Generative AI & Agent Engineer — Brokerage Ops

Boundless; Dubai; On-site; AED 300,000 - 550,000; Full time

Job summary

Boundless builds generative AI applications and agent-based workflows to support employees and improve brokerage operations. You will develop Python services and APIs for internal assistants, retrieval pipelines, document processing and operational analysis.

Join a team delivering production-grade AI with emphasis on reliability, testing, observability, governance and careful data handling. 4+ years in software/ML, Python, API development and LLM exposure are preferred.

Qualifications

• 4+ years in software, data or ML engineering, including at least 2 years building applied NLP, generative AI or LLM-based systems.
• Evidence of shipping and supporting production AI applications, including retrieval or agent workflows; prompt-only experimentation is insufficient.
• Strong Python, API development, automated testing, Git and software design skills.
• Hands-on experience with LLM APIs or open-weight models, embeddings, vector or hybrid search, structured outputs and tool calling.
• Understanding of evaluation design, retrieval quality, prompt injection risks, context limitations and the variability of model outputs.
• Ability to work with SQL, enterprise documents and permission-controlled data and to explain application limitations to business stakeholders.

Responsibilities

• Develop Python services and APIs for internal assistants, client-support copilots, document processing, case summarisation and operational analysis.
• Build retrieval-augmented generation pipelines using approved policies, procedures, product specifications and knowledge content, with source attribution and document version awareness.
• Implement agent workflows with structured outputs, tool schemas, bounded execution, state management, approval checkpoints and clear termination conditions.
• Develop brokerage-specific responses that respect entity, product, language and client context; prevent unsupported claims about trading conditions or account status.

Skills

Python

API development

Automated testing

Git

Software design

LLM APIs

Embeddings

Vector search

Tool calling

Education

Bachelor’s degree in Computer Science, AI, Engineering or related field

Tools

LLM APIs

Embeddings

Vector search

Tool calling

Open-weight models

Job description

Boundless builds generative AI applications and agent-based workflows to support employees and improve brokerage operations. You will develop Python services and APIs for internal assistants, retrieval pipelines, document processing and operational analysis.

Join a team delivering production-grade AI with emphasis on reliability, testing, observability, governance and careful data handling. 4+ years in software/ML, Python, API development and LLM exposure are preferred.