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

Key technologies and capabilities for this role

AI InfrastructureMachine LearningGenerative AIML EngineeringData EngineeringFeature StoreData PipelinesTraining EnvironmentsServing EnvironmentsPlatform Reliability

Questions & Answers

Common questions about this position

What is the salary or compensation for the AI Infrastructure Lead role?

This information is not specified in the job description.

Is this AI Infrastructure Lead position remote or does it require office work?

This information is not specified in the job description.

What key skills and experiences are required for the AI Infrastructure Lead?

The role requires expertise in ML engineering, data engineering, platform reliability, architecting feature stores, data pipelines (e.g., Dagster), model training/serving platforms, and compute optimization in GCP and hybrid environments.

What is the company culture like at Honeycomb Insurance?

Honeycomb fosters a culture where innovation is celebrated, employees feel deeply connected to the mission and one another, and smart people challenge each other to be better every day; it was ranked by Newsweek as one of “America’s Greatest Startup Workplaces.”

What makes a strong candidate for the AI Infrastructure Lead position?

A strong candidate will have hands-on experience in AI/ML infrastructure, technical leadership skills to mentor engineers, and the ability to define roadmaps, productionize models, and optimize for reliability, security, and cost.

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

Benefits

Health Insurance

Stock Options

401(k) Retirement Plan

Unlimited Paid Time Off

Paid Holidays

Risks

Increased competition from other AI-driven insurtech firms could erode market share.

Regulatory challenges may arise as Honeycomb expands into new states.

Cybersecurity threats could compromise Honeycomb's technology and client data.

Differentiation

Honeycomb offers instant online condo building master policies, a unique market proposition.

The company uses AI to bypass traditional property inspections, enhancing efficiency.

Honeycomb's tech-driven model provides up to 40% cost savings for clients.

Upsides

Recent $36M Series B funding supports expansion and AI innovation.

Operating in 16 states, Honeycomb plans to triple insured assets next year.

AI-driven underwriting reduces costs and improves risk assessment accuracy.

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