Senior ML Software Engineer

Reposted Yesterday
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Tel Aviv, ISR
In-Office
Senior level
Artificial Intelligence • Insurance • Machine Learning • Real Estate
The Role
Build and own backend systems, APIs, and infrastructure for end-to-end ML workflows (data, training, deployment). Develop LLM/agentic workflow tooling, ensure scalability, reliability, and cost efficiency, and partner with data scientists to iterate on platform capabilities and observability.
Summary Generated by Built In
Honeycomb

At Honeycomb, we're not just building technology, we’re reshaping the future of insurance. 

In 2025, Honeycomb was recognized by Dun & Bradstreet as “Top 10 Best Start Up Companies to Work For” in Israel and named by LinkedIn as “Top 10 Startups in Chicago”.

How did we earn these honors?

Honeycomb is a rapidly growing global startup, generously backed by top-tier investors and powered by an exceptional team of thinkers, builders, and problem-solvers. Dual-headquartered in Chicago and Tel Aviv (R&D center), and with 5 offices across the U.S., we are reinventing the commercial real estate insurance industry, an industry long overdue for disruption. Just as importantly, we ensure every employee feels deeply connected to our mission and one another.

With over $55B in insured assets, Honeycomb operates across 20+ major states, covering 60% of the U.S. population and increasing its coverage.

If you’re looking for a place where innovation is celebrated, culture actually means something, and smart people challenge you to be better every day - Honeycomb might be exactly what you’ve been looking for.

About The Role:

We’re hiring a Senior ML Software Engineer to build and own the foundations that enable our data science teams to ship ML and GenAI systems to production. You’ll develop core capabilities such as data/feature pipelines, training and evaluation infrastructure, and model/agent serving.

What You’ll Do
  • Build and own backend systems and APIs that support end-to-end ML workflows (data → training → deploy).
  • Design for performance, scalability, reliability, and cost in production ML environments.
  • Develop infrastructure for LLM/agentic workflows (tool execution, retrieval, evaluation, observability).
  • Partner closely with data scientists to iterate on platform capabilities and developer experience.
  • Drive Innovation: Continuously evaluate and integrate emerging infrastructure technologies that can give Honeycomb’s AI platform a competitive edge.

Basic Requirements

  • 5+ years in data/backend engineering. 
  • Strong background in Python and experience with large-scale systems and automation.
  • Strong system design and API development skills.
  • Experience with containerized environments such as Docker and Kubernetes
  • Strong communication skills and ability to collaborate across engineering, data science, and product teams.
Nice to Have
  • Production experience with vision models.
  • Experience architecting and deploying production ML/AI systems at scale
  • GCP experience (especially BigQuery).
  • Experience with pipeline orchestration frameworks (Airflow, Prefect or Dagster)

Honeycomb Insurance Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Honeycomb Insurance and has not been reviewed or approved by Honeycomb Insurance.

  • Healthcare Strength Employees receive comprehensive medical, dental, and vision coverage, including 100% premium coverage for employees and additional support such as an HSA with company contributions.
  • Flexible Benefits A broad set of allowances and reimbursements is described, including a $600 annual perk allowance and support for home office setup plus monthly internet/phone/co-working reimbursements.
  • Equity Value & Accessibility Equity is positioned as a meaningful part of total rewards through stock options/RSUs with multi-year vesting, framed as valuable in a growth-stage company context.

Honeycomb Insurance Insights

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The Company
Chicago, Illinois
190 Employees
Year Founded: 2019

What We Do

Honeycomb was built to disrupt the real estate insurance industry. Using Artificial Intelligence and computer vision, we offer apartment buildings, condominium associations and single-family rental dwellings perfectly customized policies at unbeatable rates. Our digitally-native platform makes purchasing insurance an easy and transparent process for property owners, property managers associations directors, and retail agents.

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