Job Overview
Company
ATTIX APAC PTE. LTD.
Category
Software Development
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Job Description
Key Responsibilities
- Build and implement advanced financial agents capable of autonomous workflows, including data analysis, market research, and executing financial strategies based on real-time insights.
- Enable AI agents to make independent, data-driven recommendations in areas such as portfolio management, market forecasts, and risk assessment.
- Develop and maintain scalable pipelines, APIs, and system integrations with real-time data, external services, and brokerages.
- Implement text-to-action capabilities for natural language inputs, enabling agents to execute trades, adjust strategies, and generate transparent reports.
- Model Optimization: Train, fine-tune, and maintain machine learning models that power the financial agent’s ability to analyze data, provide recommendations, and execute tasks efficiently
- Ensure high availability, performance, and security through strong backend engineering, MLOps/DevOps, and cloud deployment (AWS/GCP, Kubernetes).
- Monitor and evaluate model performance, data integrity, and decision accuracy to continuously improve reliability and user trust.
- Collaborate with cross-functional teams to align AI agents with business needs, while staying current with advances in LLMs, agentic frameworks, and financial technologies.
Qualifications
- At least 3 years of experience in machine learning and AI related work
- Proven experience building and deploying LLM-based applications, pipelines, or autonomous agents in production environments.
- Strong backend engineering skills with expertise in Python (JavaScript/TypeScript a plus).
- Hands-on experience in developing autonomous agents using the state of the art frameworks
- Hands-on knowledge of MLOps/DevOps, CI/CD, containerization, and cloud platforms (AWS/GCP, Kubernetes).
Familiarity with agentic frameworks (Langgraph, Auto-gen, LangChain, or similar) and prompt engineering.
- Business-oriented mindset with curiosity and problem-solving ability; finance background strongly preferred.
- Excellent communication skills to deliver clear insights and transparent reporting to end users.
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About ATTIX APAC PTE. LTD.
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ATTIX APAC PTE. LTD. is actively hiring for this LLM Developer (Conversational AI / Chatbot) position
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