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Location/s: Bristol, Croydon, Liverpool, Newcastle, Southampton; UK Recruiter contact: Ainsley Anstess Mott MacDonald is a global engineering, management, and development consultancy with over 20,000 employees across more than 50 countries and 140+ offices. We work across incredible global industries, delivering exciting work that is defining our future and making an important societal impact in the communities we serve. Our people power our performance we succeed when they do. With countless opportunities to collaborate, learn, and grow, the possibilities for excellence are as varied as every individual. Whether you want to grow as a subject matter expert or broaden your experience with roles across our international community, youre surrounded by global specialists who want to combine their expertise and champion you to be your best.
Location/s: Bristol, Croydon, Liverpool, Newcastle, Southampton; UK Recruiter contact: Ainsley Anstess Mott MacDonald is a global engineering, management, and development consultancy with over 20,000 employees across more than 50 countries and 140+ offices. We work across incredible global industries, delivering exciting work that is defining our future and making an important societal impact in the communities we serve. Our people power our performance we succeed when they do. With countless opportunities to collaborate, learn, and grow, the possibilities for excellence are as varied as every individual. Whether you want to grow as a subject matter expert or broaden your experience with roles across our international community, youre surrounded by global specialists who want to combine their expertise and champion you to be your best.
About the Role Working within our Technology team youll be integral in ensuring we have the right mix of technology to achieve the wider team's ambitions. You will be joining us at a pivotal moment in our journey as we seek to combine Agile methodologies with Microsoft's Azure technology stack. * Designing and building low code business applications and processes utilising data stored in Sharepoint, SQL and SaaS. * Developing Canvas PowerApps, PowerAutomate Flows and PowerAutomate Desktop Flows. * Expanding the Power Platform using Azure. * Working with Microsoft PowerBI to build data visualisations across multiple data sets. * Implementing end-to-end solutions that improve collaboration, productivity, and knowledge sharing. * Identifying areas and processes where the Microsoft environment can be better leveraged and facilitating process improvement.
About the Role Working within our Technology team youll be integral in ensuring we have the right mix of technology to achieve the wider team's ambitions. You will be joining us at a pivotal moment in our journey as we seek to combine Agile methodologies with Microsoft's Azure technology stack. * Designing and building low code business applications and processes utilising data stored in Sharepoint, SQL and SaaS. * Developing Canvas PowerApps, PowerAutomate Flows and PowerAutomate Desktop Flows. * Expanding the Power Platform using Azure. * Working with Microsoft PowerBI to build data visualisations across multiple data sets. * Implementing end-to-end solutions that improve collaboration, productivity, and knowledge sharing. * Identifying areas and processes where the Microsoft environment can be better leveraged and facilitating process improvement.
What if you could do the kind of work the world needs? At WSP, you can access our global scale, contribute to landmark projects and connect with the brightest minds in your field to do the best work of your life. You can embrace your curiosity in a culture that celebrates new ideas and diverse perspectives. You can experience a world of opportunity and the chance to shape a career as unique as you. To find out more about our Property and Buildings business click on the following link and discover what awaits you at WSP: Property and Buildings | WSP ( Team Youll join a small, established team of developers focused on building-services workflows. Its a collaborative environment: close to the engineers, quick feedback loops, and a clear delivery backlog.
What if you could do the kind of work the world needs? At WSP, you can access our global scale, contribute to landmark projects and connect with the brightest minds in your field to do the best work of your life. You can embrace your curiosity in a culture that celebrates new ideas and diverse perspectives. You can experience a world of opportunity and the chance to shape a career as unique as you. To find out more about our Property and Buildings business click on the following link and discover what awaits you at WSP: Property and Buildings | WSP ( Team Youll join a small, established team of developers focused on building-services workflows. Its a collaborative environment: close to the engineers, quick feedback loops, and a clear delivery backlog.
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Overview Stirling Dynamics is recruiting a part-time ERP Consultant to support the ongoing development and reliable operation of our Epicor Kinetic platform. We have recently introduced Epicor Kinetic as our ERP system and are looking for an Epicor expert who can support us with technical issues and ongoing development. This role will act as the go-to expert ensuring alignment between technical configuration and business process requirements, maintaining data integrity, and enabling future scalability. Due to the nature of the role, the level of hours will vary throughout the year. This role will be based in our Bristol office however the Consultant will be able to work remotely part of the time. Responsibilities * Support with the design and implementation of the ERP roadmap in line with Stirling Dynamics business strategy
Overview Stirling Dynamics is recruiting a part-time ERP Consultant to support the ongoing development and reliable operation of our Epicor Kinetic platform. We have recently introduced Epicor Kinetic as our ERP system and are looking for an Epicor expert who can support us with technical issues and ongoing development. This role will act as the go-to expert ensuring alignment between technical configuration and business process requirements, maintaining data integrity, and enabling future scalability. Due to the nature of the role, the level of hours will vary throughout the year. This role will be based in our Bristol office however the Consultant will be able to work remotely part of the time. Responsibilities * Support with the design and implementation of the ERP roadmap in line with Stirling Dynamics business strategy
AI Engineer - Contract (Remote, UK based) - EdTech - 4-6 Months + Possible Extension - £350-375 p/d outside IR35 A UK-based EdTech Start-Up is hiring an experienced contract AI Engineer to help build the next generation of their intelligent assessment systems. Used by awarding bodies and training providers, you'll work across backend services, LLM workflows, evaluation pipelines, and agentic automation. You will deliver scalable AI features that improve the accuracy, consistency, and speed of skills and knowledge evaluation. This role suits someone who enjoys autonomy, works well in a pragmatic environment, and is confident making technical decisions without fully defined specs.
AI Engineer - Contract (Remote, UK based) - EdTech - 4-6 Months + Possible Extension - £350-375 p/d outside IR35 A UK-based EdTech Start-Up is hiring an experienced contract AI Engineer to help build the next generation of their intelligent assessment systems. Used by awarding bodies and training providers, you'll work across backend services, LLM workflows, evaluation pipelines, and agentic automation. You will deliver scalable AI features that improve the accuracy, consistency, and speed of skills and knowledge evaluation. This role suits someone who enjoys autonomy, works well in a pragmatic environment, and is confident making technical decisions without fully defined specs.
Salary: £66,379 - £82,974 DOE + Benefits + Profit Share Bonus Fully office based in Hythe, Kent We care deeply about inclusive working practices and diverse teams. If you'd prefer to work full-time, part-time or as a job-share, we'll facilitate this wherever we can - whether to help you meet other commitments or to help you strike a great work-life balance. About At Holiday Extras, were creating a workplace where everyone can thrive, build their careers and reach their limitless potential. As a Sunday Times Best Place to Work 2025, were proud to offer a world of benefits designed to enhance your lifestyle and well-being. By joining our team, youll feel supported and rewarded every day. Were looking for a Lead Technical Product Manager to act as the Area Product Owner for our Supply & Partner requirement area.
Salary: £66,379 - £82,974 DOE + Benefits + Profit Share Bonus Fully office based in Hythe, Kent We care deeply about inclusive working practices and diverse teams. If you'd prefer to work full-time, part-time or as a job-share, we'll facilitate this wherever we can - whether to help you meet other commitments or to help you strike a great work-life balance. About At Holiday Extras, were creating a workplace where everyone can thrive, build their careers and reach their limitless potential. As a Sunday Times Best Place to Work 2025, were proud to offer a world of benefits designed to enhance your lifestyle and well-being. By joining our team, youll feel supported and rewarded every day. Were looking for a Lead Technical Product Manager to act as the Area Product Owner for our Supply & Partner requirement area.
Senior Control and Instrumentation Engineer - G17 Senior Control & Instrumentation Engineer - G17 Location: Aberdeen - Hybrid/Remote working available Rate: Negotiable hourly rate - Must have LTD Company and Company insurances to apply. Applicants need to have the right to live and work in the UK Penspen are currently recruiting for an Onshore Ltd contract Senior Control & Instrumentation Engineer - G17 Role Purpose Provide senior-level technical leadership in control and instrumentation engineering across all project phases. Ensure safe, compliant, and efficient C&I designs, act as a subject matter expert, and support project delivery while mentoring junior engineers. Key Responsibilities * Lead preparation, review, and approval of C&I engineering deliverables (control philosophies, instrument datasheets, loop diagrams, C&E charts, specifications).
Senior Control and Instrumentation Engineer - G17 Senior Control & Instrumentation Engineer - G17 Location: Aberdeen - Hybrid/Remote working available Rate: Negotiable hourly rate - Must have LTD Company and Company insurances to apply. Applicants need to have the right to live and work in the UK Penspen are currently recruiting for an Onshore Ltd contract Senior Control & Instrumentation Engineer - G17 Role Purpose Provide senior-level technical leadership in control and instrumentation engineering across all project phases. Ensure safe, compliant, and efficient C&I designs, act as a subject matter expert, and support project delivery while mentoring junior engineers. Key Responsibilities * Lead preparation, review, and approval of C&I engineering deliverables (control philosophies, instrument datasheets, loop diagrams, C&E charts, specifications).
City: Kingston upon Hull Essential Home With a trusted portfolio of world-class Air Care, Surface, Laundry and Pest Control products, the Essential Home team's purpose is to Make a House Your Home. Fuelling this newly formed business and leadership team is a diverse and inclusive culture for all. Together, we're shaping a team with a founder mentality: that listens and learns, and that is entrepreneurial, agile, and action oriented. With high-quality brands such as Air Wick, Cillit Bang, Calgon and Mortein, now is an exciting time to join a dynamic company full of purpose, pace and energy, that will create a truly unique learning and career opportunity for all. Research & Development
City: Kingston upon Hull Essential Home With a trusted portfolio of world-class Air Care, Surface, Laundry and Pest Control products, the Essential Home team's purpose is to Make a House Your Home. Fuelling this newly formed business and leadership team is a diverse and inclusive culture for all. Together, we're shaping a team with a founder mentality: that listens and learns, and that is entrepreneurial, agile, and action oriented. With high-quality brands such as Air Wick, Cillit Bang, Calgon and Mortein, now is an exciting time to join a dynamic company full of purpose, pace and energy, that will create a truly unique learning and career opportunity for all. Research & Development
Programming | Survival Apply for this role Creative Assembly is looking for an Engine Programmer (up to Senior) to join our team to work on our new project, a sequel to Alien: Isolation. This role will be based at our studio in Horsham, UK and can be offered as hybrid/in-studio. Further details can be discussed during the recruitment process. This is an excellent opportunity for a talented programmer to join the team behind Alien: Isolation, Halo Wars 2 and the Total War franchise, to create thrilling game experiences in Unreal Engine 5 (UE5). We're building an agile team focused on continuous improvement and the ideal candidate will have a passion for learning, innovation and developing simple, powerful solutions to complicated problems.
Programming | Survival Apply for this role Creative Assembly is looking for an Engine Programmer (up to Senior) to join our team to work on our new project, a sequel to Alien: Isolation. This role will be based at our studio in Horsham, UK and can be offered as hybrid/in-studio. Further details can be discussed during the recruitment process. This is an excellent opportunity for a talented programmer to join the team behind Alien: Isolation, Halo Wars 2 and the Total War franchise, to create thrilling game experiences in Unreal Engine 5 (UE5). We're building an agile team focused on continuous improvement and the ideal candidate will have a passion for learning, innovation and developing simple, powerful solutions to complicated problems.
Margaret Howell is a contemporary British clothing designer who has worked successfully in mens and womens clothing for over five decades. Today, Margaret Howell clothes are sold worldwide with 12 directly operated shops in Europe, over 100 outlets in Japan and an established online business. We are seeking a highly organised and technically skilled individual with a strong understanding of IT systems to join our team as an IT Systems Assistant. This role involves providing hands-on support across company systems and applications, ensuring smooth integrations, and maintaining robust security standards. Its an excellent opportunity for someone eager to develop their expertise in IT operations, troubleshooting, and system administration within a fast-paced, collaborative environment. Location Head office/ Remote Hours Full-time - 35 hours, Monday - Friday
Margaret Howell is a contemporary British clothing designer who has worked successfully in mens and womens clothing for over five decades. Today, Margaret Howell clothes are sold worldwide with 12 directly operated shops in Europe, over 100 outlets in Japan and an established online business. We are seeking a highly organised and technically skilled individual with a strong understanding of IT systems to join our team as an IT Systems Assistant. This role involves providing hands-on support across company systems and applications, ensuring smooth integrations, and maintaining robust security standards. Its an excellent opportunity for someone eager to develop their expertise in IT operations, troubleshooting, and system administration within a fast-paced, collaborative environment. Location Head office/ Remote Hours Full-time - 35 hours, Monday - Friday
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Meta is seeking talented principal engineers to join our teams in building cutting-edge products that connect billions of people around the world. As a member of our team, you will manage complex technical problems, build new features, and improve existing products across various platforms, including mobile devices and web applications. Our teams are constantly pushing the boundaries of user experience, and we're looking for passionate individuals who can help us advance the way people connect globally. If you're interested in leading a world-class team of engineers and researchers to work on exciting projects that have significant impact, we encourage you to apply. * Drive the team's goals and technical direction to pursue opportunities that make your larger organization more efficient * Effectively communicate complex features and systems in detail
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PERL Software Developer
PERL Software Developer
Guidant Global
Stevenage, Hertfordshire, SG1 2DA
Up to £77 per hour ; (Umbrella)
As a trusted partner to the UK Ministry of Defence, our client is seeking an experienced Embedded Software Engineer with strong C programming skills and proficiency in PERL. In this role, youll be instrumental in developing and maintaining text-based templates that underpin Technical Publications authoring and publishing. Prior knowledge of the Technical Publications process is advantageous but not essential we value flexibility and a proactive approach to learning. Youll also have the opportunity to design and enhance applications and reporting tools across a range of technologies, including C#, SQL, Java, and PowerShell. If you thrive in a fast-paced environment and enjoy working across multiple coding disciplines, this is your chance to make a meaningful impact on mission-critical projects. * Code technical publication stylesheets using PERL language
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FTSE Russell | LSEG Technology FTSE Russell is a leading global provider of financial services, specializing in the creation and management of indexes, data, and analytic solutions. A subsidiary of the London Stock Exchange Group (LSEG), FTSE Russell supports investors worldwide in making informed decisions across asset classes, investment strategies, and market segments. Its products are trusted by institutional and retail investors, asset managers, and pension funds to benchmark performance, build investment portfolios, and manage risk. With a reputation for innovation, transparency, and robust governance, FTSE Russell plays a critical role in shaping global financial markets.
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Are you passionate about unlocking the power of data to drive innovation and transform businesses? Join our dynamic team as a Senior Data Engineer, where you'll lead the charge in crafting innovative solutions that leverage data for real-world impact. Collaborate with a team that values innovation, supports career growth, and fosters a collaborative and inclusive culture. We can offer great career progression opportunities, ability to be based anywhere across the UK, benefits which you can flex to meet your needs and training and development opportunities. * Collaborating on business requirements, low-level designs, and technical specifications. * Developing, testing, and deploying data integration and reporting processes. * Mentoring and supporting junior colleagues, while promoting best practices. * Driving issue resolution during testing and deployment phases.
Are you passionate about unlocking the power of data to drive innovation and transform businesses? Join our dynamic team as a Senior Data Engineer, where you'll lead the charge in crafting innovative solutions that leverage data for real-world impact. Collaborate with a team that values innovation, supports career growth, and fosters a collaborative and inclusive culture. We can offer great career progression opportunities, ability to be based anywhere across the UK, benefits which you can flex to meet your needs and training and development opportunities. * Collaborating on business requirements, low-level designs, and technical specifications. * Developing, testing, and deploying data integration and reporting processes. * Mentoring and supporting junior colleagues, while promoting best practices. * Driving issue resolution during testing and deployment phases.
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LSEG (London Stock Exchange Group) is more than a diversified global financial markets infrastructure and data business. We are dedicated, open-access partners with a dedication to excellence in delivering the services our customers expect from us. With extensive experience, deep knowledge and worldwide presence across financial markets, we enable businesses and economies around the world to fund innovation, manage risk and create jobs. Its how weve contributed to supporting the financial stability and growth of communities and economies globally for more than 300 years. Through a comprehensive suite of trusted financial market infrastructure services and our open-access model we provide the flexibility, stability and trust that enable our customers to pursue their ambitions with confidence and clarity.
LSEG (London Stock Exchange Group) is more than a diversified global financial markets infrastructure and data business. We are dedicated, open-access partners with a dedication to excellence in delivering the services our customers expect from us. With extensive experience, deep knowledge and worldwide presence across financial markets, we enable businesses and economies around the world to fund innovation, manage risk and create jobs. Its how weve contributed to supporting the financial stability and growth of communities and economies globally for more than 300 years. Through a comprehensive suite of trusted financial market infrastructure services and our open-access model we provide the flexibility, stability and trust that enable our customers to pursue their ambitions with confidence and clarity.
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Software Engineer / API / Microservices / Outside IR35 Brilliant opportunity available for a Senior Software Engineer, with experience of coding APIs/web services has become available with a business based in Oxfordshire. The role can be largely remote with up to once a week office work in Didcot and ideally starting mid December - early Jan. We need experience of - - Python or Rust are the preferred languages - Coding APIs/web services - Microservices - Ideally experience with Devops/Kubernetes and Azure Interviews can be scheduled right away with a view of starting mid December - early Jan Apply via the link below or email me with your CV (joss. Escott @ Roberthalf. co. uk) Robert Half Ltd acts as an employment business for temporary positions and an employment agency for permanent positions. Robert Half is committed to diversity, equity and inclusion.
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The Onyx Research Data Tech organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data, knowledge, and prediction to find new medicines. * Building a next-generation data experience for GSKs scientists, engineers, and decision-makers, increasing productivity and reducing time spent on data mechanics * Providing best-in-class AI/ML and data analysis environments to accelerate our predictive capabilities and attract top-tier talent * Aggressively engineering our data at scale to unlock the value of our combined data assets * Implementing scientific technology products that leverage the data and capabilities provisioned by Onyx
The Onyx Research Data Tech organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data, knowledge, and prediction to find new medicines. * Building a next-generation data experience for GSKs scientists, engineers, and decision-makers, increasing productivity and reducing time spent on data mechanics * Providing best-in-class AI/ML and data analysis environments to accelerate our predictive capabilities and attract top-tier talent * Aggressively engineering our data at scale to unlock the value of our combined data assets * Implementing scientific technology products that leverage the data and capabilities provisioned by Onyx
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Rate: £400/day (Outside IR35) Location: Wolverhampton - Hybrid (1 day on site) Contract Length: 8 weeks We are seeking a pragmatic, hands-on BI Engineer / ERP Data & Automation Specialist to fix and improve ERP data processes. This is not a heavy Data Engineer or Power BI dashboard role - it's about making Dynamics 365 data and automations work reliably for the business. Fix label-print automation triggered from SQL tables (BarTender or similar). Re-point automation triggers from NAV to Dynamics 365. Rebuild and improve broken order intake reporting logic. Implement change tracking using daily data snapshots (delta logic, deletion handling). Shape and load Dynamics 365 data into a lightweight SQL reporting table. Ensure ERP data "makes sense" for operational reporting. Hands-on experience with Dynamics 365 data (Finance / Supply Chain modules ideal).
Rate: £400/day (Outside IR35) Location: Wolverhampton - Hybrid (1 day on site) Contract Length: 8 weeks We are seeking a pragmatic, hands-on BI Engineer / ERP Data & Automation Specialist to fix and improve ERP data processes. This is not a heavy Data Engineer or Power BI dashboard role - it's about making Dynamics 365 data and automations work reliably for the business. Fix label-print automation triggered from SQL tables (BarTender or similar). Re-point automation triggers from NAV to Dynamics 365. Rebuild and improve broken order intake reporting logic. Implement change tracking using daily data snapshots (delta logic, deletion handling). Shape and load Dynamics 365 data into a lightweight SQL reporting table. Ensure ERP data "makes sense" for operational reporting. Hands-on experience with Dynamics 365 data (Finance / Supply Chain modules ideal).
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Back End Developer - DV Cleared - Hybrid - Various Locations
Back End Developer - DV Cleared - Hybrid - Various Locations
Experis
UK
£70000 - £120000 per annum + Excellent Benefits
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Back End Developer - Must have an Active DV Clearance - Hybrid Location: Bristol, London, Manchester or Cambridge Salary: £70,000 - £120,000 (depending on experience) We are seeking a skilled and motivated Back End Developer to support the digital transformation of Defence services. If you're passionate about solving complex technical challenges and building scalable, secure platforms in mission-critical environments, this is an excellent opportunity to make a real impact. You'll work with cross-functional teams including front-end developers, UX specialists, architects and stakeholders, building the infrastructure and services behind modern, cloud-native applications. * Developing end-to-end features as part of an agile, collaborative team
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Full Stack Developer (Space/Ground Segment Software)
Full Stack Developer (Space/Ground Segment Software)
Hays
Oxfordshire
£65000 - £95000 per annum + £65000 - £95000 + Package
Full Stack Developer (Space/Mission-Critical Systems/Ground Segment Software) Oxford - Hybrid 2 days per week in office. £65000 - £95000 Must Have's - Must possess an EU or Five Eyes passport (UK, US, Canada, New Zealand, Australia). - Has worked Full Stack with Java, Python or C++ paired with JS/TS, ideally React. - Must have worked on Mission-Critical Systems within the space sector or adjacent (e.g., defence, aviation, telecommunications, or automotive). Your new company This leading Space Technology provider is seeking 2 experienced Senior Full Stack Developers to join their expanding team. With a proven track record of successful missions and partnerships with major space agencies and commercial operators worldwide, this company is at the cutting edge of innovation.
Full Stack Developer (Space/Mission-Critical Systems/Ground Segment Software) Oxford - Hybrid 2 days per week in office. £65000 - £95000 Must Have's - Must possess an EU or Five Eyes passport (UK, US, Canada, New Zealand, Australia). - Has worked Full Stack with Java, Python or C++ paired with JS/TS, ideally React. - Must have worked on Mission-Critical Systems within the space sector or adjacent (e.g., defence, aviation, telecommunications, or automotive). Your new company This leading Space Technology provider is seeking 2 experienced Senior Full Stack Developers to join their expanding team. With a proven track record of successful missions and partnerships with major space agencies and commercial operators worldwide, this company is at the cutting edge of innovation.
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We are looking for passionate and skilled software engineers who have exceptional problem solving and critical thinking skills, analytical with high attention to detail, and self-motivated! Salary: up to £65,000 depending on experience Dynamic (hybrid) working: 5 days per week on-site, due to workload classification Security Clearance: British Citizen or a Dual UK national with British citizenship. Restrictions and/or limitations relating to nationality and/or rights to work may apply. As a minimum and after offer stage, all successful candidates will need to undergo HMG Basic Personnel Security Standard checks (BPSS), which are managed by the MBDA Personnel Security Team. * Company bonus: Up to £2,500 (based on company performance and will vary year to year) * Pension: maximum total (employer and employee) contribution of up to 14%
We are looking for passionate and skilled software engineers who have exceptional problem solving and critical thinking skills, analytical with high attention to detail, and self-motivated! Salary: up to £65,000 depending on experience Dynamic (hybrid) working: 5 days per week on-site, due to workload classification Security Clearance: British Citizen or a Dual UK national with British citizenship. Restrictions and/or limitations relating to nationality and/or rights to work may apply. As a minimum and after offer stage, all successful candidates will need to undergo HMG Basic Personnel Security Standard checks (BPSS), which are managed by the MBDA Personnel Security Team. * Company bonus: Up to £2,500 (based on company performance and will vary year to year) * Pension: maximum total (employer and employee) contribution of up to 14%
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This role demands skills and perseverance to modernise tech stacks and data pipelines of well established StarMine Quant models in Python to provided specifications, and to build brand-new quantitative/predictive models with help of machine learning algorithms working in collaboration with our data science and Research teams. Build data pipelines to break down complicated calculations into stages. * We engage with product owners, architects and other specialists to craft and build sophisticated, world-class analytics models to address our customer needs. * Building and maintaining efficient, reusable, reliable and secure enterprise software, adhering to company standards. * We Demonstrate a consistent focus on quality, ensuring that our team delivers robust software through the creation and execution of automated unit + integration tests, and documentation.
This role demands skills and perseverance to modernise tech stacks and data pipelines of well established StarMine Quant models in Python to provided specifications, and to build brand-new quantitative/predictive models with help of machine learning algorithms working in collaboration with our data science and Research teams. Build data pipelines to break down complicated calculations into stages. * We engage with product owners, architects and other specialists to craft and build sophisticated, world-class analytics models to address our customer needs. * Building and maintaining efficient, reusable, reliable and secure enterprise software, adhering to company standards. * We Demonstrate a consistent focus on quality, ensuring that our team delivers robust software through the creation and execution of automated unit + integration tests, and documentation.