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Evinova - Workflow Automation and Agentic Systems Lead

AstraZeneca
Gaithersburg, United Statesfull_timeVerifiedPosted 20 Dec 2024
💰 $225,607/yr($150,405/yr$225,607/yr)

About the role

Evinova delivers market-leading digital health solutions that are science-based, evidence-led and human experience-driven. Smart risks and quick decisions come together to accelerate innovation across the life sciences sector. Be part of a diverse team that pushes the boundaries of science by digitally empowering a deeper understanding of the patients we’re helping. Launch game-changing digital solutions that improve the patient experience and deliver better health outcomes. Together, we have the opportunity to combine deep scientific expertise with digital and artificial intelligence to serve the wider healthcare community and create new standards across the sector.  

The Machine Learning and Artificial Intelligence Operations team (ML/AI Ops) is a newly formed team of battle-tested and proven SaaS ML/AI developers and operators that will spearhead the design, creation, and operational excellence of our entire ML/AI data and computational AWS ecosystem to catalyze and accelerate science led innovations through our pharmaceutical clinical SaaS products.  

This team is responsible and accountable for the design, implementation, deployment, health and performance of all algorithms, models, ML/AI operations (MLOps, AIOps, and LLMOps) and Data Science Platform. We manage ML/AI and broader cloud resources, automating operations through infrastructure-as-code and CI/CD pipelines, and ensure best-in-class operations – striving to push even beyond mere compliance with industry standards such as Good Clinical Practices (GCP) and Good Machine Learning Practice (GMLP) 

On the human side of the equation, our team forges deep relationships across broader engineering, design, product and science organizations and are quitessential and consummate interdisciplinary teammates and collaborators that can build on our deep heritage within global pharmaceutical clinical trials to drive State-of-the-art (SOTA) AI product experiences with tangible and quantifiable product and business operations impact. 

As the Workflow Automation and Agentic Systems Lead in our team, you will lead the design and implementation of workflow automation and agentic systems across the organization. Specializing in AWS Services (such as Sagemaker, Bedrock, Lex, OpenSearch, etc.), you will utilize the latest frameworks and methodologies in Generative AI to develop advanced automation solutions. Your expertise in prompt engineering, RAG, and LLMOps tools like DSPy, Letta, LlamaIndex, and LangChain will be pivotal in enhancing our AI capabilities and driving innovation. 

This position requires a deep understanding of cloud-native ML/AI Ops methodologies and technologies, AWS infrastructure, and the unique demands of regulated industries, making it a cornerstone of our success in delivering impactful solutions to the pharmaceutical industry. 

Role & Team Key Responsibilities: 

Operational Excellence 

  • Lead by example in creating high-performance, mission-focused and interdisciplinary teams/culture founded on trust, mutual respect, growth mindsets, and an obsession for building extraordinary products with extraordinary people. 
  • Lead by example in using reactive firefighting to drive the creation of proactive capability and process enhancements that ensures enduring value creation and analytic compounding interest.  
  • Design and implement resilient cloud ML/AI operational

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Company

AstraZeneca

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