AI Infra lead at Honeycomb Insurance

Tel Aviv-Yafo, Tel Aviv District, Israel

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

InsuranceIndustries

Requirements

7+ years of experience in ML/AI infrastructure, MLOps, or data engineering
At least 2–3 years in a technical leadership role
Proven experience architecting and deploying production ML/AI systems at scale
Deep understanding of data pipelines, feature stores, and distributed compute environments
Expertise with modern ML infrastructure (e.g., GCP, Kubernetes, Docker, Dagster, MLFlow, TorchServe, BentoML)
Strong background in Python and experience with large-scale systems and automation
Hands-on experience with CI/CD for ML and infrastructure-as-code (Terraform or equivalent)
Track record of leading engineering teams, setting technical direction, and driving execution

Responsibilities

Define the AI Infra Roadmap: Set the technical strategy for AI/ML infrastructure, including feature stores, large-scale data pipelines, and model training/serving platforms
Build Scalable Systems: Architect and oversee the development of robust, real-time and batch ML pipelines (Dagster or equivalent), ensuring reliability, efficiency, and flexibility
Productionize Models: Partner with ML researchers and product teams to bring advanced AI models (vision, LLMs, agentic workflows) from prototype to production
Lead & Mentor Engineers: Provide technical leadership and mentorship to ML and data engineers, establishing best practices in infrastructure design, coding standards, and operational excellence
Optimize Compute & Cost: Own the efficient use of compute resources (GPU/CPU/memory) across GCP and hybrid environments, balancing performance with cost
Champion Reliability & Monitoring: Establish automated monitoring, observability, and drift detection systems to keep models performant and trustworthy at scale
Drive Innovation: Continuously evaluate and integrate emerging infrastructure technologies that can give Honeycomb’s AI platform a competitive edge

Skills

AI Infrastructure

Machine Learning

Generative AI

ML Engineering

Data Engineering

Feature Store

Data Pipelines

Training Environments

Serving Environments

Platform Reliability

Honeycomb Insurance

Real estate insurance for property owners

About Honeycomb Insurance

Honeycomb Insurance simplifies real estate insurance for condo associations, homeowners associations (HOAs), building owners, property managers, and developers. The company provides instant quotes and cost savings of up to 40% by using advanced technology and expert advice. Unlike competitors, Honeycomb focuses on a people-centered, tech-driven approach that streamlines the insurance process. Its goal is to make real estate insurance more efficient and accessible for a diverse range of clients.

Chicago, IllinoisHeadquarters

2019Year Founded

$53.2MTotal Funding

SERIES_BCompany Stage

AI & Machine Learning, Financial ServicesIndustries

51-200Employees