Machine Learning Infra Engineer

New York City, NY - USA

Monthly Salary: $ 130 - 210

Posted on: 30+ days ago

Vacancies: 1 Vacancy

Job Summary

Description

Location: New York NY (Flatiron District)

Employment Type: Full-time

On-site: 5 days/week in-person (Non-negotiable)

About the Role

Our client is a high-growth venture-backed defense tech company working at the cutting edge of signal processing machine learning and embedded systems. As a Machine Learning Infra Engineer you will design and build core infrastructure from scratch to handle petabytes of radio spectrum data. This is a high-ownership role for an experienced engineer who has strong opinions on tooling best practices and can make informed future-proof decisions about architecture.

This team operates with a high bar for talent a culture of high growth and high ownership and requires an in-person presence to foster collaboration.

What Youll Do

Scale distributed data storage and write Python APIs to make loading massive datasets (e.g. 30GB) feel instantaneous.
Set up orchestration for model training on GPU clusters including versioning and artifact deployment.
Explore creative ways to combine relational and vector-based search queries to enable researchers to quickly discover the most relevant data.
Define large areas of the engineering roadmap and collaborate extensively with researchers.

Requirements

What Our Client is Looking For

2-7 years of experience in ML Ops building platforms that track package and ship models in production.
Experience designing and implementing data infrastructure from scratch (databases cloud storage cloud compute).
Strong experience with AWS including networking S3 Sagemaker RDS ECS Lambda and related infra-as-code tools (AWS CDK).
Experience managing a production-grade Python codebase used by other people.
Ability to deal with larger-than-memory data inexpensively without setting up a cluster.
Experience with ML experiment tracking model versioning and artifact deployment (e.g. MLflow).
U.S. Citizenship is required due to the nature of their work (Defense/ITAR).

Benefits

Salary: $130K - $210K
Equity: 0.05% - 0.2%
Visa sponsorship is not available (U.S. citizens only).
Relocation support is offered for strong candidates moving to NYC.

Due to the high volume of applications we anticipate we regret that we are unable to provide individual feedback to all you do not hear back from us within 4 weeks of your application please assume that you have not been successful on this occasion. We genuinely appreciate your interest and wish you the best in your job search.

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DescriptionLocation: New York NY (Flatiron District) Employment Type: Full-time On-site: 5 days/week in-person (Non-negotiable)About the RoleOur client is a high-growth venture-backed defense tech company working at the cutting edge of signal processing machine learning and embedded systems. As a Ma...