Generative AI Platform Architect – Evinova
AstraZeneca8 months ago
Base Salary
$168k - $252k/yr
Responsibilities
- Architect and implement scalable AWS infrastructure for Generative AI and agentic systems in a multi-tenant SaaS environment.
- Establish governance frameworks, validation pathways, and Well Architected Framework practices for GenAI infrastructure and proofs of concept.
- Manage Kubernetes or ECS-based GenAI workflows and evaluate orchestration options including Argo, Kubeflow, ECS, and AgentCore.
- Create and govern GenAI data pipelines using Airflow or comparable tools.
- Automate infrastructure deployment and management with AWS CDK using TypeScript, Projen, and Argo CD.
- Monitor and optimize infrastructure for scalability, performance, cost efficiency, and risk mitigation.
- Conduct cost-benefit and performance analyses of AWS infrastructure and foundation models.
- Collaborate with engineering, design, product, science, and security teams to scale the platform across the organization.
Requirements
- HS diploma and 8 years of Engineering/IT solutions experience, or a BA/BS degree and 6 years of experience, or equivalent capabilities.
- Minimum of 10 years of experience in cloud infrastructure design and management roles.
- Deep understanding of the Data Science Lifecycle and experience shepherding data-science projects from inception through production.
- Expertise in TypeScript, AWS CDK, Projen, Argo CD, and other cloud infrastructure CI/CD tools.
- Strong familiarity with Python and extensive experience managing Kubernetes clusters and/or ECS for GenAI workflows.
- Strong understanding of foundation models, Generative AI solutions, AWS DevOps practices, and cloud architecture.
- Deep knowledge of AWS services including Bedrock, SageMaker, EC2, S3, RDS, and Lambda, with hands-on cloud-system design experience.
- Experience with microservices architecture, API design, database management, infrastructure monitoring, scalability, and cost optimization.
- Demonstrated ability to manage large-scale, complex projects and conduct performance and cost analyses of AWS infrastructure and ML/AI models.
- Strong written and verbal communication skills and ability to collaborate across disciplines.
Benefits
- Hybrid work arrangement with face-to-face collaboration in the office three days per week in Gaithersburg, Maryland.
- Comprehensive relocation packages are available for qualified candidates.
- 401(k) plan, paid vacation and holidays, paid leaves, and medical, prescription drug, dental, and vision coverage.
- Short-term incentive bonus opportunity and eligibility for an equity-based long-term incentive program for salaried roles.
Tech Stack
Categories
About AstraZeneca
AstraZeneca is a global biopharmaceutical company that discovers, develops, manufactures, and commercializes prescription medicines for patients and healthcare systems. Its portfolio spans oncology, cardiovascular, renal and metabolism, respiratory and immunology, and rare diseases (expanded by the 2021 acquisition of Alexion). Founded in 1999 and headquartered in Cambridge, UK, it is a public company listed on the London Stock Exchange and Nasdaq, generating revenue primarily from drug sales and partnerships.