AI Engineer Associate, Deals

About the role

Join the Deals Technology team as an AI Engineer Associate, where you will design and deliver cutting‑edge AI solutions for complex transactions such as mergers, acquisitions, and restructuring. You will work with large data sets, adapt to evolving business needs, and build robust, production‑ready models.

Key responsibilities

• Develop novel AI models for specialized use cases, leveraging state‑of‑the‑art embedding techniques and large language model (LLM) capabilities.
• Integrate AI solutions into existing systems and workflows, ensuring compatibility with current infrastructure.
• Collaborate with engineering teams to design backend services and APIs that meet production standards and future scalability requirements.
• Work with data scientists to preprocess, analyze, and enrich data for model training.
• Optimize AI models for performance, scalability, and cost efficiency.
• Monitor, maintain, and continuously improve AI systems in production.
• Stay up‑to‑date with emerging AI technologies, industry trends, and best practices.
• Deploy and manage models using OCI services (a plus).

Required profile

• Bachelor’s degree in Computer Science, Artificial Intelligence, or a related field.
• Strong programming skills in Python, Java, or C++.
• Familiarity with cloud platforms for AI deployment.
• Excellent analytical and problem‑solving abilities.

Required skills

• Python
• Java
• C++
• OCI (Oracle Cloud Infrastructure) or similar cloud services
• Agentic Retrieval‑Augmented Generation (RAG)
• Vector databases (FAISS, Weaviate, Pinecone, Qdrant)
• Embedding models (e.g., text‑embedding‑3‑large, all‑mpnet‑base‑v2)
• Open‑source AI frameworks (LangChain, LlamaIndex, Haystack, CrewAI, Autogen)
• Design of complex prompt pipelines and multi‑agent systems
• Integration and development of MCP components