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Full-Time

Senior Backend Software Engineer

Seattle, West Remote

Updated on 10/2/2024

Fiddler AI

Fiddler AI

51-200 employees

AI observability and model monitoring platform

AI & Machine Learning
Data & Analytics

Compensation Overview

$130k - $210kAnnually

Senior, Expert

Remote in USA

Preference for candidates to be remote near Seattle or located on the West Coast.

Category
Backend Engineering
Software Engineering
Required Skills
RabbitMQ
Python
Postgres
Redis
Flask
Celery
Requirements
  • Masters with no experience or Bachelor's with 5+ years of experience
  • Proficiency with Python
  • Experience working with ML models in production. Experience with common LLM frameworks (Langchain, Llamaindex, RAG, HuggingFace, and eval frameworks like Ragas or Presidio)
  • Experience debugging and troubleshooting production systems, on call support experience
  • Experience working with common distributed systems infrastructure: Redis, Postgres, RabbitMQ, Celery, Flask
Responsibilities
  • Design and build a world-class cloud platform to help enterprises monitor and analyze their ML models, covering both predictive models as well as LLM and Generative models
  • Design enterprise-grade, scalable APIs and frameworks to run analysis and validation of customers’ ML models and workflows
  • Develop new types of metrics and evaluation methods for quality and robustness of ML models
  • Work with product and customer facing teams to enhance and expand our product
  • Recommend and implement engineering best practices, improve the functionality of existing software, and ensure that the design, application, and maintenance of software meets quality standards

Fiddler AI offers an AI Observability platform specializing in model monitoring, explainable AI, and analytics, with a focus on deep XAI integration for MLOps systems at scale. The platform provides comprehensive XAI integration for stable and secure MLOps systems at scale.

Company Stage

Series B

Total Funding

$45.2M

Headquarters

Palo Alto, California

Founded

2018

Growth & Insights
Headcount

6 month growth

6%

1 year growth

14%

2 year growth

28%
Simplify Jobs

Simplify's Take

What believers are saying

  • Collaborations with industry leaders like Google Cloud and O'Reilly Media enhance Fiddler AI's credibility and market reach.
  • Recent upgrades to the Fiddler Model Performance Management platform demonstrate the company's commitment to continuous improvement and innovation.
  • The hiring of a Chief Scientist, Krishnaram Kenthapadi, indicates a focus on strengthening the company's research and development capabilities.

What critics are saying

  • The competitive landscape in AI Observability and Model Performance Management is intensifying, requiring Fiddler AI to continuously innovate to maintain its edge.
  • Dependence on strategic partnerships and investments could pose risks if these relationships change or dissolve.

What makes Fiddler AI unique

  • Fiddler AI's partnership with Google Cloud enhances its AI Observability platform, providing a unified interface for model monitoring and root cause analysis, which is a unique offering in the market.
  • The company's focus on Model Performance Management (MPM) and AI explainability sets it apart from competitors who may not prioritize these aspects.
  • Strategic investments from firms like Dentsu Ventures and Alteryx Ventures highlight Fiddler AI's strong market position and potential for growth.