Machine Learning Engineer
4 weeks ago
Machine Learning Engineer page is loaded Machine Learning Engineer
Apply locations London, United Kingdom Warsaw, Poland Reading, Berkshire, United Kingdom Cambridge, United Kingdom Brighton, East Sussex, United Kingdom time type Full time posted on Posted 3 Days Ago job requisition id R1406645 Machine Learning Engineer
The Analytics Centre of Excellence (ACOE) is positively impacting patient lives through the anticipation and delivery of Decision Intelligence solutions that increase clinical trial success, shorten drug development timelines, and reduce costs in bringing new drugs to market, getting much-needed drugs to patients faster through successful clinical trial delivery.
In trial strategy, we are using Machine Learning (ML) to recommend countries and clinical trial sites and accurately predict clinical study timelines. We are optimizing our patient outreach targeting and are predicting participant dropout. Further upstream in R&D we are predicting clinical trial outcomes, drug-protein interactions, repurposing drugs and even leveraging ML to optimize molecules.
Develop fit for purpose AIML models/algorithms/processes to address pharma/healthcare applications and innovative products upon completion of prototypes followed by the building of production grade algorithms/automation engines for client deliverables. Facilitates the transformation of machine learning research domain expertise in the areas of human data into viable prototypes
Facilitates the development of features of models on individual projects and/or products with guidance and support from others
Develops understanding of the creation of new algorithms through working alongside other Machine Learning Engineers and Machine Learning Research Scientists
Facilitates the building and training of new production grade algorithms that can learn from complex, high dimensionality data to uncover patterns from which machine learning models and applications can be developed
Uses a variety of techniques to improve the performance of individual natural language processing and/or machine learning algorithms
Facilitates the testing and validation of models to determine viability for deployment with guidance and support from others
Consult for internal and external clients, implement solution development and innovation to meet clients' needs, facilitate client AI project technical delivery
Master's Degree Master’s Degree in Machine Learning, Statistics, Computer Science, Physics, Math, or related field
Several years’ experience working on creating machine learning algorithms
Python (Scikit-learn, Tensor Flow, Pandas, NumPy, SciPy) SQL, Linux/mac command-line tools
Experience with building, testing, measuring, and deploying machine learning models in production
Familiarity with agile software development lifecycle (SCRUM, Kanban, etc.)
Previous experience of owning, maintaining, and enhancing software data products
Attention to clarity of code, ease of development, and correctness of implementations
Good knowledge of software development best practices including testing, continuous integration, and DevOps tools
Experience with clinical domain and with regulated data
Java, C++, Python, R, Go, Kubernetes,
Used Deep Neural Network libraries such as Tensor Flow or Pytorch
Knowledge of cloud systems such as AWS, Azure, GCP and containerization such as Docker
Knowledge of UX principles
With exposure across diverse geographies, capabilities, and vast therapeutic and information and technology areas, you can seek opportunities to change and grow without boundaries.
IQVIA is a strong advocate of diversity and inclusion in the workplace. We believe that a work environment that embraces diversity will give us a competitive advantage in the global marketplace and enhance our success. We believe that an inclusive and respectful workplace culture fosters a sense of belonging among our employees, builds a stronger team, and allows individual employees the opportunity to maximize their personal potential.
IQVIA is a leading global provider of advanced analytics, technology solutions and clinical research services to the life sciences industry. We believe in pushing the boundaries of human science and data science to make the biggest impact possible – to help our customers create a healthier world. Senior Data Scientist - RStudio
locations Brighton, East Sussex, United Kingdom time type Full time posted on Posted 21 Days Ago IQVIA is a world leader in using data, technology, advanced analytics, and expertise to help customers drive healthcare – and human health – forward. Together with the companies we serve, we are enabling a more modern, more effective and more efficient healthcare system, and creating breakthrough solutions that transform business and patient outcomes.
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