Responsibilities
- Design and implement machine learning systems from the ground up, with a focus on large language models (LLMs) and foundation models tailored to small business needs
- Develop and deploy AI-powered features for automated document understanding, financial forecasting, and conversational interfaces
- Optimise AI systems for scalability, safety, and reliability
- Work in a dynamic environment, bringing ideas from concept to production
- Build from Scratch: Develop and optimise machine learning systems, focusing on innovative solutions for small business accounting challenges
- Deploy at Scale: Create scalable workflows to train, deploy, and monitor machine learning models on AWS services like SageMaker and Bedrock
- End-to-End Ownership: Lead projects from ideation to production, implementing MLOps best practices for robust and efficient solutions
- Collaborate and Innovate: Partner with product managers, engineers, and stakeholders to align technical solutions with customer and business goals
Requirements
- Proficiency in machine learning frameworks (e.g., TensorFlow, PyTorch) and experience with LLMs and foundation models (e.g., GPT, Claude, Llama)
- Thought leadership and experience mentoring, coaching, or leading others
- Strong knowledge of AWS services (SageMaker, Bedrock, S3) and cloud-based architectures
- Expertise in CI/CD pipelines for ML, model versioning, monitoring, and containerisation (Docker, Kubernetes)
- Passion for solving real-world challenges for small businesses through innovative AI applications
- Thrives in ambiguous environments, bringing creativity and resilience to build impactful systems from the ground up
- Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, or a related field
Nice to Have
- Relevant certifications (e.g., AWS Certified Machine Learning – Specialty) are highly desirable
Benefits
- Enjoy a flexible, hybrid workplace that brings balance to how you work, all of our centrally located offices come together for a number of in-person celebrations and social events
- Set up your home office with a little financial help from us, and take advantage of great corporate discounts and vouchers from top retailers
- Benefit from our partnership with Sonder, which supports the wellbeing of our team members
- Unlock your potential via in-house training and programs, LinkedIn Learning, conferences and study assistance
- Access to a variety of leave options available to support your wellbeing, including up to an additional four weeks of purchased leave, generous parental leave, domestic violence leave, transgender leave, community leave, study leave, and more
- Join our communities, built around ‘Wellness’, ‘Belonging’ and the ‘Planet’ where you can make a meaningful contribution
Work Arrangement
Hybrid