Devops Engineer at Hatch

United States

Hatch Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI, TechnologyIndustries

Requirements

  • 7+ years of experience in DevOps, SRE, or platform engineering roles in high-growth environments
  • Deep expertise in AWS infrastructure and services, including networking, IAM, ECS/EKS, and serverless computing
  • Strong experience with infrastructure-as-code (Terraform, Pulumi) and CI/CD tooling (GitHub Actions, ArgoCD, etc.)
  • Experience supporting machine learning teams or MLOps platforms (e.g. model training pipelines, feature stores, model registry, online inference)
  • Strong knowledge of container orchestration (Kubernetes preferred) and observability stacks (Datadog, Prometheus, Grafana)
  • Proven ability to lead architectural conversations and drive large-scale infrastructure improvements
  • A bias toward simplicity, security, and reliability — you know when to build fast and when to build right

Responsibilities

  • Own the design and evolution of cloud infrastructure (primarily AWS) using infrastructure-as-code tools like Terraform or Pulumi
  • Architect systems that support the compute-heavy and storage-intensive needs of machine learning and data processing pipelines
  • Manage scalable, secure, and cost-efficient environments across dev, staging, and production
  • Collaborate with ML engineers to productionize models and manage workflows across training, testing, and deployment stages
  • Design infrastructure to support versioning, orchestration, and monitoring of ML models in production (e.g. using tools like MLflow, SageMaker, or custom pipelines)
  • Optimize data pipelines and model serving infrastructure for low-latency and high-throughput performance
  • Drive the strategy for observability, logging, and alerting across distributed systems
  • Lead incident response, root cause analysis, and system hardening for long-term resiliency
  • Implement best practices for infrastructure security, container hardening, and network architecture
  • Partner with engineering teams to bake DevOps best practices into the development lifecycle
  • Build tooling and automation that improves developer velocity, release stability, and system transparency
  • Mentor other engineers and establish infrastructure standards across teams

Skills

AWS
Terraform
Pulumi
MLflow
SageMaker
Infrastructure as Code
ML Pipelines
Observability
Logging
Alerting
Container Hardening

Hatch

Develops technology for improving sleep quality

About Hatch

Hatch focuses on enhancing sleep quality through technology-driven devices suitable for all ages, from newborns to adults. Their main products, Hatch Rest and Hatch Restore, are designed to help families improve their sleep, and they have already assisted over half a million families. Hatch sells its products directly to consumers via its website and offers a subscription service that provides tailored sleep solutions, including personalized routines and exclusive content for better sleep hygiene. What sets Hatch apart from competitors is its emphasis on user-friendly technology that integrates easily into daily life, along with a 60-night money-back guarantee and a one-year warranty, which helps build customer trust. The company's goal is to make sleep easier and more effective for everyone.

Menlo Park, CaliforniaHeadquarters
2014Year Founded
$26.4MTotal Funding
SERIES_BCompany Stage
Consumer Software, Consumer GoodsIndustries
201-500Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
401(k) Company Match
Parental Leave
Mental Health Support
Family Planning Benefits
Remote Work Options
Home Office Stipend
Phone/Internet Stipend
Company Equity

Risks

Increased competition in the sleep technology market could erode Hatch's market share.
Consumer privacy concerns may impact Hatch's subscription service.
Supply chain disruptions could delay product launches like Restore 3.

Differentiation

Hatch offers innovative, all-in-one sleep solutions for all age groups.
The company provides a 60-night money-back guarantee and a one-year product warranty.
Hatch's products integrate seamlessly into daily routines with user-friendly technology.

Upsides

Growing interest in sleep technology among millennials and Gen Z boosts Hatch's market.
Hatch's new Restore 3 offers a phone-free, customizable sleep experience.
Rising awareness of sleep's importance for mental health increases demand for Hatch products.

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