Senior AI / ML Engineer, Medical Imaging

About the role

Job Purpose As a Senior AI/ML Engineer, you'll play a key role in leveraging advanced machine learning (ML) and artificial intelligence (AI) techniques, as well as software engineering, to develop innovative solutions that drive business growth and enhance operational efficiency, while contributing to the advancement of our AI capabilities. A critical role at the heart of our development activities, you'll be involved in designing, implementing and optimizing models to solve complex problems from new capabilities to optimizing core processes. A team player, you'll collaborate with cross-functional teams to integrate AI/ML capabilities into production level cloud architecture, ensuring scalability, reliability, security, privacy and performance. Working remotely in the UK, you'll be a real enthusiast; passionate about technology with a strong analytical mindset and committed to staying at the forefront of AI/ML advances.

Responsibilities

• Cross functional collaboration
• Partners with scientists, domain experts, software engineers and product teams to define requirements.
• Supports product owners in refining user stories and defining acceptance criteria.
• Translates business requirements into technical AI solutions.
• Communicates complex technical concepts to technical and non-technical stakeholders.
• Technical leadership & mentorship
• Provides technical guidance and mentorship to junior engineers.
• Leads technical planning and execution of AI/ML initiatives.
• Reviews code and ML implementations from team members.
• Algorithm and software development
• Identifies state-of-the-art AI technique (ML, Deep Learning, genAI etc.) and the needed data sets, to solve business problems.
• Designs and develops AI and ML models to solve complex business problems and drives automation and efficiency improvements in our workflows.
• Responsible for algorithm design, development, implementation, testing, and documentation for medical imaging processing systems.
• Prepares data for AI models, including cleansing, transformation and feature engineering.
• Trains and fine tunes AI models, including the preparation of data sets, incorporating pre-processing and post-processing steps to further refine AI model output.
• Measures model accuracy.
• Follows the current state-of-the-art technology and best software engineering practices to implement AI models.
• Deployment and integration (MLOps)
• Collaborates with solution and application architects to ensure successful integration of AI models with enterprise platform and use in production.
• Identifies and addresses issues related to scalability, performance, security, privacy, and reliability of ML models.
• Works on deploying models in production environments, managing data pipelines, and ensuring scalability.
• Follows the current state-of-the-art technology and best software engineering practices to deploy AI models to production.
• Sets up and monitors performance (MLOps).
• Innovation & research application
• Stays current with AI/ML research advances and evaluates their practical applications.
• Identifies opportunities to improve existing systems with new techniques.
• Contributes to the company's intellectual property through innovative solutions.
• Publishes and presents work at conferences.
• Functional Competencies (Technical knowledge/Skills)
• Excellent understanding of machine learning algorithms, neural network, and statistical analysis
• Knowledge of MLOPs tools and practices for continuous integration/deployment of ML models
• Strong numerical/statistical background including image processing
• Strong programming skills in languages such as Python and/or C++
• Strong source code management skills with git
• Excellent interpersonal, verbal and written communication skills.
• Shows initiative and self-confidence, is adaptable and able to manage changing and evolving priorities
• Ability to work methodically in a fast-paced, time-sensitive environment
• Demonstratable ability to apply critical thinking to problems and tasks
• A flexible attitude with respect to work assignments and new learning.
• Ability to manage multiple and varied tasks with enthusiasm and prioritize workload with attention to detail.
• Ability to identify and implement process improvements.
• Proactively participates in skills improvement training and encourages their team to participate.
• Ability to coach and mentor colleagu

Benefits

Additional Information

We're on a mission to change the future of clinical research. At Perceptive, we help the biopharmaceutical industry bring medical treatments to the market, faster. Our mission is to change the world but to do this, we need people like you. What can we offer you? Apart from job satisfaction, we can offer you: YOURSELF - 25 days' holiday (with the option to buy more) HEALTH - Health Cash Plan - Optional private health, dental insurance, and health screens - Cycle to work scheme WEALTH - Generous pension scheme with up to 10% employer contribution - Life assurance - Season ticket loan

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