19 дней назад
Data & ML Infrastructure Engineer (AI)
150 000 - 185 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data & ML Infrastructure Engineer (AI): Building scalable data infrastructure, multimodal pipelines, and searchable data lakes for autonomous systems with an accent on video, telemetry, sensor data, dataset quality, and reproducibility. Focus on designing ML-ready dataset workflows, synchronizing multimodal data, and developing observability and self-service tools for autonomy and perception engineering.
Location: Remote; U.S. citizenship and the ability to obtain and maintain a U.S. Government security clearance are required
Salary: $150,000–$185,000 per year, plus equity and bonus opportunities
Company
develops software-defined hardware and collaborative autonomy systems for defense and commercial applications across sea, air, and land.
What you will do
- Build and maintain infrastructure for video, imagery, telemetry, sensor data, autonomy logs, mission data, and field-test data.
- Own ingestion, storage, indexing, metadata, access patterns, and lifecycle management for the internal data lake.
- Develop scalable pipelines and reproducible workflows for ML training, evaluation, debugging, regression testing, and benchmarking.
- Build tools for data search, filtering, tagging, retrieval, replay, visualization, and analysis.
- Establish dataset quality, lineage, versioning, monitoring, observability, and validation standards.
- Partner with Autonomy, Perception, Software, Simulation, Field Operations, and Program teams to turn engineering requirements into scalable data capabilities.
Requirements
- Bachelor’s degree in computer science, data science, machine learning, electrical engineering, computer engineering, robotics, applied mathematics, or a related technical field.
- 3+ years of experience in data engineering, ML infrastructure, data platforms, backend systems, MLOps, or related engineering roles.
- Experience operating production pipelines for large-scale structured, semi-structured, or unstructured datasets, including video, imagery, telemetry, sensor data, or logs.
- Strong programming skills in Python and SQL, with experience in cloud storage, object stores, data lakes, databases, distributed processing, or modern data platforms.
- Experience with dataset versioning, metadata management, data lineage, access controls, reproducibility, testing, reliability, and observability.
- U.S. citizenship and ability to obtain and maintain a U.S. Government security clearance.
Nice to have
- Experience with ML infrastructure, MLOps, training pipelines, experiment tracking, model evaluation, or model registries.
- Experience with S3-compatible storage, PostgreSQL, Spark, Ray, Airflow, Dagster, Kubernetes, Docker, or Kafka.
- Experience with autonomous-system datasets, computer vision annotation, sensor synchronization, timestamp alignment, or multimodal dataset construction.
- Experience with security, auditability, and data-handling requirements in government, defense, robotics, aerospace, or dual-use technology programs.
- Active or prior security clearance.
Culture & Benefits
- Employer-paid health, dental, and vision insurance for employees and families.
- Employer-paid life insurance and access to a 401(k) program with matching.
- Unlimited paid time off with an enforced two-week minimum.
- Equity package, work-from-home office stipend, Global Entry, and monthly health and wellness stipend.
- Sixteen weeks of paid parental leave.
- Mission-driven environment focused on innovation, integrity, ownership, and advanced defense technology.
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