remoteonsite
Manager, Applied AI/ML, Data Science & Engineering - Autodesk
Data Scientist
Lead a multidisciplinary team of AI/ML engineers and data scientists, driving end‑to‑end solutions from model development to production infrastructure, while fostering a fast‑changing technical environment and mentoring senior contributors.
About the role
Key Responsibilities
- Lead and mentor a cross‑functional team of Applied AI/ML Engineers and Data Scientists, ensuring high‑quality deliverables and timely execution.
- Architect and oversee the deployment of machine learning models into production data systems, collaborating with infrastructure and DevOps teams.
- Drive continuous improvement of data pipelines, model monitoring, and performance optimization across the organization.
- Partner with senior and principal‑level contributors to shape technical strategy, research emerging AI/ML techniques, and translate business needs into scalable solutions.
- Champion best practices in code quality, testing, and documentation for AI/ML workflows.
Requirements
- 5+ years of experience in applied AI/ML engineering or data science, with a strong track record of productionizing models.
- Proficiency in Python, SQL, and cloud platforms (AWS, Azure, or GCP) for building scalable data pipelines.
- Hands‑on experience with model deployment tools (MLflow, SageMaker, Kubeflow) and containerization (Docker, Kubernetes).
- Excellent communication skills and a proven ability to mentor and influence senior technical talent.
- Strong problem‑solving mindset and adaptability in a fast‑changing technical environment.