AI,ML Engineer

Reposted 4 Days Ago
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Tel Aviv, ISR
Hybrid
Senior level
Fintech • Payments • Software • Business Intelligence • Financial Services
The Role
The AI/ML Engineer will design and implement LLM-powered systems, integrate APIs, optimize RAG pipelines, and work collaboratively to extract insights from data.
Summary Generated by Built In
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
  • 5+ years of hands-on experience with Python in data-heavy environments.
  • 2+ years of hands-on experience in AI/ML or data science, with strong focus on LLMs and NLP.
  • Experience building systems using LLM orchestration frameworks like LangChain, LlamaIndex, or similar.
  • Proven experience with agent-based architectures and/or RAG pipelines.
  • Strong Python skills and experience integrating APIs, vector search, or knowledge graphs.
  • Passion for AI, staying current with the latest LLM developments, open-source tools, and best practices.
  • BSc or MSc in Computer Science, Artificial Intelligence, or a related field.

Skills Required

  • 5+ years of hands-on experience with Python in data-heavy environments
  • 2+ years of hands-on experience in AI/ML or data science, focusing on LLMs and NLP
  • Experience building systems using LLM orchestration frameworks
  • Proven experience with agent-based architectures and/or RAG pipelines
  • Strong Python skills and experience integrating APIs, vector search, or knowledge graphs
  • BSc or MSc in Computer Science, Artificial Intelligence, or a related field
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The Company
HQ: New York, NY
64 Employees

What We Do

Purpose-built to illuminate financial crime. Founded in 2020, IVIX is the first AI-powered platform designed specifically for governments to use open-source intelligence (OSINT) to address financial crime at scale. Led by tax, security, and tech experts and advised by a diverse team of former IRS leaders, we built IVIX in partnership with authorities – for authorities. With off-the-shelf solutions for high-priority use cases such as eCommerce and Cryptocurrency, and powered by artificial intelligence and machine learning, IVIX delivers immediately actionable evidence of criminal and civil non-compliance (hiding in plain sight). With offices in Europe, U.S., and Asia, IVIX works with governments around the world.

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