Director of AI Optimization and Productization - R&D Data Science & Digital Health at Johnson & Johnson

High Wycombe, England, United Kingdom

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Pharmaceuticals, MedTechIndustries

Requirements

Advanced degree (PhD or Master’s) in Computer Science, Machine Learning, Biomedical Engineering, or a related field
Additional training or certification in MLOps, AI optimization, product life cycle management

Responsibilities

Collaborate with AI scientists in DSDH, R&D partners, and JJT to optimize AI models for large-scale training, inference performance, and their deployment in AI products
Guide and supervise the productization of AI models into applications deployed within R&D or clinical trials for discovery, biomarkers, and clinical endpoints
Oversee the use of enterprise MLOps frameworks within DSDH in close collaboration with JJT, following company best practices and frameworks and managing the life cycle of DSDH AI models
Actively model and plan for compute capacity across DSDH projects, in partnership with the DSDH Data Strategy & Platform team and JJT
Work closely with DSDH, JJT, therapeutic areas, functions, and senior stakeholders across the enterprise to promote cross-functional collaboration and stakeholder engagement
Attract, grow, and lead a high-performing technical team focused on AI optimization, productization, and life cycle management
Mentor junior team members and foster a culture of continuous learning

Skills

Key technologies and capabilities for this role

AIMachine LearningModel OptimizationAI DeploymentProductizationData ScienceDigital Health

Questions & Answers

Common questions about this position

What are the possible work locations for this position?

The position can be located in Titusville, NJ; Spring House, PA; La Jolla, CA; Cambridge, MA or London, United Kingdom.

How much travel is required for this role?

This position will require up to 25% travel.

What are the key responsibilities of this role?

The role involves collaborating with AI scientists to optimize AI models for large-scale training, inference performance, and deployment in AI products, as well as guiding the productization of AI models into applications.

What is the reporting structure for this position?

This role reports directly to the Vice President of AI/ML & Digital Health.

What experience is needed to succeed in this role?

An experienced technical, hands-on leader in AI optimization and productization is required, with expertise in leveraging MLOps and DevOps frameworks for AI development practices.

Johnson & Johnson

Healthcare products in pharmaceuticals and devices.

About Johnson & Johnson

Johnson & Johnson operates in the healthcare sector with three main areas: pharmaceuticals, medical devices, and consumer health products. In the pharmaceuticals segment, the company develops prescription drugs for various medical conditions such as cancer and infectious diseases. The medical devices segment provides products used in surgeries and other medical procedures, while the consumer health segment offers over-the-counter products, including baby care and personal health items. Johnson & Johnson generates revenue through direct sales and partnerships, and it invests significantly in research and development to create new products that meet the needs of consumers and healthcare providers. The company stands out from competitors by emphasizing diversity, equity, and inclusion in its workplace, fostering an environment where employees can share their perspectives. Its goal is to improve patient outcomes and enhance the overall health and well-being of individuals globally.

New Brunswick, New JerseyHeadquarters

1886Year Founded

IPOCompany Stage

HealthcareIndustries

10,001+Employees

Risks

J&J faces a class action lawsuit in Australia over ineffective cold and flu medications.

Former J&J executives joining other firms could lead to increased competition.

Ongoing legal battles, like the lawsuit against Cigna, pose financial liabilities for J&J.

Differentiation

J&J operates in three segments: pharmaceuticals, medical devices, and consumer health.

The company invests heavily in R&D for innovative medical solutions and products.

J&J is committed to diversity, equity, and inclusion in its workplace culture.

Upsides

J&J's collaboration with Helsinki University Hospital focuses on value-based healthcare models.

The rise of personalized medicine offers J&J opportunities in targeted therapies.

Increased focus on digital health solutions presents expansion opportunities for J&J.

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