DeepLight AI is a specialist AI and data consultancy with extensive experience implementing intelligent enterprise systems across multiple industries, with particular depth in financial services and banking. Our team combines deep expertise in data science, statistical modeling, AI/ML technologies, workflow automation, and systems integration with a practical understanding of complex business operations.
The AI Platform Engineer helps design, build and maintain the on-premises AI Infrastructure for our client, a market leader in the environment sector. The engineer plays a key role in enabling large-scale machine learning and generative AI workloads by developing robust, scalable, and secure platform solutions that support data scientists and ML engineers across the organisation.
The role requires deep Kubernetes and infrastructure automation experience to optimise performance, streamline deployments, and ensure reliability in an on-prem environment.
Requirements
- Design, deploy, and manage on-premises Kubernetes clusters for AI and ML workloads.
- Develop and maintain infrastructure-as-code using tools like Terraform, Helm, or Ansible
- Build and optimise AI/ML pipelines and MLOps workflows for model training, deployment, and monitoring.
- Collaborate with data science and engineering teams to deliver high-performance computing environments for large model training and inference.
- Implement resource management, observability, and scaling strategies for GPU-based workloads.
- Manage containerisation, networking, and storage solutions for AI workloads.
- Ensure security, compliance, and reliability of the AI platform.
- Automate operational processes and continuously improve platform efficiency.
What we need from you:
- Proven experience managing Kubernetes clusters on-premises (not just cloud-managed solutions).
- Experience working in a Consultancy capacity.
- Strong background in container orchestration, CI/CD, and automation.
- Proficiency in Linux administration, Docker, and networking fundamentals.
- Hands-on experience with infrastructure-as-code (Terraform, Helm, Ansible, etc.).
- Experience supporting AI/ML workloads (e.g., TensorFlow, PyTorch, Hugging Face, Ray, Kubeflow).
- Familiarity with GPU scheduling and resource management on Kubernetes.
- Knowledge of monitoring and logging tools (Prometheus, Grafana, ELK, etc.).
- Strong scripting skills (Python, Bash, or Go).
- Understanding of DevOps and MLOps best practices.
Benefits
Benefits & Growth Opportunities:
· Competitive salary and performance bonuses
· Comprehensive health insurance
· Professional development and certification support
· Opportunity to work on cutting-edge AI projects
· International exposure and travel opportunities
· Flexible working arrangements
· Career advancement opportunities in a rapidly growing AI company
This position offers a unique opportunity to shape the future of AI implementation while working with a talented team of professionals at the forefront of technological innovation. The successful candidate will play a crucial role in driving our company's success in delivering transformative AI solutions to our clients.
Top Skills
What We Do
Welcome to Deeplight, the pioneering consultancy dedicated to guiding businesses through every facet of the AI adoption journey. From initial industry awareness to seamless integration and optimization, Deeplight is your strategic partner for unlocking the full potential of Artificial Intelligence.
The Enterprise Innovation Roadmap: Navigating Your AI Journey
EXECUTIVE COACHING: Propel your leadership team to new heights with personalized coaching driven by AI insights and guidance. Deeplight ensures your leadership makes informed decisions and drives innovation at the highest level.
CURRENT STATE ASSESSMENT: Embark on your AI journey with clarity by conducting a data-driven assessment. Gain a comprehensive understanding of your organization's AI readiness, identifying key strengths, weaknesses, and opportunities to maximize your return on AI investment.
DATA READINESS INITIATIVES: Elevate your data game with Deeplight's tailored data cleansing, organization. Bridge the gap between your current data and the needs of successful AI implementation, ensuring your AI models have the fuel they need to thrive.
USE CASE WORKSHOPS: Collaboratively explore the most impactful AI applications for your unique business needs. Deeplight facilitates brainstorming sessions, feasibility studies, and prioritization to identify use cases with the highest potential for success. Turn ideas into actionable strategies with our expert guidance.
CUSTOM MODEL DESIGN: Deeplight goes beyond basic AI models with custom "AiGent" design. Craft intelligent agents tailored to your challenges and goals, ensuring optimal performance and alignment with your strategic vision. Redefine what's possible with AI for your business.
Ready to elevate your business through the power of AI?
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