At Deriv, we are at the cutting edge of financial technology, revolutionizing CFD trading through AI. Our goal is to automate and optimize all aspects of operations, delivering unparalleled performance, innovation, and scalability. We are looking for a highly skilled AI Engineer to lead the development of sophisticated AI-driven systems that empower our business.
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Location: Dubai, Dubai, United Arab Emirates
Job Type: Full-time
What You’ll Do:
As an AI Engineer at Deriv, your responsibilities will include:
- Advanced Modeling: Develop and deploy deep learning, reinforcement learning, and graph neural networks 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 Semantic Retrieval: Build systems utilizing vector databases like Weaviate, Pinecone, and Milvus for 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 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.
- Transformers and Architectures: Utilize advanced transformer models like BERT, T5, and ViT to solve complex problems in NLP and computer vision.
- 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.
What You’ll Need:
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Technical Skills:
- Proficiency in programming languages such as Python, R, C++, or Java.
- Expertise in deep learning frameworks like TensorFlow, PyTorch, and scikit-learn.
- Experience with data tools like Pandas, NumPy, and HDFS.
- Knowledge of vector databases such as Weaviate, Pinecone, Milvus, or Annoy.
- Familiarity with reinforcement learning tools like OpenAI Gym, Ray RLlib, and Stable Baselines.
- Experience with generative AI models.
- Proficiency in MLOps and automation tools.
- Hands-on experience with real-time processing technologies.
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Soft Skills:
- Strong problem-solving and critical-thinking abilities.
- Excellent collaboration skills across teams.
- Proven ability to deliver under tight deadlines.
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Preferred Qualifications:
- Advanced degree in Computer Science, Machine Learning, or related fields.
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.
Language Requirements: Not specified.
Work Culture:
Deriv is committed to building a workplace that encourages flexibility, open communication, and accountability, ensuring employee well-being alongside achieving business goals.
