Assoc Director, Data Scientist

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Job Description

Gileads AI Research Center(ARC) is looking for a Principal Data Scientist to spearhead the adoption of AI/ML and transform our clinical development processes. This is a pivotal role where you will provide key thought leadership and drive our strategic vision for advanced analytics with the goal of optimizing clinical trials enhancing data-driven decision-making and providing support for Real-World Evidence (RWE) Clinical Pharmacology and Biomarkers initiatives.

You will be a thought leader in applying AI/ML to real-world clinical challenges taking deep involvement in all stages of technical developmentfrom coding and configuring compute environments to model evaluation review and architecture design. Youll work closely with a variety of cross-functional teams including architects data engineers and product managers to scope develop and operationalize our AI-driven applications with a specific focus on leveraging AI/ML to advance insights within RWE Clinical Pharmacology and Biomarkers.

Responsibilities:

• Innovate and Strategize:Spearhead the strategic vision for leveraging AI/ML within clinical development. Youll partner with cross-functional leaders to identify high-impact opportunities and design innovative solutions that transform how we conduct trials and make data-driven decisions.
• Lead with Expertise:Guide the full lifecycle of machine learning models from initial concept to real-world application. This includes architecting scalable solutions hands-on algorithm development and ensuring models are rigorously evaluated and operationalized for use in RWE Clinical Pharmacology and Biomarkers.
• Mentor and Empower:Act as a force multiplier for our data science team. Youll coach and mentor senior and junior data scientists fostering a culture of technical excellence and continuous learning.
• Translate and Execute:Serve as a bridge between technical teams and business stakeholders. Youll translate complex business challenges into precise data science problems and in a product manager-like role drive the development of these solutions from proof-of-concept to production.
• Drive Breakthroughs:Research and develop cutting-edge algorithms to solve critical challenges. This could involve using NLP for patient insights computer vision for biomarker analysis or predictive models to optimize trial logistics. Youll be at the forefront of applying these techniques in a biotech context.
• Build the Foundation:Design and implement the technical and process building blocks needed to scale our AI/ML capabilities. This includes working with IT partners to curate and operationalize the datasets essential for fueling our analytical pipelines.
• Influence and Advise:Interface directly with internal stakeholders acting as a trusted advisor to help them understand the potential of advanced analytics and apply data-driven approaches to optimize clinical trial operations.
• Stay Ahead:Continuously monitor the landscape of machine learning and biopharmaceutical innovation. Youll ensure our team is leveraging the latest state-of-the-art techniques to maintain a competitive edge.

Technical Skills:

• Advanced Model Development & Operationalization:Deep expertise in developing deploying and managing complex machine learning and deep learning algorithms at scale. This includes a profound understanding of model evaluation scoring methodologies and mitigation of model bias to ensure robust ethical and reliable outcomes.
• Data & Computational Proficiency:Fluent inPython or RandSQL with hands-on experience in building and optimizing data pipelines for analytical and model development purposes.
• Cloud-Native AI/ML:Demonstrated experience withCloud DevOps on AWSas it pertains to the entire data science lifecycle from data ingestion to model serving and monitoring.
• Translational Research:Proven ability to translate foundational AI/ML research into functional production-ready packages and applications that directly support strategic initiatives in areas likeRWE Clinical Pharmacology and Biomarkers.

Basic Qualifications:

• Doctorate and 5 years of relevant experience OR
• Masters and 8 years of relevant experience OR
• Bachelors and 10 years of relevant experience

Preferred Qualifications:

• Ability to translate stakeholder needs into clear technical requirements including those related toRWE Clinical Pharmacology and Biomarkers.
• Skill in scoping project requirements and developing timelines.
• Knowledge of product management principles.
• Experience with code management usingGit.
• Strong technical documentation skills.

Join us at the AI Research Center to shape the future of clinical development with groundbreaking AI/ML solutions and contribute to advancements inRWE Clinical Pharmacology and Biomarkers!

The salary range for this position is:

Gilead considers a variety of factors when determining base compensation including experience qualifications and geographic location. These considerations mean actual compensation will vary. This position may also be eligible for a discretionary annual bonus discretionary stock-based long-term incentives (eligibility may vary based on role) paid time off and a benefits package. Benefits include company-sponsored medical dental vision and life insurance plans*.

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Eligible employees may participate in benefit plans subject to the terms and conditions of the applicable plans.

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