Full-Time

Senior Backend Software Engineer

Hybrid

Posted on 6/18/2024

Fiddler AI

Fiddler AI

51-200 employees

AI observability and model monitoring platform

Government & Public Sector
AI & Machine Learning

Compensation Overview

$130k - $210kAnnually

Senior

Palo Alto, CA, USA

Hybrid with at least 2 days a week in the Palo Alto office.

Category
Backend Engineering
Software Engineering
Required Skills
RabbitMQ
Python
Postgres
Redis
Flask
Celery
Requirements
  • Masters with no experience or Bachelor's with 5+ years
  • 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
  • Hybrid with at least 2 day a week in the Palo Alto office. Will consider full remote for a strong candidate on the West Coast
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

$65M

Headquarters

Palo Alto, California

Founded

2018

Growth & Insights
Headcount

6 month growth

-1%

1 year growth

-3%

2 year growth

-4%
Simplify Jobs

Simplify's Take

What believers are saying

  • Fiddler AI raised $50M in Series B to enhance its AI observability platform.
  • Partnerships with Cisco and Samsung Next validate Fiddler's industry relevance.
  • Integration with Google Cloud enhances model observability and performance insights.

What critics are saying

  • Increased competition from tech giants like Google Cloud poses a dependency risk.
  • Rapid AI advancements may outpace Fiddler's technology integration capabilities.
  • Reliance on venture capital funding may affect financial sustainability.

What makes Fiddler AI unique

  • Fiddler AI integrates deep XAI and analytics for advanced AI capabilities.
  • The platform offers a unified environment for MLOps, enhancing model trust and performance.
  • Fiddler AI's focus on responsible AI practices sets it apart from competitors.

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