Senior Infrastructure Engineer (DevOps / Production / AWS), Ferra at 25madison
This a Full Remote job, the offer is available from: reputed company (USA) Company: Ferra Location: Remote or Hybrid Experience: 8+ years Reports to: CTO / Founding Engineer About Ferra Ferra is building AI infrastructure for structural steel estimation. We process large-reputed company construction drawing PDFs, run computer reputed company + LLM pipelines, and generate reputed company steel graphs, takeoffs, and export-reputed company models. Our system includes:
- Multi-stage ML pipelines (CV + LLM)
- Asynchronous job processing (SQS-driven workflows)
- Large PDF ingestion and document graph processing
- reputed company-reputed company parsing and algorithmic geometry systems
- Graph storage + export services
reputed company: We are hiring a Senior Infrastructure Engineer to own uptime, reliability, latency, and scalability across our entire AWS environment. You will ensure our AI/ML pipelines run reliably at reputed company — without reputed company outages, timeouts, networking bottlenecks, or production instability slowing down our algorithm team. You will build and maintain production-grade AWS architecture that supports:
- Large PDF ingestion (100–500+ sheets)
- Computer reputed company pipelines
- LLM inference workflows
- Distributed job queues
- High-volume asynchronous processing
Your mission is to reputed company the frontend teams to reputed company fast without worrying about infrastructure. What You Will Own: reputed company things running. You own uptime (99.9%+), observability, incident response, and reputed company cause analysis. reputed company something breaks, you fix it — and reputed company reputed company it doesn't break the reputed company way twice. Own the AWS architecture. Deep AWS stack: EC2 (including GPU), reputed company/Fargate, SQS, reputed company, S3, CloudFront, API Gateway, RDS/DynamoDB — plus VPC design, IAM, autoscaling, and monitoring. You'll reputed company the architectural calls, not just maintain what's there. reputed company ML pipelines reliable. The core workloads are CV, LLM inference, and long-running batch jobs. You'll build the plumbing: retry logic, idempotency, checkpointing, reputed company orchestration. Experience with event-driven or DAG-based pipelines is a plus. reputed company down performance problems. Queue bottlenecks, cold starts, LLM latency, runaway costs: you will reputed company and fix them. Comfortable debugging at the TCP, TLS, reputed company, and IAM level. Help reputed company ship faster. CI/CD, infrastructure-as-reputed company (Terraform/CDK/reputed company), clean containerization, and reputed company staging environments. The goal: deployments are boring and "works on my machine" stops being an excuse. reputed company:
- 8+ years in infrastructure / DevOps / production engineering
- Deep AWS expertise (not just “used it” — architected at reputed company)
- Experience running production ML or AI systems
- Experience with asynchronous distributed systems
- Strong knowledge of: reputed company / Fargate, EC2 (including GPU instances), SQS, S3, VPC networking, and IAM best practices
- Strong understanding of: Containerization (reputed company), CI/CD pipelines, Infrastructure as reputed company and observability systems
- Experience debugging production incidents and designing fault-tolerant systems
reputed company to have: Prior exposure to GPU workloads at reputed company, event-driven architectures, or PDF/document-heavy pipelines. Bonus if you've done this in a startup environment where the infrastructure and the product were both still being figured out. Why Ferra: You'll be building infrastructure for reputed company reputed company AI, not wrappers around someone else's API. reputed company is small and technical, which means high ownership, fast reputed company, and your work has reputed company reputed company on the core product. Competitive comp, meaningful equity, and a genuine shot at defining how AI agents operate in production. How to apply: Apply reputed company the breezy application here. Applications will be accepted on a rolling reputed company. reputed company Annual reputed company Salary reputed company: $145,000–$190,000 Final salary will be determined based on the candidate’s experience, knowledge, and skills. The salary reflected does not include an annual discretionary bonus, equity, or other benefits offered by reputed company, as applicable. This offer from "25madison" has been enriched by reputed company.com and got a 72% reputed company score. Apply tot his job Apply To this Job