--- title: 'Senior Machine Learning Engineer at HoneyBook' canonical: 'https://feeny.ai/job/senior-machine-learning-engineer-honeybook-tel-aviv-1qe4s1khfy3h' type: 'job' last_seen: '2026-09-09' --- # Senior Machine Learning Engineer at HoneyBook - **Company:** HoneyBook - **Location:** Tel Aviv, Israel - **Employment:** full-time - **Work type:** hybrid - **Posted:** 2026-06-03 - **Last confirmed live:** 2026-09-09 - **Apply:** https://jobs.ashbyhq.com/honeybook/59509ad0-ac4d-449c-860a-df5a70340913/application **Skills:** Python, LLM-based systems, Prompt management, Distributed systems, Event-driven architecture, Workflow orchestration, Batch processing, Streaming, MLOps tooling, Feature stores, Training pipelines, Model serving, SQL, Data warehouse, DBT, Snowflake > Join the Data team to build and maintain MLOps infrastructure, productionize LLM-based systems, and develop AI-powered Python microservices. The role involves owning initiatives end-to-end and collaborating with data scientists and product managers to ship scalable AI features. ## Job description HoneyBook is the leading AI-powered business management platform for service-based business owners. Designed to enhance - not replace - independent professionals. HoneyBook’s AI-powered tools help businesses attract leads, connect with clients, book projects, and manage payments more efficiently. With AI seamlessly integrated into every workflow, entrepreneurs can focus on their craft while scaling their businesses with confidence. Since its founding in 2013, HoneyBook has powered over 25 million client relationships and processed more than $12 billion in transactions, helping independent businesses grow faster and smarter. Our culture is built on five core values that inform everything we do. We encourage collaboration, feedback, ownership, and maintain a growth mindset. We know experience comes in many forms - some visible on your resume, others not. No one candidate will be a 100% perfect match to our description, so if you thrive in a fast-paced, intellectually curious environment and have relevant experience, we encourage you to apply. We're looking for a ML Engineer to join our Data team in Tel Aviv. Our team sits at the heart of HoneyBook's data stack - we build and maintain the infrastructure, pipelines, and AI-powered systems that DS, product, marketing and other stakeholders rely on to move fast and make smart decisions. What you'll work on: - Integrate and productionize LLM-based systems: from prompt registries and model gateways to agentic workflows - with a focus on reliability, observability, and cost efficiency. - Own our core MLOps infrastructure: build and maintain our feature store, vector database, training and monitoring tools, etc.- so DS and product teams can ship AI features without infrastructure becoming the bottleneck. - Build AI-powered Python microservices that integrate LLMs, scraping, pipelines and internal data into product features used by hundreds of thousands of businesses. - Collaborate deeply with data scientists, engineers and product managers to turn ideas into reliable, scalable ML systems, iterating quickly from prototype to production. - Own initiatives end-to-end: from design doc to production deployment, including monitoring, documentation, and handoff. Here is what is needed: - 4+ years of production engineering experience, with at least 3 years working on data-intensive systems in Python. - Mindset of ownership, curiosity, and can-do attitude in a fast‑moving environment. - Hands-on experience with LLM-based systems in production - prompt management, scale, cost optimization, latency, and reliability. - Distributed systems fluency - event-driven architecture, idempotency, backpressure, schema evolution. - Workflow orchestration experience, both batch and streaming. - Comfortable with ambiguity - scoping unclear requests, making speed vs. robustness tradeoffs, communicating transparently when things change. - Strong collaboration and communication skills in Hebrew and English Nice to have: - Experience with MLOps tooling (feature stores, training pipelines, model serving, or equivalent). - SQL and data warehouse fluency (DBT, Snowflake, or equivalent). The good stuff: Mission-driven: You'll be joining more than just another startup. Our members’ success is at the heart of everything we do. Impact: We move quickly and encourage every employee to push the envelope. Our best ideas come from out-of-the-box thinking and innovation; be ready to fail fast and often! Compensation: We offer a competitive salary and meaningful equity grants. Benefits & perks: From wellness programs to exceptional family leave policies, the health and happiness of our employees are foremost. Our core values: People come first: We prioritize people as we explore opportunities and work through challenges. Raise the bar: We push for greatness—for ourselves, each other, and our members. Own it: Trust and ownership let us make decisions with confidence. We love what we do: We bring passion to our work and love what we create for our members. Keep it real: Authenticity, respect, and transparency are at our core. The opportunity at HoneyBook is huge. Our primary customers today are creative businesses that generate $150M in revenue per year in the US. Founded in 2013, HoneyBook is based in San Francisco and Tel Aviv, has raised $498M, and is funded by Tiger Global Management, Norwest Venture Partners, Aleph, Hillsven Capital, OurCrowd, Durable Capital Partners LP, Vintage Investment Partners, Battery Ventures, Citi Ventures, Zeev Ventures, and 01 Advisors. Follow us on LinkedIn https://www.linkedin.com/company/honeybook/, BuiltIn https://builtin.com/company/honeybook and Instagram https://www.instagram.com/wearehoneybook/ to catch the latest stories about HoneyBook. Applicant Information When you apply for a job or an independent contractor/agent position with HoneyBook, we collect the information that you provide in connection with your application. This includes name, contact information, professional credentials and skills, educational and work history, and other information that may be included in a resume or provided during interviews (which may be recorded). This may also include demographic or diversity information that you voluntarily provide. We may also conduct background checks and receive related information. We use applicants’ information to facilitate our recruitment activities and process applications, including evaluating candidates and monitoring recruitment statistics. We use successful applicants’ information to administer the employment or independent contractor relationship. We may also use and disclose applicants’ information (a) to improve our Services, (b) as otherwise necessary to comply with relevant laws, (c) to respond to subpoenas or warrants served on HoneyBook, and (d) to protect and defend the rights or property of HoneyBook or others. Access our Privacy Policy https://www.honeybook.com/terms/privacy. ## About HoneyBook ## Company Overview - **One-liner**: HoneyBook provides an AI-powered client relationship management (CRM) and business management platform for independent service-based businesses. - **Entity Type**: Private (Growth Stage) - **Headquarters**: San Francisco, California, USA - **Founded**: 2013 - **Founders**: Naama Alon, Dror Shimoni, and Oz Alon ## Core Business - **Primary industry/industries**: Financial Technology (Fintech) / Software-as-a-Service (SaaS) for small businesses - **Target customers**: Independent professionals and small service-based businesses (e.g., photographers, event planners, florists, designers) — primarily B2B but serving the "business of one" - **Mission or purpose statement**: To empower the independent economy, giving anyone with a skill and the passion to pursue it what they need to build a fulfilling and sustainable livelihood. ## Products & Services - **HoneyBook CRM**: A client-centered platform that powers billions of client interactions through tools for attracting leads, connecting with clients, booking projects, and managing payments. - **HoneyBook Finance**: A suite including loans, checking accounts, and money management tools integrated into the platform. - **Automations & AI Tools**: Features that automate workflows and use AI to streamline processes like invoicing and client communication, saving business owners time. ## Market Standing - **Valuation/Market Cap**: Not publicly disclosed. - **Key Metric**: Over $11 billion in payments processed on the platform; members have built over 25 million client relationships. - **Notable Investors/Partners**: Investors include Battery Ventures, Bessemer Venture Partners, Norwest Venture Partners, and Aleph (among others). - **Growth Signals**: The company has expanded from simple invoicing to a full-stack financial platform (loans, checking). It has offices in San Francisco, New York, and Tel Aviv, and employs approximately 270 people. It has been consistently recognized as a top workplace by Fortune and Great Place to Work. ## Competitive Advantages - **Integrated Financial Stack**: Unlike simple invoicing tools, HoneyBook combines CRM, project management, and embedded financial services (loans, checking) into one platform, creating a sticky ecosystem for users. - **Vertical Focus**: Deep specialization on service-based small businesses (not general SMB) allows for tailored features that generalist tools lack. - **Data Moat**: With $11B+ in payments processed and millions of client relationships, the platform has a rich data advantage that powers its AI and automation features. ## Strategic Focus - **AI-First Platform**: Deeply integrating AI to automate administrative tasks, improve lead conversion, and streamline financial management. - **Financial Services Expansion**: Growing the HoneyBook Finance arm to become a primary financial hub for independent professionals (loans, banking). - **Scaling the Independent Economy**: Continuing to build tools and resources that help "businesses of one" scale to six or even seven figures. ## Why Work Here - **Award-Winning Culture**: Recognized by Fortune as a Best Workplace in the Bay Area (2025, 2026) and a Best Small Workplace (2021). 91% of employees say it’s a great place to work (vs. 57% typical U.S. company). - **Hybrid Work Model**: Employees work on-site 3 days a week with 2 days remote, balancing collaboration with flexibility. Offices in San Francisco, New York, and Tel Aviv. - **Mission-Driven**: Employees work on a product that directly helps small business owners achieve financial freedom and work-life balance. - **Benefits**: Competitive pay and equity, open PTO, paid parental leave, professional development opportunities, and comprehensive medical insurance. - **Engineering Culture**: Tech stack includes TypeScript, Node.js, React Native; strong emphasis on ownership ("Own it") and raising the bar. ## Sources 1. [honeybook.com - About](https://www.honeybook.com/company/about) 2. [honeybook.com - Careers](https://www.honeybook.com/company/careers) 3. [greatplacetowork.com - HoneyBook](https://www.greatplacetowork.com/en/certified-company/7011471) 4. [builtin.com - HoneyBook](https://builtin.com/company/honeybook) 5. [honeybook.com - Homepage](https://www.honeybook.com/) ## Other roles at HoneyBook - [SMB Account Executive](https://feeny.ai/job/smb-account-executive-honeybook-remote-dfh2bgkvgpky) - [Director of SMB Sales](https://feeny.ai/job/director-of-smb-sales-honeybook-remote-hc6xgvnmfk9w) - [AI Content Program Manager, Chatbot](https://feeny.ai/job/ai-content-program-manager-chatbot-honeybook-san-francisco-vk5j59p7w3zf) — San Francisco, CA - [Senior Product Analyst](https://feeny.ai/job/senior-product-analyst-honeybook-tel-aviv-jqnyp2fb8084) — Tel Aviv, Israel - [Senior Marketing Designer](https://feeny.ai/job/senior-marketing-designer-honeybook-tel-aviv-r35abs56w9b2) — Tel Aviv, Israel - [Director of Product Management – Financial Products](https://feeny.ai/job/director-of-product-management-financial-products-honeybook-tel-aviv-p3dvhv3p977s) — Tel Aviv, Israel - [Senior Fraud Analyst](https://feeny.ai/job/senior-fraud-analyst-honeybook-tel-aviv-6ktx0d8cenv2) — Tel Aviv, Israel - [Engineering Director - Core Product](https://feeny.ai/job/engineering-director-core-product-honeybook-tel-aviv-xp6da951xzyn) — Tel Aviv, Israel - [Sr. Staff Product Manager](https://feeny.ai/job/sr-staff-product-manager-honeybook-tel-aviv-71cx23nxsbnr) — Tel Aviv, Israel - [Marketing Analytics Lead](https://feeny.ai/job/marketing-analytics-lead-honeybook-tel-aviv-tatjah4myqee) — Tel Aviv, Israel