Machine Learning Engineer
Machine Learning Engineer
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Job Description
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 postprototype to client delivery.
Essential Functions
- Supporting development of generative AI solutions in the life sciences domain
- Finetuning pretrained 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
- 24 years of commercial experience working on creating machine learning algorithms
- Demonstrated ability to apply an engineering mindset to problemsolving
- Extensive programming experience using Python
- Experience working with large real world datasets
- Masters 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 .
At IQVIA we believe that diversity inclusion and belonging empower our mission to accelerate innovation for a healthier world. We create a culture of belonging by valuing the perspectives of all talented employees worldwide and providing them with the opportunity to power smarter healthcare for everyone everywhere. When our talented employees bring their authentic selves and their diverse experiences to work they enable us to accomplish extraordinary things. Multifaceted thought processes spark innovation. Multitalented collaboration harnesses innovation to deliver superior outcomes.
Employment Type
Full-Time
