Machine Learning Engineer (Virtual Agents) Job at Cresta, Remote

NEU4ZDZRNUs2bUYxVGhoMmVDczlEVUlnTkE9PQ==
  • Cresta
  • Remote

Job Description

Cresta is on a mission to turn every customer conversation into a competitive advantage by unlocking the true potential of the contact center. Our platform combines the best of AI and human intelligence to help contact centers discover customer insights and behavioral best practices, automate conversations and inefficient processes, and empower every team member to work smarter and faster. Born from the prestigious Stanford AI lab, Cresta's co-founder and chairman is   Sebastian Thrun , the genius behind Google X, Waymo, Udacity, and more. Our leadership also includes CEO,   Ping Wu , the co-founder of Google Contact Center AI and Vertex AI platform, and CTO & co-founder,  Tim Shi , an early member of Open AI.

 

Join us on this thrilling journey to revolutionize the workforce with AI. The future of work is here, and it's at Cresta.

About the role:



At Cresta, the AI Agent team is on a mission to create state-of-the-art AI Agents that solve practical problems for our customers. We are focused on leveraging the latest technologies in Large Language Models (LLMs) and AI Agent systems, while ensuring that the solutions we develop are cost-effective, secure, and reliable. This role will involve hands-on work on cutting-edge projects, requiring innovative and passionate machine learning engineers who can bring research into practical, scalable applications.

As a Machine Learning Engineer, your goal will be to take AI Agents from the realm of research and bring them into practical, real-world use cases. This includes developing and deploying proprietary LLMs, scaling AI solutions, and addressing key challenges such as evaluation and reliability. While we’re focused on real-world application rather than pure research, you’ll be working with some of the most advanced technologies in the GenAI space.

 

This is a unique opportunity to shape the future of AI at Cresta by solving complex problems and bringing breakthrough AI advancements into production environments.

Responsibilities :


  • Design, develop, and deploy Cresta’s AI Agent solutions and proprietary models.

  • Focus on practical AI challenges such as improving reasoning, planning capabilities, and evaluation in real-world scenarios.

  • Collaborate with cross-functional teams including front-end and back-end software engineers to integrate AI Agents into Cresta’s customer solutions.

  • Lead initiatives to scale AI systems for production environments, ensuring performance and reliability across use cases.

  • Contribute to solving cutting-edge problems in AI and help define the future roadmap for Cresta’s AI Agents.

  • Innovate and research ways to improve security, cost-efficiency, and reliability of AI systems.

Qualifications We Value:




  • Bachelor's Degree in Computer Science, Mathematics or related field, or equivalent professional experience

  • 3+ years of hands-on industry experience with AI and machine learning, preferably 1+ years of hands-on experience in working with LLMs in production environments

  • Strong knowledge of basic machine learning concepts and methods, especially those related to NLP and GenAI

  • Practical knowledge and expertise in modern machine learning frameworks and technologies (e.g. PyTorch, Tensorflow, Hugging Face, NumPy)

  • Strong problem-solving abilities, ability to work collaboratively with cross-functional teams and a passion for bringing AI solutions into real-world use

Perks & Benefits:


  • We offer Cresta employees a variety of medical, dental, and vision plans, designed to fit you and your family’s needs

  • Paid parental leave to support you and your family

  • Monthly Health & Wellness allowance

  • Work from home office stipend to help you succeed in a remote environment

  • Lunch reimbursement for in-office employees 

  • PTO: 3 weeks in Canada 

Compensation for this position includes a base salary, equity, and a variety of benefits. Actual base salaries will be based on candidate-specific factors, including experience, skillset, and location, and local minimum pay requirements as applicable. We are actively hiring for this role in the US and Canada. Your recruiter can provide further details.

Job Tags

Full time, Work at office, Local area, Remote work, Work from home, Home office,

Similar Jobs

Reliable Robotics

Lead Test Pilot Job at Reliable Robotics

 ...driven engineers with experience across aerospace, robotics and self-driving cars working to make this future a reality. As a Lead Test Pilot you will have a senior leadership role within the flight operations team at Reliable Robotics. You will provide direction to the... 

DCS Corp

Electrical Engineer (RF, HW/SW Design) Job at DCS Corp

 ...systems Must be eligible to obtain a security clearance. Desired Skills: MSEE and 10+ years of experience Experience with FPGA design, digital signal processing. Experience with board design to support RF analysis and modulation. Experience utilizing RF... 

BJC

Cardiology Medical Director for Established Group in Southern IL near St. Louis Job at BJC

 ...Cardiology Medical Director to lead our team based at Memorial Hospital in Belleville, Illinois. This is a great opportunity to utilize...  ...Description: Belleville, Illinois is a major suburban center of St. Louis Provides a safe, suburban feel with easy access to a... 

Open Arms Healthcare Agency

Mental Health Program Assistant Job at Open Arms Healthcare Agency

 ...Job Overview: We are seeking a compassionate and detail-oriented Mental Health Program Assistant to join our team. The successful candidate will have a passion for helping others and a drive to make a meaningful impact in the field of mental health. As a key member... 

Reddit, Inc.

Client Partner, Mid-Market (Services) San Francisco, CA Job at Reddit, Inc.

Reddit is a community of communities. Its built on shared interests, passion, and trust and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active...