---
title: 'AI Researcher at Harmony'
canonical: 'https://feeny.ai/job/ai-researcher-harmony-israel-avvy8xj85hyn'
type: 'job'
last_seen: '2026-11-02'
---

# AI Researcher at Harmony

- **Company:** Harmony
- **Location:** Israel
- **Employment:** full-time
- **Posted:** 2026-11-01
- **Last confirmed live:** 2026-11-02
- **Apply:** https://jobs.ashbyhq.com/harmony/101ae746-373b-491d-8d70-324d3e4bd7c5

## Job description

## About Harmony

Harmony gives every employee an always-on expert for every service request, inside the tools they already use. Deployed inside Slack and Microsoft Teams, its agents draw on a context graph connecting each employee's identity, devices, applications, and history, resolving requests across IT, HR, finance, procurement, and legal automatically, before a ticket ever opens. With 100+ prebuilt agents that deploy in days, not months, and a 70% no-touch resolution rate, Harmony removes the manual work from enterprise service without removing the humans who should own the hard problems. Built for IT and HR teams that are done waiting for their service platform to catch up with the rest of the business.

## About the role

You will join Harmony’s Engineering team to turn large volumes of real-world IT data into insights, models and product features that power our autonomous IT agents. This role sits between data science, applied AI research and engineering. You will dig into tickets, conversations, knowledge articles and system signals at scale, find what matters, and ship it into the product — not leave it in a notebook. You will work closely with engineers, product managers and domain experts. We are building a product, and the best research here is the research customers end up using.

## What you’ll do

- Analyze large volumes of unstructured and semi-structured text (tickets, chats, emails, knowledge bases, logs) to uncover patterns, intents, topics and gaps
- Build semantic analysis pipelines: embeddings, clustering, classification, entity and intent extraction, similarity and retrieval
- Explore and compare different approaches to complex AI problems, from established NLP techniques to emerging LLM methods, designing experiments to understand what works, why, and under which conditions.
- Design experiments and evaluation frameworks, including offline metrics, human labeling and LLM-as-judge, and use them to make clear go / no-go calls
- Write production-quality code and work with engineers to ship research into live product features, then monitor and improve them
- Partner with product to define the problem, size the opportunity and decide what is worth building
- Share findings with the wider team through clear write-ups, dashboards and demos

Ideal candidate

- M.Sc. or Ph.D. in Computer Science, Statistics, Mathematics or a related field, or equivalent practical experience
- 4+ years as a Data Scientist, ML Researcher or Applied Scientist with a proven track record
- Proven experience analyzing large data volumes, ideally millions of records, with a strong preference for semantic textual analysis (embeddings, topic modeling, clustering, classification, NLP)
- Research and experiment with LLM-based approaches, including semantic understanding, information extraction, retrieval, and agent evaluation, to solve complex product problems.
- Willingness and experience taking research into production: you have shipped models or features, not only prototypes, and you enjoy working with engineers to get there
- Strong coding skills in Python and the data stack around it (e.g. pandas, PySpark, SQL, PyTorch); you write code others can read, test and maintain
- Product mindset: you start from the user problem, think in impact and trade-offs, and know when “good enough and shipped” beats “perfect and late”
- Clear communicator who can explain findings to engineers, product managers and leadership

Advantage

- Experience with IT service management or support data (tickets, incidents, knowledge articles)
- Hands-on work with RAG, vector databases and semantic search at scale
- Experience with LLM evaluation, agent benchmarking or LLM-as-judge methods
- Experience with large-scale data processing (Spark, Databricks, BigQuery or similar) and cloud ML platforms
- MLOps experience: model serving, monitoring, data drift and feedback loops in production
- Startup experience, or having worked as an early data or AI hire

Equal Employment Opportunity Harmony is an equal opportunity employer. We celebrate the diverse backgrounds, perspectives, and experiences that make our team stronger. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, disability, genetic information, marital status, pregnancy, veteran status, or any other characteristic protected by applicable federal, state, or local law.

## About Harmony

## Company Overview
- **One-liner**: AI-first enterprise service management platform that runs itself, automating IT, HR, and other service operations with intelligent agents.
- **Entity Type**: Private (funding stage not publicly disclosed)
- **Headquarters**: New York, New York, United States
- **Founded**: 2025
- **Founders**: Nitzan Shapira (Co-Founder & CEO), Ran Ribenzaft (Co-Founder & CTO)

## Core Business
- **Primary industry**: Enterprise Service Management (ITSM), IT Operations, AI Agents
- **Target customers**: Enterprise IT teams, HR departments, and internal service desks (B2B)
- **Mission / purpose statement**: “Enterprise Service Management that Runs Itself”

## Products & Services
- **Harmony Platform (AI Help Desk)**: An intelligent AI help desk agent powered by dozens of out-of-the-box and proactive agents. Includes automated ticketing, knowledge base generation, asset management, software renewal management, and workflow automation. Integrates with Slack, Microsoft Teams, and existing ITSM tools.
- **Harmony AI Agents**: Pre-built and customizable agents that autonomously resolve service requests (e.g., IT, HR), manage assets, detect shadow IT, and handle onboarding/offboarding.
- **Harmony Asset Management**: Track hardware, software licenses, and contract renewals with automated lifecycle management.
- **Harmony Knowledge Base**: Automatically generated from resolved tickets, continuously filling knowledge gaps.
- **AWS Marketplace Listing**: Available as a seller on AWS Marketplace for easy procurement.

## Market Standing
- **Valuation / Market Cap**: Not publicly disclosed
- **Key Metric**: Headcount of 35 employees (as of mid-2026) with +9.3% monthly growth; 4,633 LinkedIn followers growing +13.8% monthly
- **Notable Investors / Partners**: Presence on AWS Marketplace; reseller partnership with YHM (UK); teams include alumni from YL Ventures, Vine Ventures (notable VC connections, but explicit investment not confirmed)
- **Growth Signals**: UK debut at the Service Desk and IT Support Show (SITS) in May 2026; launched Renewal Management feature; rapidly hiring across product, engineering, AI, and legal roles; company uses its own platform (“Harmony runs on Harmony”)

## Competitive Advantages
- **Agentic AI‑first approach**: Goes beyond traditional ITSM by proactively resolving issues before users report them.
- **Autonomous operations**: Automates knowledge creation, ticket routing, asset lifecycle, and approvals — reducing manual work.
- **Hybrid integration**: Works alongside existing ITSM tools (ServiceNow, Jira, etc.) or as a full system of record, lowering switching barriers.
- **Out‑of‑the‑box workflows**: Pre‑built for common IT tasks (onboarding/offboarding, password resets, shadow IT detection) that can be customized.

## Strategic Focus
- Expand from IT to other enterprise service domains (HR, facilities, finance)
- Scale global presence through channel partners (e.g., YHM in the UK) and cloud marketplaces (AWS)
- Deepen AI agent capabilities and proactive detection
- Continue building out the product team (recently hired a VP Product, Head of AI, and Data Scientist)

## Why Work Here
- **Culture**: Fast‑growing, AI‑first startup with a strong technical team (many from Cisco, Microsoft, Epsagon, Yotpo). Emphasis on autonomy and “building the future of service management.”
- **Remote / Hybrid / Office**: Headquarters in New York (NYC) with significant engineering presence in Tel Aviv, Israel. Likely hybrid/remote‑friendly (roles listed on Ashby include remote positions).
- **Notable aspects**: Opportunity to shape a product still in its early stage; high ownership and impact; collaborative cross‑functional environment (engineering, product, AI, sales).

## Sources
1. [harmony.io](https://harmony.io/)
2. [LinkedIn Company Profile](https://www.linkedin.com/company/harmonyio)
3. [GitHub Organization](https://github.com/harmonyso)
4. [AWS Marketplace Seller Profile](https://aws.amazon.com/marketplace/seller-profile?id=seller-ewmsrdpzlvoeu)
5. [Harmony Jobs Page](https://jobs.ashbyhq.com/harmony)

## Other roles at Harmony

- [Software Engineer](https://feeny.ai/job/software-engineer-harmony-israel-dypvrcnjwz11) — Israel
- [Director of Revenue Operations](https://feeny.ai/job/director-of-revenue-operations-harmony-new-york-gha9bre15shd) — New York, NY
- [Support Engineer - New York](https://feeny.ai/job/support-engineer-new-york-harmony-new-york-gtyz8bqhfvv2) — New York, NY
- [Field Marketing Manager](https://feeny.ai/job/field-marketing-manager-harmony-new-york-2pt2rkfqwv1k) — New York, NY
- [AI-First Marketing Generalist & Agent Manager](https://feeny.ai/job/ai-first-marketing-generalist-agent-manager-harmony-new-york-8jdgpnexjmbn) — New York, NY
- [Talent Acquisition Partner](https://feeny.ai/job/talent-acquisition-partner-harmony-new-york-bysb21wjppdz) — New York, NY
- [Account Executive  - Central Region US (Remote)](https://feeny.ai/job/account-executive-central-region-us-remote-harmony-united-states-ffrs08m714b9) — United States
- [Account Executive  - New York (HQ)](https://feeny.ai/job/account-executive-new-york-hq-harmony-new-york-vtm6n7xcr94p) — New York, NY
- [Account Executive  - East Region US (Remote)](https://feeny.ai/job/account-executive-east-region-us-remote-harmony-united-states-sk1zc3a48cy9) — United States
- [Account Executive  - SF Bay Area (Remote)](https://feeny.ai/job/account-executive-sf-bay-area-remote-harmony-united-states-an5187hxges1) — United States