AI Agent Engineer
2 days ago
AI & Agent Development
- Design, develop, and optimize machine learning and deep learning models for AI agent use cases.
- Build intelligent systems capable of reasoning, prediction, automation, and decision support.
- Apply NLP, data analysis, and agentic workflows to solve complex CX and operational challenges.
Data & Model Engineering
- Manage, clean, and preprocess large datasets to extract meaningful features.
- Train, evaluate, and fine-tune machine learning models to meet performance and reliability standards.
- Continuously monitor and improve model accuracy, robustness, and efficiency.
Production & Scalability
- Deploy AI models into production environments with a focus on scalability, performance, and reliability.
- Collaborate on MLOps practices to support continuous integration, monitoring, and improvement.
- Ensure AI systems integrate smoothly with existing platforms and workflows.
Cross-Functional Collaboration
- Work closely with data scientists, software engineers, product managers, and domain experts.
- Translate business problems into effective AI solutions with measurable outcomes.
- Contribute to solution design for enterprise pilots and long-term deployments.
Governance & Quality
- Ensure AI solutions comply with ethical standards, data privacy requirements, and legal regulations.
- Document models, algorithms, workflows, and decisions clearly for internal and external stakeholders.
- Stay up to date with the latest AI research, tools, and best practices; and apply them where valuable.
Technical Skills
- 2+ years of hands-on experience building and deploying AI-driven systems, with a strong focus on AI agents or agentic workflows, and demonstrated impact on real business outcomes (e.g. automation, efficiency gains, cost reduction, CX improvement).
- Strong programming skills in Python (Java is a plus).
- Hands-on experience with machine learning and deep learning techniques.
- Practical experience using TensorFlow, PyTorch, or similar frameworks.
- Solid understanding of data preprocessing, feature engineering, model training, and evaluation.
- Experience deploying AI models into production or production-like environments.
Problem-Solving & Mindset
- Ability to analyze complex problems and design innovative AI-driven solutions.
- Strong systems thinking, understanding how models behave in real-world environments.
- Curiosity and commitment to continuous learning in a fast-evolving AI landscape.
Collaboration & Communication
- Comfortable working in cross-functional, product-driven teams.
- Able to clearly document and explain technical concepts to diverse stakeholders.
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