🌟 Senior Neural Network Engineer🌟
🚀 A5 Labs is the advanced technology group behind some of the largest online mobile gaming sites in the world, developing cutting-edge security technology and innovative game designs that shape the future of online gambling. At A5 Labs, we power the industry with AI-driven experiences that set new standards, and if you've ever enjoyed an online casino game, there’s a good chance you interacted with our technology. We believe in rewarding outstanding talent and achievement with a superior work environment, exceptional incentives, and growth opportunities.
✅ Your Responsibilities
Design and develop advanced neural network architectures, with a focus on transformers and reinforcement learning models for real-world applications.
Lead efforts in large-scale training of neural networks, employing tools like TensorFlow and PyTorch to deliver high-performing, optimised models.
Proven expertise in large-scale neural network training, addressing industry challenges like data scarcity and noise
Implement and manage tools for gradient-based techniques, feature attribution, and model interpretability. Monitor model performance with analytical rigour, ensuring robust, reliable outcomes.
Apply advanced optimization skills including pruning, quantization, regularisation techniques, ensemble and knowledge distillation, and hyperparameter tuning through Bayesian optimization or other methodologies to enhance model performance and scalability.
👀 What You Bring to the Table
3+ years of professional experience working with neural networks, particularly in AI-driven industries or leading research organisations.
Proficient in TensorFlow, PyTorch, and other deep learning frameworks.
Extensive experience in neural network analysis, including advanced interpretability and performance analysis techniques.
Solid understanding of reinforcement learning, transformers, and LLMs.
Hands-on experience with optimization strategies, such as advanced optimizers, pruning, quantization, and hyperparameter tuning.
Demonstrated record of research publications achieving state-of-the-art neural network performance.
Proven experience in large-scale neural network training and addressing industry-specific challenges like data scarcity, noise, and high-variance data sources.
🥇 Preferred Qualifications
Educational Background: PhD in Computer Science, Machine Learning, Robotics, or a related field.
Proven track record in leading neural network training processes and optimising models to industry or academic standards.
Strong analytical skills and a collaborative mindset.
🎰 This role sits within AceGuardian, a cutting-edge team within A5 Labs. AceGuardian is focused on building advanced AI agents through reinforcement learning, game solving, fine-tuning, and planning. These AI agents tackle challenges like anti-cheat detection (collusion, bots) and optimal gameplay across various games. The team operates in stealth mode and is composed of experts in AI, machine learning, and game development, all working together to revolutionize both gaming and real-world problem-solving. By joining this team, you’ll contribute to innovative projects that push the boundaries of AI in the gaming industry, while working alongside some of the brightest minds in the field.