AI/ML Engineer
Tel Aviv-Yafo, Tel Aviv District, IL
IVIX
Detect financial crime and close the tax gap in the digital age with IVIX.Description
We’re looking for a passionate and forward-thinking AI/ML Engineer to join our R&D team at IVIX, where we use cutting-edge AI to fight financial crimes .
In this role, you’ll focus on building and deploying advanced AI systems powered by large language models (LLMs), autonomous agents, and retrieval-augmented generation (RAG) architectures. You’ll help us turn noisy, unstructured web data—social media posts, documents, business listings—into structured, high-confidence insights at scale. This is an opportunity to work with one of the most impactful AI stacks in production, solving hard real-world problems in a startup environment.
Equal Opportunity Employer
About the company
IVIX is the first AI-powered solution designed specifically to address a $20 trillion problem: illuminating the global shadow economy. IVIX leverages Open-Source Intelligence (OSINT) and highly advanced, cutting-edge technologies to reveal illicit business activity around the world, empowering governments in their mission to fight financial crime and close the tax gap.
IVIX employs a variety of AI tools (deep neural networks, large language models, and predictive modeling) as well as advanced data analytics to rapidly pinpoint large-scale illicit business activity, so government authorities can combat financial crime in the digital age.
Led by security, tech, tax and financial crime experts, and advised by a diverse team of former IRS commissioners, IVIX works with dozens of state and federal governments globally.
About the postion
- Design, prototype, and deploy LLM-powered systems for information extraction, reasoning, and classification.
- Build autonomous agents that can interact with knowledge sources, APIs, and structured data to derive actionable insights.
- Implement and optimize RAG pipelines, integrating vector databases and LLM orchestration frameworks.
- Collaborate with product, data, and software teams to translate business goals into AI-powered workflows.
- Evaluate and integrate tools such as LangChain, OpenAI, Gemini, vector DBs (e.g., FAISS, Pinecone), and others.
Requirements
- 6+ years of hands-on frontend development experience.
- 2+ years in a leadership role, mentoring and guiding other engineers.
- Deep expertise in React.js and modern JavaScript/TypeScript.
- Strong experience with Node.js in frontend/server-side rendering or full-stack setups.
- Solid understanding and practical use of Material UI and Ant Design component libraries.
- Proven ability to design large-scale, maintainable, and scalable UI systems.
- Experience working closely with UX/UI teams and implementing responsive, accessible designs.
- Experience working in a fast-paced startup or product environment.
- Excellent communication and collaboration skills.
- BSc in Computer Science, Engineering, or equivalent.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture Classification Computer Science Data Analytics Engineering FAISS Gemini JavaScript LangChain LLMs Machine Learning Node.js OpenAI Open Source Pinecone Pipelines Predictive modeling R RAG R&D React Security TypeScript UX
Perks/benefits: Startup environment
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