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Postdoctoral Researcher in Machine Learning for Exoplanet Atmospheric Modelling (Milton Keynes, ENG, GB, MK7 6AA) Salary: £ Change your career, change lives The Open University is the UK’s largest university, a world leader in flexible part-time education combining a mission to widen access to higher education with research excellence, transforming lives through education. Find out more about us and our mission by watching this short video (you will be taken to YouTube by clicking this link). About the Role The School of Physical Sciences at the Open University, UK, invites applications for a 3-year fixed-term postdoctoral researcher in machine learning for exoplanet atmosphere modelling. The postdoctoral researcher will work with Dr Joanna Barstow and Dr Hugh Dickinson as part of the STFC-funded research project 'Rainbow Connection: Exoplanet Cloud Scattering Via Neural Networks'. The role will involve developing a neural network-based emulator for Mie scattering calculations, integrating the emulator into the NemesisPy atmospheric model, and applying this to observational data from the James Webb Space Telescope to constrain hot Jupiter cloud composition. Key Responsibilities The person appointed to this post will undertake duties to include: Developing, training and testing a neural network Mie scattering emulator. Using existing Mie scattering routines to construct training and test data sets. Modelling exoplanet transmission spectra and comparing to observational data; duties may also include writing telescope proposals to obtain further data. Leading scientific publications related to the research outcomes. Working with, and providing day to day support to, PhD students in exoplanet atmospheres. Disseminating the research at major national and international conferences. Developing their own independence by leading observing proposals, and leading and/or co-ordinating work within international teams. All Staff are expected to: Co-operate with the Open University in ensuring as far as is necessary, that Statutory Requirements, Codes of Practice, University Policies and Departmental Health and Safety arrangements are complied with. Ability to carry out the role in a way that is consistent with equality legislation and University policies. Attend /complete appropriate staff development events / courses. About You Essential: PhD in Astronomy, Astrophysics or a related field. Experience in modelling exoplanet atmospheres OR experience in applying machine learning techniques, especially neural networks, to astrophysical data. A developing track record of peer-reviewed publications in international journals. Experience of Python programming for scientific data processing and analysis. Time management and project planning skills. The ability to present your research effectively both orally and in scientific writing. The ability to work both independently and as part of a diverse team. Desirable: Experience in spectral retrieval of exoplanet atmospheres. Experience working with JWST observations of exoplanets. Support with your application If you have any questions, or need support or adjustments relating to your application, the recruitment process, or the role, please contact us on or email quoting the advert reference number. What's in it for you? At The Open University, we offer a range of benefits to recognise and reward great work, alongside policies and flexible working that contribute towards a great work life balance. Get all the details of what benefits we offer by visiting our Staff Benefits page (clicking this link will open a new window). Flexible working We are open to discussions about flexible working. Whether it’s a job share, part time, compressed hours or another working arrangement. Please reach out to us to discuss what works best for you. Work location It is anticipated that a hybrid working pattern can be adopted for this role, where the successful candidate can work from home and the office. However, as this role is contractually aligned to our Milton Keynes office it is expected that some attendance in the office will be required when necessary and in response to business needs. Next steps in the Recruitment process If shortlisted, we anticipate interviews taking place on either 20th or 21st May. How to apply To apply for this role please submit the following document(s): CV Supporting Statement (Your Supporting Statement should be no more than 1000 words and should outline how your skills and experience meet the essential and desirable criteria listed above) You can view your progress and application communications when you are logged into our recruitment system. Please check your spam/junk folders if you do not receive associated email updates.

Supply Chain & Planning Assistant Rugby ( CV23 ) Monday to Friday – 0800 until 1600 Our prestigious client, based in Rugby, are looking for an experienced Supply Chain & Planning Assistant to join their team. This is an excellent opportunity for an ambitious individual looking to develop their career, with the potential to secure a permanent position within the business. The Role – Supply Chain & Planning Assistant Responsible for carrying out tasks and operations as assigned in accordance with SOPs, Policies and Safe Systems of Work. Responsible for ensuring the accuracy of TROPOS transactions understanding how system processes relate to the physical work flows. Key Accountabilities – Understand and comply with the company initiatives for Safety, Health & Environment (SHE) (e.g. H&S Policy, Golden Rules) and actively support the “Safety First” approach. Understand how to manage and/or correctly rectify transaction errors in TROPOS Provide purchasing support such as PO and requisition upload and stock orders Track and monitor bulk and packed stock to ensure correct levels are maintained on TROPOS for accurate planning and production Plan filling and distillation schedules Carry out physical stock counts with the production team and update the TROPOS system to reflect this Liaise with operations team and logistics to effectively communicate and reconcile orders on the system Ensure all inbound deliveries are booked in and slots allocated in and around outbound vehicles and avoid vehicle stacking Provide support for direct delivery orders or special customer orders ensuring accurate management of material purchase/delivery transactions and specific instructions. Handle queries from internal colleagues (e.g. sales, finance and other sites) regarding distillery operations Work closely with collegues in the operations team and other functions to ensure effective cover and support for administative operations across the distillary division Responsible for maintaining safe, clean & efficient office and communal areas. Other administrative tasks to support the smooth running of the depot. Provide cover support to other functions as appropriate Key Skills - Committed to a Safety First approach to all aspect of the job Excellent communicator and able to build relationships with the team, peers and stakeholders Well organised. A practical/proactive problem solver and flexible to support a dynamic, customer driven business Driven to raise standards, able to accurately record information and follow process instruction (SOP) Team player with flexible approach to carry out a range of tasks A positive, 'can-do' approach to work Good understanding of distillary processes, products and raw materials Quality driven with a personal drive and commitment to finding ways to move the business forward Proficient user of TROPOS and able to effectvily use MS Office software to develop/use production planning and reporting tools Pay & Benefits – £28,000 - £32,000 per annum Full time hours ( (Apply online only) ) Temp to perm opportunity Excellent opportunity to join and develop within a growing business Requirements - Education: GCSE Maths & English (or equivalent) with good numeracy skills Desired: Administration qualification or MS office software proficiency qualification. Experience: Experience of IT systems and MS office software. Desired: Experience of ERP stock and sales handling software (TROPOS) and experience of working for a Food & Drinks company would be an advantage For more information and to apply click 'Apply Now' to submit your application. If you would like to know how we will store and process your data, please read our GDPR Data Protection Statement on The Recruitment Group website

Job Title: Teacher of Geography Line Manager: Head of Geography Location: Rugby Hours: Full time Salary: In line with Teachers' Pay Scale - £32,916 - £51,047 Job Overview The Teacher of Geography is responsible for delivering engaging and high-quality lessons that develop students' understanding of the world around them. The role involves teaching a broad and balanced geography curriculum, enabling students to explore physical and human processes while developing analytical and critical thinking skills. The postholder will create an inclusive and stimulating learning environment where students are encouraged to be curious about global issues and their place within them. The role also includes contributing to the wider life of the school and supporting students to achieve their full potential. Key Responsibilities Plan and deliver high-quality geography lessons in line with curriculum requirements. Create an engaging classroom environment that supports learning and encourages curiosity. Teach a range of geographical topics, including physical and human geography. Assess, monitor and report on student progress, using data to inform teaching. Adapt teaching strategies to meet the needs of all learners. Maintain high standards of behaviour in line with organisational policies. Contribute to the development of schemes of work and departmental resources. Organise and support fieldwork opportunities where appropriate. Provide timely and constructive feedback to students. Participate in meetings, parents' evenings and whole-school activities. Contribute to the pastoral care of students, including tutor responsibilities where required. Person Specification Essential Qualified Teacher Status (QTS) or equivalent. Degree in Geography or a related subject. Strong subject knowledge across key geographical concepts. Ability to deliver engaging and effective lessons. Strong classroom management skills. Ability to assess and track student progress. Good communication and organisational skills. Commitment to safeguarding and promoting the welfare of young people. Desirable Experience teaching across Key Stages 3 and 4 (and 5 if applicable). Experience of organising or leading fieldwork. Ability to contribute to extracurricular geography activities or clubs. Experience of using data to improve student outcomes. About Clarence Recruitment Clarence Recruitment are highly experienced recruitment specialists operating within the Education Sector. We work with exceptionally talented candidates and place them into outstanding opportunities. As an independent agency, we are agile, responsive, and focused on supporting your career development. Your consultant, Alan, has over 15 years' experience working across the East Midlands and holds Qualified Teacher Status, providing in-depth insight into local schools and the education system. Apply Now If you're an outstanding Geography Teacher looking to work in a popular, high-performing secondary school in Rugby, apply today. Interviews are taking place immediately. We are currently working with numerous vacancies, so if this role is not quite right for you, please send us your CV to discuss other opportunities that may better suit your requirements. Safeguarding Clarence Recruitment is committed to safeguarding and promoting the welfare of children and young people and expects all staff to share this commitment. The successful candidate will be required to hold an enhanced DBS check in line with Keeping Children Safe in Education (2025)

We are seeking to recruit and experienced Fork Lift Truck Driver / General Assistant based in Rugby – Paying £14.36 per hour. Job Specification: To provide a high-quality cleaning service by maintaining a clean, safe, and hygienic environment. Responsible for delivering cleaning and hygiene services throughout the site with Forklift Truck duties and portering of item around the site. This role supports the daily operation of the production environment and contributes to a safe and efficient workplace for tenants, visitors, and staff. The role operates on a shift pattern; however, flexibility may be required to support cover for holidays, sickness, and business needs. Roles & Responsibilities - Duties to include but not limited to: · Follow the scheduled work plan and maintain full knowledge of all allocated cleaning areas. · Carry out all daily, weekly, and periodic cleaning tasks to specification. · Maintain high standards of cleanliness in all production, welfare, and public areas. · Demonstrate full working knowledge of all cleaning materials, equipment, and methods. · Operate cleaning machinery safely, including pedestrian and ride-on scrubber dryers and sweepers. · Respond promptly to spillages, accidents, and emergency cleaning requirements. · Ensure adherence to company and Client rules at all times · Stock client fridges as required. · Move stock to client fridges and the on-site shop. · Maintain stock levels in PPE distribution areas. · Support stockroom organisation ensuring safe and clean storage areas · Safely operate an FLT in accordance with training, licence requirements, and site rules. · Conduct pre-use safety checks on all FLT equipment and immediately report defects. · Move pallets, goods, consumables, and materials across designated site areas. · Load and unload pallets safely, ensuring load stability. · Follow all site traffic routes, one-way systems, and speed restrictions. · Ensure safe storage and stacking of pallets and materials. · Transport equipment, stock, consumables, and waste around the site as required. · Support movement of materials for production and engineering teams. · Use appropriate manual handling techniques and mechanical aids (pump trucks, trolleys). · Assist with setting up or relocating items for operational needs. · Manage personal time effectively to meet service levels. · Cooperate with client and management requests, providing assistance where necessary. · Carry out any reasonable tasks requested by the client, Assistant Team Leader, or Soft Services Manager. · Follow all Company and Client safety procedures and systems of work. · Report any equipment defects or unsafe working conditions immediately. · Use all work equipment and PPE correctly and in accordance with training received. · Report all accidents, near misses, and incidents to the Line Manager. · Support investigations into accidents or safety-related events. · Work safely at all times, considering the safety of others. · Notify management of any health condition that may affect safe working. · Participate in safety improvements through communication and cooperation. · Follow all traffic management rules when operating FLTs or moving goods. · Develop and maintain a professional working relationship with all site users and stakeholders. · Represent all company values and behaviours at all times. · Support the training of new staff members. · Assist team members with work-related queries and operational tasks. · Attend all required training sessions, toolbox talks. · Maintain accurate records and documentation for audit purposes. · Complete machinery pre-use check sheets. · Ensure all areas meet specification and quality standards. · Ensure service delivery meets or exceeds SLA requirements. · Effective time management and prioritisation of operational tasks. · Consistency and reliability in meeting service and hygiene standards. · Compliance with Health & Safety and training expectations PERSON SPECIFICATION ESSENTIAL DESIRABLE Qualifications &Technical skills ≡ FLT Licence ≡ Good general level of education. Experience & knowledge ESSENTIAL ≡ Physical manual handling required to fulfil the role ≡ Experience with FLT operations DESIRABLE ≡ Good level of verbal communication ≡ Previous cleaning and/or housekeeping experience (preferred). ≡ Experience in an industrial, warehouse, or production environment ≡ Strong organisational and time management skills. ≡ Ability to work well under pressure. ≡ Positive “can-do” attitude. ≡ Strong teamworking skills. ≡ Ability to communicate effectively with colleagues and customers Working Hours: Sunday 08:30-13:30 (5) Monday to Thursday 08:00-15:30 (7.5) Friday and Saturday Days Off

Administrator Rugby ( CV23 ) Monday to Friday – Term Time, School Hours (Apply online only)) Our prestigious client, based in Rugby, are looking for an experienced Administrator to join their team. This is an excellent opportunity for an ambitious individual looking to develop their career, with the potential to secure a permanent position within the business. The Role – Administrator Responsible for carrying out tasks and operations to support the day to day running of Distillery Operations. Key Accountabilities – Understand and comply with the company initiatives for Safety, Health & Environment (SHE) (e.g. H&S Policy, Golden Rules) and actively support the “Safety First” approach. Provide purchasing support such as PO and requisition upload and stock orders Book in orders with customers and organise spot-hire for domestic transport Prepare despatch paperwork for domestic and international orders Raise EMCS movements through HMRC Carry out physical stock counts with the production team and update the TROPOS system to reflect this Ensure all inbound deliveries are booked in and slots allocated in and around outbound vehicles to avoid vehicle stacking Direct queries from internal colleagues (e.g. sales, finance and other sites) regarding distillery operations Work closely with collegues in the operations team and other functions to ensure effective cover and support for administative operations across the distillery division Understand how to manage and/or correctly rectify transaction errors in TROPOS Responsible for maintaining safe, clean & efficient office and communal areas. Other administrative tasks to support the smooth running of the depot. Provide cover support to other functions as appropriate. Key Skills - Committed to a Safety First approach to all aspect of the job Excellent communicator and able to build relationships with the team, peers and stakeholders Well organised. A practical/proactive problem solver and flexible to support a dynamic, customer driven business Driven to raise standards, able to accurately record information and follow process instruction (SOP) Team player with flexible approach to carry out a range of tasks A positive, 'can-do' approach to work Good understanding of distillery processes, products and raw materials Quality driven with a personal drive and commitment to finding ways to move the business forward Proficient user of TROPOS and able to effectvily use MS Office software to develop/use production planning and reporting tools Pay & benefits – £12,71 per hour Term-Time, School Hours (Apply online only)) Temp to perm opportunity Excellent opportunity to join and develop within a growing business Requirements - Education: GCSE Maths & English (or equivalent) with good numeracy skills Desired: Administration qualification or MS office software proficiency qualification. Experience: Experience of IT systems and MS office software. Desired: Experience of ERP stock and sales handling software (TROPOS) and experience of working for a Food & Drinks company would be an advantage For more information and to apply click 'Apply Now' to submit your application. If you would like to know how we will store and process your data, please read our GDPR Data Protection Statement on The Recruitment Group website

Supply Chain Assistant Rugby ( CV23 ) Monday to Friday – 0900 until 1700 / 1000 until 1800 Our prestigious client, based in Rugby, are looking for an experienced Supply Chain Assistant to join their team. This is an excellent opportunity for an ambitious individual looking to develop their career, with the potential to secure a permanent position within the business. The Role – Supply Chain Assistant Responsible for carrying out tasks and operations as assigned in accordance with SOPs, Policies and Safe Systems of Work. Responsible for ensuring the accuracy of TROPOS transactions understanding how system processes relate to the physical work flows. Key Accountabilities - Understand and comply with the company initiatives for Safety, Health & Environment (SHE) (e.g. H&S Policy, Golden Rules) and actively support the “Safety First” approach. Understand how to manage and/or correctly rectify transaction errors in TROPOS Provide purchasing support such as PO and requisition upload and stock orders Track and monitor bulk and packed stock to ensure correct levels are maintained on TROPOS for accurate planning and production Carry out physical stock counts with the production team and update the TROPOS system to reflect this Liaise with operations team and logistics to effectively communicate and reconcile orders on the system Ensure all inbound deliveries are booked in and slots allocated in and around outbound vehicles and avoid vehicle stacking Provide support for direct delivery orders or special customer orders ensuring accurate management of material purchase/delivery transactions and specific instructions. Handle queries from internal colleagues (e.g. sales, finance and other sites) regarding distillery operations Work closely with colleagues in the operations team and other functions to ensure effective cover and support for administrative operations across the distillery division Responsible for maintaining safe, clean & efficient office and communal areas. Other administrative tasks to support the smooth running of the depot. Provide cover support to other functions as appropriate Key Skills - Committed to a Safety First approach to all aspect of the job Excellent communicator and able to build relationships with the team, peers and stakeholders Well organised. A practical/proactive problem solver and flexible to support a dynamic, customer driven business Driven to raise standards, able to accurately record information and follow process instruction (SOP) Team player with flexible approach to carry out a range of tasks A positive, 'can-do' approach to work Good understanding of distillery processes, products and raw materials Quality driven with a personal drive and commitment to finding ways to move the business forward Proficient user of TROPOS and able to effectively use MS Office software to develop/use production planning and reporting tools Pay & Benefits - £30,000 per annum Full time hours ( (Apply online only) / 1000/1800 ) Temp to perm opportunity Excellent opportunity to join and develop within a growing business Requirements - Education: GCSE Maths & English (or equivalent) with good numeracy skills Desired: Administration qualification or MS office software proficiency qualification. Experience: Experience of IT systems and MS office software. Desired: Experience of ERP stock and sales handling software (TROPOS) and experience of working for a Food & Drinks company would be an advantage For more information and to apply click 'Apply Now' to submit your application. If you would like to know how we will store and process your data, please read our GDPR Data Protection Statement on The Recruitment Group website

This is an exciting opportunity for a qualified Physical Education Teacher (QTS) to inspire students across Key Stages 3, 4, and 5, promoting physical activity, teamwork, and a lifelong love of sport. This Physical Education Teacher job vacancy may be closed earlier than the closing date if we secur

PhysicalEducationVisiting Moderator. Current or previous experience teaching within the UK education system.

Staffing and Recruiting, Education, and Primary and Secondary Education.

This is an exciting opportunity for a qualified Physical Education Teacher (QTS) to inspire students across Key Stages 3, 4, and 5, promoting physical activity, teamwork, and a lifelong love of sport. For further information on this Physical Education Teacher vacancy, please apply via this advert an

A GCE Physical Education Examiner marks candidates’ responses in accordance with the pre-defined mark scheme, whilst adhering to conditions of recognition and examination procedures. We provide content, assessment and digital services to learners, educational institutions, employers, governments a

South Lincolnshire Academies Trust is seeking to appoint an inspirational, highly motivated, enthusiastic and dynamic Teacher of Physical Education, to work at Giles Academy in Old Leake. The ability to teach Physical Education up to KS4;. The Department for Education have ranked South Lincolnshire

Independent School – Teacher of Physical Education. Has experience teaching GCSE Physical Education. A thriving co-educational independent school for pupils aged Nursery to Year 11, set in beautiful rural Surrey.

Physical Education Teacher Key Responsibilities:. Physical Education Teacher Qualifications and Experience:. A professional, supportive and highly experienced team of Education Specialists with over 25 years' experience and many of which are teachers themselves.

We are an approved Crown Commercial Service supplier, proud members of the Recruitment & Employment Confederation (REC), and REC Audited in Education, which means we have undergone rigorous external auditing to ensure we consistently meet the highest safeguarding and compliance standing in education

Physical Education Teacher (Primary). A CV that covers your employment and education history since you finished formal education and any employment breaks must be explained. This is an exciting opportunity to inspire a love of physical activity and sport across the whole school, teaching pupils from

GCE Physical Education (2016 Specification) Visiting Moderators visit centres to carry out the moderation of certain forms of work which is marked initially by teacher examiners/assessors in the centres. We provide content, assessment and digital services to learners, educational institutions, emplo

Specialise and have a great understanding of the Physical Education national curriculum. Are you a caring and engaging Physical Education Teacher with QTS or QTLS?. Albans? I am looking to recruit a Physical Education Teacher for a ‘good’ school.

St Benedict’s School seeks to appoint a committed, enthusiastic and reflective teacher of Physical Education to join our dynamic Sports Department. The successful candidate will deliver high-quality Physical Education lessons across the School and play an active role in supporting the development

A GCSE Physical Education (2016 Specification) Examiner marks candidates’ responses in accordance with the pre-defined mark scheme, whilst adhering to conditions of recognition and examination procedures. We provide content, assessment and digital services to learners, educational institutions, em

A healthcare provider seeks a dedicated Physical Health Assistant in Coventry to support patients' physical health needs. This full-time role involves collaborating with medical staff, providing education and monitoring patient health screenings.

Dukes Education Group is looking for an experienced Head of Physical Education at Sancton Wood School, Cambridge, starting September 2026. The successful candidate will lead the Physical Education department, implementing an innovative and inclusive PE curriculum that promotes participation and exce

Aspire People Limited is seeking an energetic and motivating Physical Education Teacher to join a thriving secondary school in South West London. Degree in Physical Education, Sports Science, or a related field. Physical Education (PE) Teacher (KS3 & KS4) - South West London.

We are seeking a passionate, resilient, and dedicated Physical Education (PE) Teacher to join the team at Orminston Beachcroft Primary School. You will play a key role in promoting physical wellbeing, teamwork, and emotional regulation through sport and structured physical activity. Use sport and ph

We are pleased to invite applications to join our developing Physical Education team in our School as a self motivated and enthusiastic Teacher of Physical Education from September 2026, teaching years 7 to 11. Teach Physical Education from Early Years to Y11.

Tradewind Recruitment are delighted to be working with a Sutton based school in their recruitment of a Physical Education teacher for September 2026. The successful candidate will be a fully qualified Physical Education teacher with QTS or an equivalent overseas qualification, that possesses excelle

We are pleased to invite applications to join our developing Physical Education team in our Senior School as an experienced. Lead the Physical Education department across all phases (Nursery to Year 11), ensuring high standards of teaching, learning, and pupil achievement. Inspire pupils of all abil

Under general direction, the Adapted Physical Education Teacher provides specialized physical education instruction to students with developmental, physical, and/or cognitive disabilities. New York State certification in Physical Education required; certification in Adapted Physical Education prefer

A GCSE Physical Education (2016 Specification) Visiting Moderator will visit centres to carry out the moderation of certain forms of work which is marked initially by teacher examiners/assessors in the centres. We provide content, assessment and digital services to learners, educational institutions

As dance continues to flourish at Queen's College, we seek an outstanding dance specialist, who is also able to lead single PE lessons and assist in afternoon Games lessons, to teach pupils from Year 7 to Year 13 for one year maternity cover.The successful candidate will be responsible for teaching

This is a casual, part-time role offering flexible working.As a Bank Housekeeping Assistant at a Barchester care home, you'll help to create a warm and homely environment that enables us to meet each resident's unique needs.Keeping the home clean and safe is no small task, which is why the role of a

Senior Care Assistant (Relief) based at Waterside House, Wolverhampton .For this role, we are currently considering candidates who live within approximately.This ensures commutes are manageable and support your wellbeing and.We are looking for an experienced, compassionate Senior Care Assistant to j

You must hold a UK Driving License and have access to a car for this role - travelling up to 20 miles.The role includes 12 hour shifts and rotational weekends.As a Regional Senior Care Assistant with Barchester care homes, you'll deliver warm, empathetic and respectful care and support across a 20-m

As a Senior Care Assistant at a Barchester care home, you'll look after the different needs of our residents to enable us to deliver quality, person-centred care and support.Your role will involve supervising and inspiring a team of dedicated Care Assistants alongside the Deputy General Manager.You

Our client is a privately owned professional services firm that partners with organisations to support critical leadership and growth-related appointments.Founded with the aim of connecting high-calibre individuals with ambitious businesses, the firm operates across multiple sectors and works with c

Presales Consultant | £70,000 - £80,000 + OTE | Remote.Azure | Cloud Sales | VMware | end-end sales cycle | Iaas | Paas | Private Cloud | Hybrid Cloud |.I am currently supporting an Azure Partner in their search for a Presales Consultant.They deliver Cyber Security, Platform, Data and Migration so

Experienced Recruitment Consultant | remote working | Beds, Herts & Bucks / South East.If you're an experienced recruiter billing.We are a growing recruitment business offering :.And a high-trust culture with real opportunities for development & growth.Milton Keynes, Northampton and the wider Beds,

Principal Recruitment Consultant.Competitive Salary + Commission + Health Care + Visa.Clear Recruitment is a specialised talent consultancy focused on Data Centers and Energy Infrastructure, operating within high-growth global markets.We excel in recruiting top engineering talent, white-collar const

Take ownership of the full new business sales cycle for IFS ERP across the UK.The focus is on engaging mid-market and enterprise manufacturers seeking to modernise legacy ERP systems, enhance operational visibility, and unify core business functions—including manufacturing, supply chain, finance,

Support quality improvement, education and potential research initiatives.