Full-Time

Machine Learning Engineer

Posted on 8/28/2024

Sentry

Sentry

201-500 employees

Full-stack application monitoring and observability

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

0%

1 year growth

-1%

2 year growth

0%
Simplify Jobs

Simplify's Take

What believers are saying

  • Integration with AI tools like Devnaut boosts Sentry's codebase visibility and productivity.
  • Sentry's focus on mobile performance monitoring aligns with growing demand in mobile solutions.
  • Winning the 2023 Digital Innovator Award highlights Sentry's leadership in digital transformation.

What critics are saying

  • Competition from AI-powered tools like Devnaut may impact Sentry's market share.
  • The Functional Source License might deter developers preferring permissive open-source licenses.
  • Expanded integrations in Google's Gemini 2.0 could increase competition in error tracking.

What makes Sentry unique

  • Sentry offers real-time error tracking across the entire software stack.
  • The Functional Source License protects Sentry's commercial interests while supporting open-source collaboration.
  • Sentry's integration with Google's Gemini 2.0 enhances its visibility among developers.

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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

INACTIVE