Senior Leader, Scalable ML & Cross-Platform Infra

OpenKrill; United States; À distance; USD 253 000 - 380 000; Plein temps

Avantages offerts par ce poste

Competitive compensation

Medical/Dental/Vision insurance

Retirement plan with employer match

Paid parental leave

Wellness stipend

Résumé du poste

Latitude AI seeks a Senior/Staff ML Infrastructure leader to scale our ML data generation, orchestration, and distributed training across multiple teams. You will guide the Scalable ML group, set multi-quarter technical strategy, and drive cross-team collaborations for shared GPU scheduling, orchestration, and compute efficiency.

The role requires a strong Python background, 10+ years in software engineering, and proven leadership in large-scale ML systems.

Qualifications

• Bachelor's degree or higher in Computer Engineering, CS, Electrical Engineering, Robotics or related field.
• 10+ years software development experience; 5+ years in staff/principal or senior technical leadership role.
• Track record of setting technical strategy across multiple teams or organizations.
• Extensive experience designing, building, and operating large-scale distributed systems and cloud infrastructure for ML.
• Proven expertise in developing and optimizing ML data pipelines.

Responsabilités

• Lead and mentor a team of software engineers, raising technical standards for scalable ML infrastructure.
• Define and own multi-quarter technical strategy for data generation, orchestration, and distributed training.
• Represent Scalable ML in planning and architecture decisions; resolve cross-team tradeoffs on shared infrastructure.
• Drive adoption of advanced MLOps practices including model artifact management and experiment tracking.
• Build durable partnerships with ML Platform, Jobs Platform, Cloud Platform, and HPC teams to review changes.
• Maintain high reliability with rigorous post-incident root-cause analysis and prevention.

Connaissances

Python

Distributed systems

Cloud platforms

MLOps

Leadership

Strategic thinking

Formation

Bachelor's degree

Master's degree

Outils

Ray

PyTorch

Dagster

LakeFS

PyArrow

Description du poste

Latitude AI seeks a Senior/Staff ML Infrastructure leader to scale our ML data generation, orchestration, and distributed training across multiple teams. You will guide the Scalable ML group, set multi-quarter technical strategy, and drive cross-team collaborations for shared GPU scheduling, orchestration, and compute efficiency.

The role requires a strong Python background, 10+ years in software engineering, and proven leadership in large-scale ML systems.