Remote Machine Learning Engineer (Virtual Agents)

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Description:

  • Cresta is on a mission to enhance customer conversations by leveraging AI and human intelligence in contact centers.
  • The AI Agent team aims to create advanced AI Agents that address practical customer problems using Large Language Models (LLMs) and AI Agent systems.
  • The role involves hands-on work on innovative projects, focusing on developing and deploying proprietary LLMs and scaling AI solutions.
  • Responsibilities include designing, developing, and deploying AI Agent solutions, improving reasoning and planning capabilities, and collaborating with cross-functional teams.
  • The position requires leading initiatives to scale AI systems for production environments and contributing to the future roadmap for Cresta’s AI Agents.
  • The role emphasizes innovation in security, cost-efficiency, and reliability of AI systems.

Requirements:

  • A Bachelor's Degree in Computer Science, Mathematics, or a related field, or equivalent professional experience is required.
  • Candidates must have 3+ years of hands-on industry experience with AI and machine learning, including at least 1+ years of experience working with LLMs in production environments.
  • Strong knowledge of basic machine learning concepts and methods, particularly in NLP and GenAI, is essential.
  • Practical expertise in modern machine learning frameworks and technologies such as PyTorch, Tensorflow, Hugging Face, and NumPy is required.
  • Strong problem-solving abilities and a collaborative mindset are necessary, along with a passion for applying AI solutions in real-world scenarios.

Benefits:

  • Cresta offers a variety of medical, dental, and vision plans tailored to meet the needs of employees and their families.
  • Paid parental leave is provided to support employees and their families.
  • A monthly Health & Wellness allowance is available to promote employee well-being.
  • Employees receive a work-from-home office stipend to facilitate success in a remote work environment.
  • In-office employees benefit from lunch reimbursement.
  • Paid Time Off (PTO) includes 3 weeks for employees in Canada.
  • Compensation includes a base salary, equity, and a range of benefits, with actual salaries based on experience, skillset, and location.
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