Advanced AI Systems Developer
5 days ago
At Deriv, we are at the forefront of financial technology innovation, revolutionizing CFD trading through cutting-edge AI systems. Our mission is to automate and optimize all aspects of operations, delivering unparalleled performance, innovation, and scalability.
Key Responsibilities:
- Design and Implementation: Develop and deploy advanced AI solutions, integrating them across all operational facets, from trading algorithms to customer experience.
- Deep Learning Expertise: Design and implement deep learning models for predictive analytics, automated trading strategies, and decision-making systems.
- NLP Applications: Implement state-of-the-art NLP solutions for sentiment analysis, document processing, and customer interaction enhancements using tools like spaCy, Hugging Face Transformers, and OpenAI APIs.
- Vector Search and Retrieval: Build systems utilizing vector databases like Weaviate, Pinecone, and Milvus to enable real-time, context-aware data retrieval.
- Agentic Systems: Design autonomous and multi-agent systems for dynamic decision-making and complex task management in trading environments.
- MLOps Integration: Deploy and maintain AI models at scale using tools such as MLflow, Kubeflow, TensorFlow Serving, and Seldon for seamless production workflows.
- Big Data Engineering: Architect high-performance data pipelines using Apache Spark, Kafka, and Hadoop for real-time and batch processing.
- Generative AI: Explore and integrate generative technologies, including GPT, DALL-E, and GANs, for innovative applications in user experience and content generation.
- Explainability and Fairness: Incorporate tools like SHAP, LIME, and Fairlearn to ensure AI systems are transparent, interpretable, and unbiased.
- Optimization: Use advanced hyperparameter tuning tools like Optuna and Ray Tune to maximize model performance.
- Cloud and Edge AI: Implement scalable AI systems on cloud platforms (AWS, Google Cloud, Azure) and optimize for edge computing with TensorFlow Lite and NVIDIA Jetson.
Requirements:
- Technical Expertise: Proficiency in Python, R, C++, or Java. Deep knowledge of deep learning frameworks, data tools, and vector databases.
- Soft Skills: Strong problem-solving and critical-thinking skills, ability to collaborate effectively across teams, proven ability to deliver under tight deadlines.
Why Join Us?
- Work on transformative AI projects with real-world impact.
- Collaborate with an innovative and forward-thinking team.
- Competitive compensation and growth opportunities.
- Access to cutting-edge technologies and learning resources.
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