Role Overview
We are seeking a talented AI systems designer to join our team.
* Design and develop artificial intelligence systems that power autonomous decision-making, predictive analytics, and data-driven insights.
* Work with multiple AI frameworks like TensorFlow, PyTorch, and scikit-learn to implement machine learning algorithms for classification, regression, clustering, and dimensionality reduction.
* Implement retrieval-augmented generation pipelines, develop prompt engineering techniques, and integrate memory and explainability into AI workflows.
Key Responsibilities:
* Design, develop, and deploy AI systems for production environments.
* Build robust and scalable AI pipelines using data preprocessing, feature engineering, and model selection.
* Develop prompt engineering, optimization, and safety techniques for human-AI collaboration.
* Collaborate with data scientists to maintain data quality and integrity for AI workloads.
* Conduct experiments and analyze results to improve AI system performance.
* Implement model monitoring, drift detection, and retraining pipelines to ensure AI system reliability.
* Explore emerging AI architectures and multi-agent orchestration patterns.
* Collaborate cross-functionally with R&D, data science, product, and engineering teams.
* Mentor junior engineers and contribute to best practices in AI system design.