Machine Learning Engineer

job
  • Realm
Job Summary
Location
San Mateo ,CA
Job Type
Contract
Visa
Any Valid Visa
Salary
PayRate
Qualification
BCA
Experience
2Years - 10Years
Posted
03 Feb 2025
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Job Description

Realm is partnering with an innovative company that is transforming the future of drive-thru ordering through Voice AI technology. This company is revolutionizing the customer experience in the quick-service restaurant industry by enhancing accuracy, speed, and efficiency with cutting-edge conversational interfaces. As they scale their operations, they are looking to bring on a Machine Learning Engineer to help shape the future of their product.


About the Role:

As a Machine Learning Engineer , you will be a key player in developing and deploying AI-driven models that power a next-gen Voice AI platform. You will collaborate closely with a talented team to:


  • Develop and refine advanced AI models : Focus on improving speech-to-text (STT), text-to-speech (TTS), and large language models (LLMs) to create precise, natural, and engaging voice interactions for high-traffic environments like drive-thru lanes.
  • Improve model performance : Apply state-of-the-art techniques in machine learning to enhance speech recognition, language understanding, and overall conversational AI performance, ensuring accuracy and efficiency in real-world deployment.
  • Integrate AI models with production systems : Work alongside engineering teams to seamlessly integrate models with Point of Sale (POS) systems, kitchen display systems, and drive-thru communication hardware, ensuring an optimal end-to-end experience.
  • Research and innovate : Stay ahead of the curve by exploring the latest advancements in speech AI, machine learning, and deep learning to influence the product’s evolution.
  • Own the model lifecycle : Contribute to all phases of the model development process, from data collection and training to deployment and ongoing optimization.


Qualifications:

  • 2+ years of experience in machine learning, AI, or a related field (preferred)
  • Strong understanding of machine learning principles and experience with modeling techniques (e.g., supervised/unsupervised learning, NLP, reinforcement learning)
  • Experience with speech processing (e.g., speech-to-text, text-to-speech, speaker recognition) or audio signal processing is a strong plus
  • Familiarity with deep learning frameworks like TensorFlow , PyTorch , or Keras
  • Experience with data preprocessing , model training , and evaluation (e.g., managing noisy data, optimizing models for real-time inference)
  • Proficiency in Python and experience deploying AI models to production
  • Passion for AI and its real-world applications, particularly in the quick-service restaurant space
  • Team-oriented mindset : Ability to collaborate effectively with cross-functional teams and contribute to product direction


Benefits:

  • Competitive salary & equity
  • Comprehensive health insurance (medical, dental, vision)
  • Gym membership
  • Opportunity to work on cutting-edge AI technology and research
  • Be part of a passionate, driven team with a shared vision to disrupt an entire industry


Let’s Chat If You:

  • Are passionate about the potential of Voice AI to transform industries
  • Thrive in a fast-paced, collaborative environment
  • Enjoy taking ownership of technical challenges and making a real-world impact
  • Want to build AI that improves the customer experience for millions of people every day


Join this exciting opportunity and help shape the future of drive-thru ordering with AI technology that’s revolutionizing an entire industry!

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