
Data Driven Financial Decision Maker
3 days ago
As a senior AI/ML engineer, you will lead the development of sophisticated financial agents capable of autonomous decision-making and complex financial analysis. Your role involves crafting cutting-edge AI systems that assist users in tasks such as financial data analysis, market insights, portfolio management, automated trading strategies, and more.
Key Responsibilities:
- Design and implement advanced financial agents with capabilities for 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 like 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.
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 state-of-the-art frameworks.
- Hands-on knowledge of MLOps/DevOps, CI/CD, containerization, and cloud platforms (AWS/GCP, Kubernetes). Familiarity with agentic frameworks 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.
Required Skills:
- Market Research
- Machine Learning
- Brokerage
- Risk Assessment
- Data Analysis
- Automated Trading
- Data Management
- JavaScript
- Strategy
- Portfolio Management
- Trading Strategies
- Python
- Financial Analysis
- Communication Skills
- Cloud Services
- API
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