement learning to create novel multi-modal solutions. Examples include sensor fusion systems, physics-informed neural networks for simulations, and multi-purpose autonomous robots. Projects will be defence focused but may include offensive capabilities. Please note, as projects are defence related, you will need to qualify for UK security clearance to be considered for this role. Requirements: PhD or equivalent professional experience in a field that demonstrates significant understanding of both computer science and advanced statistical or numerical methods Practical experience applying ML techniques to solve real-world problems Knowledgeable in conducting and publishing (as first author) high-quality research for academic journals Team leadership experience While not required, both a good understanding of RF physics and previous involvement in defence related research projects would be highly beneficial. This team has an academic and welcoming work environment where ideas are judged on merit and good work rewarded fairly. Due to the research heavy nature of projects, the team can often work from home and be in the office as little as one day each week. The office itself is located in central London very close to major public transport links making it an easy commute from either within London or the surrounding area. Initially this is an 18-month contract with the expectation of extending this as more funding is released. Another top job from ECM, the high-tech recruitment experts. Even if this job's not quite right, do contact us now - we may well have the ideal job for you. To discuss your requirements call ecm or email your CV. We will always ask before forwarding your CV. Please apply (quoting ref: CV27404 ) only if you are eligible to live and work in the UK. By submitting your details you certify that the information you provide is accurate.
Oct 07, 2025
Full time
Explore AI/ML solutions to tough physics problems in the Defence domain This research team is looking for an experienced engineer or post-doctoral scientist to help them explore the use of modern ML techniques for solving problems across defence related domains such as RF, edge AI and AI security. They work collaboratively within their team as well as with other teams working on similar problems spread across the country. Their work is highly experimental, and it is understood that not all projects succeed, even failed projects contain valuable insights. You will be building upon cutting-edge ML techniques such as transformers and reinforcement learning to create novel multi-modal solutions. Examples include sensor fusion systems, physics-informed neural networks for simulations, and multi-purpose autonomous robots. Projects will be defence focused but may include offensive capabilities. Please note, as projects are defence related, you will need to qualify for UK security clearance to be considered for this role. Requirements: PhD or equivalent professional experience in a field that demonstrates significant understanding of both computer science and advanced statistical or numerical methods Practical experience applying ML techniques to solve real-world problems Knowledgeable in conducting and publishing (as first author) high-quality research for academic journals Team leadership experience While not required, both a good understanding of RF physics and previous involvement in defence related research projects would be highly beneficial. This team has an academic and welcoming work environment where ideas are judged on merit and good work rewarded fairly. Due to the research heavy nature of projects, the team can often work from home and be in the office as little as one day each week. The office itself is located in central London very close to major public transport links making it an easy commute from either within London or the surrounding area. Initially this is an 18-month contract with the expectation of extending this as more funding is released. Another top job from ECM, the high-tech recruitment experts. Even if this job's not quite right, do contact us now - we may well have the ideal job for you. To discuss your requirements call ecm or email your CV. We will always ask before forwarding your CV. Please apply (quoting ref: CV27404 ) only if you are eligible to live and work in the UK. By submitting your details you certify that the information you provide is accurate.

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