3+ years of experience with Python, including deep knowledge of software design principles and architectural patterns. Experience building REST APIs (best practices) and knowledge of database systems (ORMs, schemas, transactional vs. analytic systems). Experience with at least one major cloud provider (GCP preferred) and knowledge of cloud orchestration (K8s, batch-type systems) or workflow management (Airflow or similar). Proficiency with Terraform (or other IaC), GitOps, and building robust CI/CD pipelines. Excellent communication and collaboration skills with an entrepreneurial, customer-obsessed mindset and the ability to influence cross-functional teams. Experience in advanced materials, drug discovery, or cheminformatics, especially involving AI systems. Experience delivering scientific code for R&D projects, specifically in simulation and numerical optimization domains. Exposure to HPC systems, GPU programming, and optimization. Knowledge of AI agents, knowledge graphs, and multi-agent systems. Proven track record of writing clean, readable, well-tested, and maintainable code.