Director, Data & ML Platform
Core
Lead the design and build of a modern Data+ML/GenAI platform to harness ingested data for exploration, model development, and insights activation within a hyper-scale Data Lakehouse.
Role type
Director, Data & ML Platform
Builds
Scalable ML pipelines, feature stores, model deployment frameworks, and an ML Experimentation Platform for a cybersecurity company.
Domain
Cybersecurity, AI/ML, Data Engineering
Deliverable
production ML models | infrastructure
Required skills
Strategic vision for data/ML platforms, ML Ops lifecycle management, team building and leadership, data governance and security, stakeholder engagement, observability (SLI/SLO), bootstrapping new teams
Preferred skills
Experience with Agentic/GenAI technologies, modern ML Ops platforms (MLFlow, Kubeflow, SageMaker), data platform frameworks (Apache Spark, Flink, Apache Iceberg), orchestration (Kubernetes, Airflow)
Technologies
Jupyter Notebooks, NVidia Workbench, MLFlow, Ray, Vertex AI, Frontier AI models, Apache Spark, Flink, Apache Iceberg, Kubernetes, Airflow, GCP
Responsibilities
Define vision and roadmap for the data and ML platform; design and build the ML Experimentation Platform; oversee implementation of data pipelines and model deployment frameworks; institute data security and compliance best practices; partner with product and engineering teams to translate requirements into platform capabilities; establish SLI/SLO metrics for platform observability
Seniority
Director, strategic leadership with hands-on technical expertise