Senior Machine Learning Software Engineer

Stelle nicht auf LinkedIn

đź•’ vor 2 Monaten

🇬🇧 Vereinigtes Königreich – Remote

⏰ Vollzeit

đźź  Senior

🤖 Machine-Learning-Entwickler

đź‘» Geisterscore 23%

infoinfo

🗣️🇺🇸🇬🇧 Englisch erforderlich

Azure

Cloud

Cyber Security

Python

PyTorch

Tensorflow

C++

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Logo of Oxford Instruments plc

Oxford Instruments plc

1001 - 5000 Mitarbeiter

🏭 Fertigung

🏥 Gesundheitswesen

đź’Ľ Beratung

Manufacturing • Healthcare • Consulting

Oxford Instruments plc ist ein Unternehmen, das die Grenzen der Technologie erweitert und innovative Lösungen entwickelt, die es Kunden ermöglichen, Durchbrüche in verschiedenen Bereichen zu erzielen. Sie konzentrieren sich darauf, fortschrittliche Fertigungstechniken zu entwickeln und neue Bildgebungstechnologien zu erforschen, um außergewöhnliche Produkte anzubieten, die die digitale Vernetzung verbessern und die Entwicklung von zukünftigen Medikamenten und Gesundheits-technologien unterstützen. Ihr Engagement zur Bewältigung der größten Herausforderungen des 21. Jahrhunderts unterstreicht ihre Rolle als führend in wissenschaftlichen und industriellen Fortschritten.

Beschreibung

• Research, develop and deploy advanced machine learning solutions for image analysis, image processing, object detection and segmentation • Evaluate technical challenges and select effective ML approaches, including custom models or adapted state-of-the-art solutions • Explore emerging technologies and techniques to improve product capabilities • Design, develop and maintain robust software solutions using modern software engineering practices • Integrate machine learning algorithms into high-performance desktop applications • Contribute to the wider C++ application architecture and codebase • Participate in code reviews and development best practices • Profile and optimise model execution for CPU and GPU acceleration • Ensure efficient processing of large-scale 3D and 4D imaging datasets • Develop scalable and maintainable production-ready solutions • Provide technical guidance, mentoring and support to software engineers and test team members • Contribute to technical investigations and architectural decisions • Share knowledge and promote engineering excellence • Collaborate with software engineers, scientists, product managers and domain experts • Support product development from concept through deployment • Occasionally travel to other Oxford Instruments sites and customer locations when required

🎯 Anforderungen

• BSc / MSc in Computer Science, Data Science, Mathematics, Physics, Engineering or a related quantitative discipline, or equivalent industry experience • Experience in software engineering, machine learning development or advanced applied research • Proven experience delivering machine learning projects from concept through to production deployment • Strong software development background with object-oriented design principles • Experience researching, evaluating and implementing ML solutions for real-world business or scientific applications • Strong hands-on programming experience • Deep understanding of machine learning theory, mathematics and image processing principles • Strong knowledge of modern deep learning architectures including CNNs, U-Net and related computer vision frameworks • Production-level experience with PyTorch and/or TensorFlow • Experience building, training, evaluating and deploying machine learning models • Strong understanding of Python scientific and machine learning ecosystems • Expertise in object-oriented software design and development • Ability to independently research and implement innovative solutions to complex technical challenges • Research experience or publications in Computer Vision, Biomedical Image Analysis or Deep Learning (desirable) • Experience working with multidimensional image data, volumetric datasets or large-scale imaging systems (desirable) • Experience deploying ML models into production environments (desirable) • Knowledge of C++ software development (desirable) • Familiarity with Git and Azure DevOps (desirable) • Experience with cross-platform development (Windows and Mac) (desirable) • Exposure to cloud-based training workflows (desirable) • Understanding of cybersecurity principles (desirable) • Right to live and work in the UK at the time of application • Oxford Instruments Andor is unable to provide visa sponsorship

🏖️ Vorteile

• Private Medical Insurance (BUPA) for you and your dependants • Employee Assistance Programme • Mental Health First Aiders • Income Protection • Life Assurance and Personal Accident Insurance • Occupational Health Service • Company sick pay • Two paid volunteering days per year • 6% employer pension contribution • Share Incentive Plan • Leave Purchase Scheme • Cycle to Work Scheme • Car Salary Exchange Scheme • Technology Purchase Scheme • Employee Discount Scheme • Free On-site Parking • Professional qualification support • Accredited learning and development programmes • Career progression opportunities across the Oxford Instruments Group • Long Service Awards • 187.5 hours annual leave plus 9 customary holidays • Early finish every Friday • Enhanced maternity and paternity pay • Bereavement leave • Competitive salary

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