Develop machine learning algorithms and models for healthcare applications, transitioning from prototypes to production-grade solutions. Collaborate with stakeholders to ensure viability and performance of models, consulting on AI project delivery to meet client needs.
Job Overview
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 delivables. Test for viability in order to deliver final products to clients. Able to bring newly researched ideas to reality quickly and on a large scale. Design, build, test, and deliver products from post-prototype to client delivery.
Essential Functions
- Supporting development of generative AI solutions in the life sciences domain
- Fine-tuning pre-trained foundation models and supporting different stakeholders with analysis and implementation
- 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 in order to uncover patterns from which machine learning models and applications can be developed
- Uses a variety of techniques in order 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
Qualifications
- 2-4 years of commercial experience working on creating machine learning algorithms
- Demonstrated ability to apply an engineering mindset to problem-solving
- Extensive programming experience using Python
- Experience working with large, real world datasets
- Master's Degree in Machine Learning, Statistics, Computer Science, Physics, Math, or related field
- Good commercial awareness/business judgement and an interest in the healthcare industry
- Good project management, time management and organisational skills; eagerness to work with internal and client business owners to ensure they are asking the right questions
IQVIA is a leading global provider of clinical research services, commercial insights and healthcare intelligence to the life sciences and healthcare industries. We create intelligent connections to accelerate the development and commercialization of innovative medical treatments to help improve patient outcomes and population health worldwide. Learn more at https://jobs.iqvia.com
Top Skills
AI
Algorithms
Data Analysis
Machine Learning
Natural Language Processing
Project Management
Python
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