Full-Time

Principal AI Platform Engineer

Updated on 12/20/2024

Analog Devices

Analog Devices

10,001+ employees

Compensation Overview

$211.6k - $290.9kAnnually

+ Bonus

Senior, Expert

Boston, MA, USA + 2 more

More locations: Monterey, CA, USA | San Jose, CA, USA

US Citizenship Required

Category
DevOps & Infrastructure
DevOps Engineering
Required Skills
Kubernetes
Microsoft Azure
Agile
Python
Airflow
Tensorflow
Pytorch
AWS
JIRA
SCRUM
Confluence
Google Cloud Platform
Requirements
  • 8+ years of experience in software engineering, ML engineering, MLOps, or related fields, with proven experience in developing and maintaining scalable AI platforms.
  • Experience using MLOps, and DataOps frameworks such as Kubeflow, MLFlow, Airflow, etc.
  • Working knowledge of common ML frameworks such as TensorFlow, PyTorch, etc.
  • Proficiency with one or more programming languages (Python preferred)
  • Expertise in containerization and orchestration using technologies such as Kubernetes
  • Experience with cloud platforms such as Azure, AWS or GCP.
  • Experience with Agile/Scrum development processes and tools (e.g., Jira, Confluence, etc.)
  • Bachelor's degree in Computer Science or related field.
  • Bonus: Experience with Edge AI products or platform development and familiarity with Edge AI optimization and runtime frameworks.
Responsibilities
  • Design and develop scalable AI platforms to support end-to-end Edge AI workflows and to handle large-scale data and compute workloads.
  • Build ML pipelines to support the development, experimentation, deployment, testing, and monitoring of Edge AI/ML models
  • Work closely with data scientists, software engineers, hardware engineers, and stakeholders to productize, deploy, and maintain Edge AI/ML models
  • Monitor the performance, security, and scalability of ML infrastructure and continuously explore ways to enhance data quality and reliability
  • Guide the MLOps and DataOps platform technology roadmap and identify opportunities to gain a competitive advantage
  • Stay up to date with the latest developments in ML and data technologies and tools

Company Stage

IPO

Total Funding

$16.1M

Headquarters

Wilmington, Massachusetts

Founded

1965

Simplify Jobs

Simplify's Take

What believers are saying

  • Silent Switcher 3 enhances ADI's competitive edge in power-sensitive applications.
  • Flex Logix acquisition opens new market opportunities in FPGA technology.
  • CodeFusion Studio launch aims to capture the semiconductor software market.

What critics are saying

  • Increased competition from Asian semiconductor companies could erode ADI's market share.
  • U.S.-China trade tensions may lead to increased tariffs on semiconductor components.
  • Volatility in raw material prices could unpredictably increase production costs.

What makes Analog Devices unique

  • Analog Devices introduced Silent Switcher 3 for low-frequency noise control in power applications.
  • Acquisition of Flex Logix's FPGA assets enhances ADI's capabilities in FPGA technology.
  • Partnership with Keysight Technologies advances ADI's automotive and multimedia connectivity solutions.

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