Advanced AI Systems Developer

5 days ago


Malacca City, Malaysia Deriv Full time

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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