AI/ML Engineer
Posted 2 days 19 hours ago by C-Serv Global Ltd
Our client is seeking an experienced AI/ML Engineer specialising in Artificial Intelligence and Large Language Models to innovate and strengthen their pioneering security platforms. This role focuses on building and deploying intelligent tools using leading AI/LLM technologies for automated red team, vulnerability detection, adversarial attack simulation, and intelligent defence mechanisms.
You'll work hands on to operationalise AI models, contributing to secure and robust model deployments. You'll collaborate closely with AI researchers, software engineers, and product teams to productionise cutting edge AI solutions for securing and optimising AI powered systems and processes.
AI/ML Model Development & Application- Research, design, develop, fine tune, and evaluate LLMs, intelligent agents, and deep learning models for AI security and system optimisation.
- Create advanced tools for automated red team, vulnerability detection, adversarial attack simulation, and intelligent defences.
- Implement and deploy AI/LLM powered features as robust, scalable, and secure components within the client's security platforms.
- Optimise AI/LLM models for inference speed, cost efficiency, and resource utilisation in production.
- Develop and maintain pipelines for end to end AI/LLM workflows covering data preprocessing, training, fine tuning, validation, deployment, and monitoring.
- Proactively monitor model performance and behaviour in production, addressing safety, alignment, and security vulnerabilities.
- Apply software engineering best practices to AI/LLM workflows for secure and seamless deployments.
- Partner with cross functional teams, including researchers and engineers, to productionise cutting edge AI/LLM techniques and integrate them into the client's products.
- Translate technical advancements into practical solutions aligned with customer needs and business objectives.
- Communicate findings and solutions through documentation and presentations for data driven decision making.
- Develop tools and strategies to detect and mitigate vulnerabilities such as prompt injection and data poisoning threats.
- Investigate and utilise advancements in Reinforcement Learning from Human Feedback (RLHF) to improve AI model reliability and alignment.
- Continuously stay updated on industry trends and research to integrate state of the art AI/LLM advancements into the platform.
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field.
- 3-5 years of professional experience, including hands on experience developing, training, and deploying AI/LLM models.
- Familiarity with AI/LLM libraries and tools such as PyTorch, TensorFlow, Hugging Face Transformers, or similar frameworks.
- Understanding of LLM security vulnerabilities and implementing mitigation solutions.
- Proven expertise in deploying AI/ML models in production environments, with emphasis on secure deployments.
- Strong analytical and problem solving skills applied to complex AI challenges.
- Experience fine tuning and deploying large scale language models, including using frameworks like vLLM or TGI.
- Familiarity with Reinforcement Learning from Human Feedback (RLHF) for improving LLM alignment and performance.
- Knowledge of vector databases (e.g., Pinecone, Weaviate) and their applications in AI workflows.
- Expertise with cloud platforms and distributed computing for large scale AI operations.
- Hands on experience optimising models for cost, speed, and resource efficiency in production workflows.
- Demonstrating leadership in delivering robust, scalable, and secure AI/LLM powered solutions.
- Collaborating effectively with cross functional teams to align technical solutions with business needs and customer priorities.
- Developing innovative tools and methods to identify and mitigate security vulnerabilities within AI systems.
- Consistently applying advanced analytical techniques and operationalising data driven insights to enhance platform efficiency and reliability.
- Comprehensive Private Medical Coverage
- Support for Mental Health Expenses
- Life Insurance Options
- Attractive Compensation Package
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