Principal AI/ML Engineer

Site Name: India - Karnataka - Bengaluru Posted Date: Nov 18 2024 At GSK, we are dedicated to improving the quality of human life by enabling people to do more, feel better, and live longer. As a global leader in pharmaceuticals and healthcare, we have a rich history dating back to the 19th century and a relentless commitment to advancing healthcare for the betterment of humanity. Our Mission: Our mission is to help people around the world do more, feel better, and live longer. We achieve this by researching, developing, and providing innovative medicines, vaccines, and consumer healthcare products. Our dedication to scientific excellence and ethical practices guides everything we do. Requirements : Bachelors / Masters degree in computer science, Engineering, Math, Statistics, or a related STEM field with equivalent experience 10+ years of experience in a technical engineering role including 5+ years focused on AI/ML solutions delivery Demonstrated experience leading and implementing AI/ML projects from ideation to delivery and evaluation Demonstrable proficiency in cloud AI platforms and services (Azure, AWS, GCP, etc.) Preferred to know Azure Open AI, AI Search, Cosmos Vector DB, GCP Vertex AI Demonstrable proficiency in Gen AI solution pipeline engineering, RAG, Evaluations Experience in generative AI techniques such as GANs and VAEs. Familiarity with computer vision and image generation using AI Demonstrable proficiency in Large Language Modeling and Transformer Architectures (BERT, GPT, etc.) Demonstrable proficiency in AI/ML engineering systems with Python Demonstrable proficiency of AI/ML frameworks and tools (MLFlow, TensorFLow, PyTorch, JAX) Skills in data preprocessing and feature engineering for AI model training Strong understanding of neural network architectures and optimization techniques. Experience in healthcare (AI) / Biopharma (AI) preferrable Experience working with cross-functional and distributed teams in a global and diverse environment Experience in mentoring and coaching AI/ML talent Experience in establishing AI/ML best practices, standards, and ethics A proven track record of delivering high-impact AI/ML solutions for real-world problems and use cases Experience in deploying AI models into production environments A portfolio of AI/ML publications, patents, or awards Demonstrated superior written and verbal presentation skills with a wide range of size and types of audiences including executive leadership Proven excellent communication, presentation, and interpersonal skills, with the ability to explain complex AI/ML concepts and results to technical and non-technical audiences Why GSK Uniting science, technology and talent to get ahead of disease together. GSK is a global biopharma company with a special purpose - to unite science, technology and talent to get ahead of disease together - so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns - as an organisation where people can thrive. We prevent and treat disease with vaccines, specialty and general medicines. We focus on the science of the immune system and the use of new platform and data technologies, investing in four core therapeutic areas (infectious diseases, HIV, respiratory/ immunology and oncology). Our success absolutely depends on our people. While getting ahead of disease together is about our ambition for patients and shareholders, it's also about making GSK a place where people can thrive. We want GSK to be a place where people feel inspired, encouraged and challenged to be the best they can be. A place where they can be themselves - feeling welcome, valued, and included. Where they can keep growing and look after their wellbeing. So, if you share our ambition, join us at this exciting moment in our journey to get Ahead Together. Important notice to Employment businesses/ Agencies GSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK's commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. 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