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Full-Time

ML Applications Engineer

Posted on 8/16/2024

Phaidra

Phaidra

51-200 employees

AI-driven virtual plant operator

Consulting
Hardware
Industrial & Manufacturing
Energy
Enterprise Software
Social Impact
AI & Machine Learning

Compensation Overview

$82.4k - $152.9kAnnually

+ Equity

Mid

Remote in USA

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
Python
Requirements
  • 4+ years of progressive relevant work experience
  • Previous experience as a Software Engineer, Data Scientist or Machine Learning Engineer in an industrial controls or process engineering environment
  • Understanding of ML concepts and ability to reason about systems with non-deterministic components
  • Fluency in a high-level programming language, preferably Python
  • Natural curiosity; desire to learn, go deep and problem-solve in new domains
  • Exceptional organizational and communications skills
  • Alignment with Phaidra’s values: transparency, collaboration, operational excellence, ownership, empathy
Responsibilities
  • Wear different hats: Software Engineer, Controls Engineer, Data scientist, ML engineer
  • Deeply understand the capabilities and tools offered by Phaidra’s internal platform
  • Work with Solutions Engineers to build the right solutions for new customer applications
  • Maintain customer applications after initial onboarding
  • Help resolve product issues, improve system configuration, and ensure the timely and thorough resolution of engineering interventions
  • Understand AI behavior as applied to customer systems, identify issues with it, and implement improvements
  • Build necessary tools to augment your work
  • Maintain clear and concise documentation of your research, communications, and actions

Phaidra specializes in employing AI-driven deep reinforcement learning to optimize real-time controls in mission-critical facilities, enhancing stability, energy efficiency, and sustainability without constant programming updates. This company fosters a culture that is centered on technological advancement and sustainability in industrial operations, making it an ideal workplace for those passionate about using cutting-edge technology to make tangible improvements in operational efficiency and environmental impact. The focus on continuous learning and application of the latest technologies in AI reaffirms its commitment to both industry leadership and employee development.

Company Stage

Series A

Total Funding

$30.5M

Headquarters

Seattle, Washington

Founded

2019

Growth & Insights
Headcount

6 month growth

8%

1 year growth

33%

2 year growth

89%
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Simplify's Take

What believers are saying

  • Phaidra's recent $12M funding round led by Index Ventures positions it for significant growth and technological advancements.
  • The company's AI-driven approach can lead to substantial cost savings and increased compute capabilities for data centers, making it highly attractive to potential clients.
  • Recognition as a finalist for Startup of the Year at the GeekWire Awards highlights Phaidra's innovation and impact in the tech community.

What critics are saying

  • The rapid growth in AI and data center energy demands could lead to increased competition from larger, more established companies.
  • Integrating AI solutions into existing industrial systems can be complex and may face resistance from traditional operators.

What makes Phaidra unique

  • Phaidra leverages AI to optimize energy efficiency in data centers, a niche focus that sets it apart from broader industrial automation competitors.
  • The company's leadership team includes alumni from Alphabet’s AI research hub DeepMind, providing a unique expertise in advanced AI applications.
  • Phaidra's technology integrates seamlessly with existing systems, offering real-time adaptability and continuous improvement, unlike static solutions.
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