PictorLabs Inc · 11 hours ago
Senior DevOps Engineer - AWS Cloud
United States
Full-time
Remote
Senior Level
7+ years expPictor Labs is the leading virtual staining company revolutionizing digital pathology adoption worldwide through cutting-edge AI-powered technology. The Senior DevOps Engineer - AWS Cloud will design, build, and maintain the cloud and edge infrastructure for the AI-driven virtual staining platform, ensuring it is secure, compliant, scalable, and performant.
Artificial Intelligence (AI)BiopharmaBiotechnologyHealth CareHealth DiagnosticsSoftware
Responsibilities
Design and maintain highly available, secure, and scalable cloud infrastructure on AWS using Infrastructure as Code (Terraform, CloudFormation)
Design and manage AWS services including EC2, S3, RDS, Lambda, EKS, VPC, IAM, API Gateway, CloudFront, and CloudWatch
Design infrastructure to support both cloud-based services and containerized edge deployments for Pictor Edge devices
Design and maintain inference infrastructure for large-scale pathology image processing and optimize GPU-accelerated workloads for production AI models (Deepstain, Restain, ClearStain)
Support model serving infrastructure (TorchServe, NVIDIA Triton, or similar) and set up data pipelines using Apache Kafka and AWS MSK
Implement and maintain SOC2 and HIPAA compliance controls across all infrastructure
Support FDA medical device software requirements including audit trails, access controls, and validation documentation
Manage Cloudflare services (CDN, DNS, WAF, SSL/TLS) and integrate security best practices across all infrastructure layers
Build and optimize CI/CD pipelines for efficient code delivery and automate infrastructure provisioning and deployment processes
Implement comprehensive monitoring and alerting using Cloud Watch, Prometheus, Grafana and ELK Stack
Establish SLAs and SLOs for production services, design disaster recovery procedures, and provide incident response for production systems
Partner with Software Engineering, ML Engineering, ML Research, and Edge Device teams
Qualification
Required
Bachelor's degree in Computer Science, Engineering, or related field (or equivalent practical experience)
7+ years of experience in DevOps, Cloud Operations, or Site Reliability Engineering with focus on AWS infrastructure
Demonstrated experience with SOC2, HIPAA, or FDA-regulated software environments
2+ years of hands-on experience with production AI/ML infrastructure and workloads
Strong proficiency with AWS services: EC2, S3, RDS, Lambda, EKS, VPC, IAM, CloudFront, CloudWatch, and AWS MSK
Expert-level experience with Infrastructure as Code tools (Terraform or CloudFormation)
Hands-on experience with Cloudflare services including CDN, DNS, WAF, and DDoS protection
Proven experience deploying and managing Apache Kafka or AWS MSK in production environments
Production experience with Docker containerization and Kubernetes orchestration (EKS)
Strong scripting abilities in Python and Bash for infrastructure automation
Experience with CI/CD tools such as GitHub Actions, GitLab CI, Jenkins, or CircleCI
Hands-on experience with monitoring and logging tools (Prometheus, Grafana, ELK Stack, CloudWatch)
Deep understanding of security best practices for cloud infrastructure, applications, and networking
Excellent problem-solving skills, meticulous attention to detail, and strong technical documentation skills
Preferred
AWS Certified Solutions Architect, DevOps Engineer, or Security Specialty certification
Experience with ML inference optimization and GPU-accelerated workloads
Knowledge of FDA 21 CFR Part 11 requirements and medical device software lifecycle
Experience deploying containerized applications to edge devices or on-premise infrastructure
Familiarity with NVIDIA GPU infrastructure and CUDA optimization
Experience with model serving frameworks (NVIDIA Triton, TorchServe, TensorFlow Serving)
Background in digital pathology, medical imaging, or healthcare technology
Experience with multi-cloud or hybrid cloud architectures and MLOps workflows
Company
PictorLabs Inc
Pictor Labs is The Virtual Staining Company enabling digital pathology adoption worldwide through AI-powered technology that delivers quality results in minutes while preserving tissue for comprehensive analysis.
11-50 employees
H1B Sponsorship
PictorLabs Inc has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (5)
2024 (1)
2022 (2)
Funding
Current Stage
Growth StageTotal Funding
$48.81MKey Investors
Insight Partners
2024-09-18Series B· $30M
2022-05-26Series A· $15.21M
2020-10-07Seed· $3.6M
Leadership Team
Yair Rivenson
Chief Executive Officer
Recent News
2025-09-24
Company data provided by crunchbase