Responsibilities:
- Leadership: MLOps is a team sport, and we require a leader who can elevate everyone in the MLOps organization. While technical skills and vision are required, your leadership skills will take AI and machine learning from theoretical to operational, delivering tangible value to both customers and internal teams.
- Pipeline Management: Architect, implement, and maintain scalable ML pipelines, with seamless integration from data ingestion to production deployment.
- Model Monitoring: Lead the operationalization of machine learning models, ensuring hundreds of models are continuously monitored, retrained, and optimized in real-time environments
- Deployment: Deploy machine learning solutions in the cloud, securely and cost effectively.
- Reporting: Effectively communicate actionable insights across teams using both automatic (e.g., alerts) and non-automatic methods.
The type of game changing candidate we are looking for:
- Seasoned: Demonstrated experience successfully leading teams both formally and informally.
- Transparent: Willingness to identify and admit errors and seek out opportunities to continually improve both in their own work and across the team.
- Communication: MLOps is a central node in a complex system. Clear, actionable, and concise communication, both written and verbal is a must.
- Coaching and Team Advancement: An MLOps leader is continually developing team members and fostering a constant flow of communication and improvement across team members.
- Master's/PhD degree or a strong demonstration of technical expertise in Computer Science, Machine Learning, Data Science, or a related field
- Multiple years of direct extensive experience with AWS
- Multiple years of experience with MLOps monitoring and testing tools
- Ability to prioritize projects effectively once clear vision and goals are identified
- Excited to empower DS with tools, practices, and training that simplify MLOps enough for Data Science to increasingly practice MLOps on their own and own products in production.
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What We Do
Tackling a global health threat like antimicrobial resistance is not for the faint of heart, but the experienced and innovative team at Pattern Bioscience is on a mission to do it.
Each year, drug-resistant bacterial infections claim more than a million lives globally and cost our healthcare system billions of dollars. Traditional diagnostic methods for bacterial infections remain rooted in slow, cumbersome, decades-old technology that contributes to sub-optimal treatment and the misuse of broad-spectrum antibiotics.
The Pattern system is different. We’re developing the world’s only culture-free, rapid diagnostic technology that will reduce the time needed for pathogen identification (ID) and antibiotic susceptibility test (AST) results from days to hours. Our technology combines single-cell analysis of microorganisms with machine learning tools to deliver fast, clinically actionable information.
The result? Patients get the right treatment faster, to save lives, prevent side effects and reduce healthcare costs.
