Full-Time

Machine Learning Engineer

Updated on 11/15/2024

Sentry

Sentry

201-500 employees

Full-stack application monitoring and observability

Data & Analytics
Consumer Software
Enterprise Software

Compensation Overview

$160k - $175kAnnually

+ Incentive Compensation + Equity Grants + Paid Time Off

Junior, Mid

San Francisco, CA, USA

Hybrid work schedule requires in-person collaboration on Tuesdays, Wednesdays, and Thursdays.

Category
Applied Machine Learning
Deep Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Pytorch
Natural Language Processing (NLP)
Requirements
  • Minimum 2+ years of professional experience with a MS/PhD degree in computer science, machine learning, or a related field
  • Minimum 4+ years of professional experience with Bachelor’s degree in computer science, machine learning, or a related field
  • You are comfortable writing production quality code (we use Python)
  • Expertise with deep learning frameworks (we use PyTorch)
  • Expertise applying statistical techniques and algorithms to time-series data
  • Familiarity with OLAP databases, ideally in the context of time-series data
  • Familiarity in deploying machine learning models at scale in production environments
  • Experience in writing technical documentation, mentoring, and presenting to technical audiences
  • Proven track record of owning a system, feature, or component, leading or collaborating with multiple engineers and teams
Responsibilities
  • Solve hard problems in the fields of time-series analysis and NLP
  • Work directly with Sentry’s novel (and massive) dataset of errors, spans, and profiles
  • Own the development of major initiatives

Sentry offers full-stack application monitoring and observability, providing deep context, session replay, and distributed tracing to identify errors and performance bottlenecks across frontend and backend technologies, supporting JavaScript, Python, PHP, and more.

Company Stage

Series E

Total Funding

$210.6M

Headquarters

San Francisco, California

Founded

2011

Growth & Insights
Headcount

6 month growth

5%

1 year growth

5%

2 year growth

16%
Simplify Jobs

Simplify's Take

What believers are saying

  • Winning the 2023 Digital Innovator Award from Intellyx highlights Sentry's industry recognition and innovative edge.
  • The launch of new features like Mobile Performance Monitoring and Semantic Versioning demonstrates Sentry's commitment to continuous improvement and addressing developer needs.
  • Sentry's partnerships and studies, such as the one with SlashData, show its proactive approach to understanding and solving developer challenges.

What critics are saying

  • Transitioning to the Functional Source License may alienate some open-source advocates and users.
  • The competitive landscape in application performance monitoring is intense, with major players like New Relic and Datadog posing significant threats.

What makes Sentry unique

  • Sentry's introduction of the Functional Source License (FSL) aims to balance open-source freedom with commercial protection, setting it apart from competitors.
  • The company's focus on developer-first application monitoring, with features like auto-detection of performance issues, provides a unique value proposition.
  • Sentry's strategic acquisitions, such as Codecov, enhance its platform's capabilities, making it a comprehensive solution for developers.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Competitive Compensation + Equity

401(k) Plan

Medical, Dental, Vision Insurance

Commuter Stipend

Professional Development Stipend

Health & Wellness Benefits

Charitable Matching Program

Flexible PTO

Paid Parental Leave