Senior Director - Data Platform and Cloud Services
We're seeking a Senior Director to lead and transform our data platform and cloud services architecture. This role is not about incremental improvements – we need someone who can lead and execute a leap forward in our data infrastructure capabilities, positioning Samba at the forefront of TV data analytics and AI-driven insights.
What you’ll do:
Define and execute a transformative vision for our data platform architecture that scales to billions of daily events
Partner with CTO and engineering leadership to align platform strategy with business objectives
Drive adoption of next-generation technologies including vector databases and ML-powered analytics
Build strategic roadmaps that balance innovation with operational excellence
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Lead the evolution from current state to a modern, cloud-native data platform with embedded ML/AI capabilities
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Work with the team to deliver fault-tolerant, multi-region architectures supporting real-time and batch processing
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Build and maintain the services, platforms, and frameworks enabling Samba’s data engineering teams
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Architect embedding-based systems for content understanding, viewer similarity, and semantic search
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Deliver infrastructure for vector storage, indexing, and retrieval at scale (billions of embeddings)
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Champion best practices in data governance, security, and compliance (GDPR, CCPA)
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Evaluate and implement emerging technologies (streaming architectures, lakehouse patterns, ML platforms)
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Design platforms for embedding generation, storage, and serving at scale
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Implement vector search capabilities for real-time recommendations and content discovery
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Build infrastructure supporting multimodal embeddings (video, audio, text metadata)
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Establish MLOps practices for embedding model lifecycle management
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Build and mentor a world-class team of platform engineers, ML engineers, and architects
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Foster a culture of innovation, experimentation, and continuous learning
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Establish clear career paths and growth opportunities for team members
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Drive cross-functional collaboration with data science, product, and engineering teams
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Establish SLAs and monitoring frameworks for internal and external clients
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Provide observability tools for Data Engineering and Data Science, including tools to enforce data quality
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Lead vendor relationships and technology partnerships
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Drive automation and self-service capabilities for internal customers
Strategic Leadership
Technical Architecture
ML/AI Infrastructure
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Team & Organizational Development
Operational Excellence
Who you are:
12+ years in data platform/infrastructure roles, with 5+ years in senior leadership
Proven track record of leading large-scale platform transformations
Experience building production embedding systems and vector databases
History of building and scaling teams of 20+ engineers
Deep expertise in modern data architectures (data mesh, lakehouse, streaming-first)
Proficiency with, Stream processing (Kafka, Flink, Spark Streaming), Modern data warehouses/lakes (Snowflake, Databricks, BigQuery), Workflow management (Airflow, etc), Container orchestration (Kubernetes, EKS/GKE), Infrastructure as Code (Terraform, CloudFormation), ML platforms (MLflow, Kubeflow, SageMaker)
Exceptional communication skills to articulate complex technical concepts to diverse audiences
Strategic thinking with ability to balance long-term vision with short-term deliverables
Strong business acumen to connect technical decisions with business outcomes
Track record of influencing without authority across organizational boundaries
Knowledge of privacy-preserving analytics and clean room technologies
Contributions to open-source projects in ML infrastructure or vector search
Advanced degree in Computer Science, Machine Learning, or related field
Perks and Benefits
Health and Wellness
- Health Insurance
- Dental Insurance
- Vision Insurance
- Life Insurance
- Short-Term Disability
- Long-Term Disability
- HSA With Employer Contribution
- Mental Health Benefits
- On-Site Gym
Parental Benefits
- Fertility Benefits
Work Flexibility
- Hybrid Work Opportunities
- Flexible Work Hours
- Remote Work Opportunities
Office Life and Perks
- Commuter Benefits Program
Vacation and Time Off
- Unlimited Paid Time Off
- Paid Holidays
- Personal/Sick Days
- Leave of Absence
- Volunteer Time Off
Financial and Retirement
- 401(K)
Professional Development
- Work Visa Sponsorship
- Learning and Development Stipend
- Shadowing Opportunities
Diversity and Inclusion
- Founder led
- Asian founded/led