Machine Learning Engineer (Virtual Agents)

Posted 2024-10-21

💎 Seniority level: Middle, 3+ years

📍 Location: US, Canada

🔍 Industry: AI and Machine Learning

🏢 Company: Cresta

🗣️ Languages: English

⏳ Experience: 3+ years

🪄 Skills: Machine LearningNumpyPyTorchTensorflowProblem Solving

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.

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.

Posted 2024-10-24

📍 Canada

🧭 Full-Time

🔍 Artificial Intelligence

🏢 Company: Cresta

Bachelor’s Degree in Computer Science, Mathematics, or a related field; Master’s or Ph.D. preferred, or equivalent professional experience.
7+ years of hands-on industry experience with AI and machine learning, preferably with 3+ years of experience working with LLMs in large-scale production environments.
Expert knowledge of machine learning concepts and methods, especially those related to NLP, Generative AI, and working with LLMs.
Proven leadership in designing and deploying AI solutions at scale, with a deep understanding of model optimization and real-time AI applications.
Extensive practical knowledge of modern machine learning frameworks and technologies (e.g., PyTorch, Tensorflow, Hugging Face, NumPy), as well as experience with distributed systems and cloud-based AI infrastructure.
Strong problem-solving and strategic thinking abilities, with a proven ability to lead cross-functional teams and work collaboratively to deliver innovative AI solutions in production.
A passion for driving AI adoption and pushing the boundaries of AI technology into real-world applications, with an ability to mentor junior engineers and influence strategic decisions across the organization.

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.

LeadershipMachine LearningNumpyPyTorchTensorflowProblem SolvingMentoring

Posted 2024-10-24

🔧 Requirements