SENIOR MACHINE LEARNING ENGINEER (CHAT AGENT)

What you will do:

• • Collaborate with product managers, data scientists, and other cross-functional team members to understand, define, and detail product requirements, ensuring alignment with business objectives.
  • Design, prototype, and validate ML/NLP models to solve challenging cutting-edge problems, using state-of-the-art techniques (including LLM and ChatGPT!) and best practices.
  • Work with our production teams to build and deploy scalable, high-performing, and reliable ML/NLP pipelines and systems that operate 24x7.
  • Actively contribute to the continuous improvement of our ML productivity, by identifying and leveraging opportunities for automation, data improvements, code optimization, and process enhancements.
  • Help shape the direction of machine learning and artificial intelligence at Cresta.

What we look for:

• • Master's degree or PhD in Computer Science or related technical fields.
  • Minimum of 5 years of experience in software development, with a strong focus on machine learning and natural language processing.
  • Proven hands-on experience in developing, deploying, and maintaining ML/NLP models and pipelines.
  • Expertise in programming languages such as Python, Go and ML/NLP libraries such as PyTorch, Tensorflow, Transformers.
  • Solid understanding of software development principles, data structures, algorithms, and design patterns.
  • Experience with LLMs.
  • Experience with model optimization.
  • Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
  • Strong problem-solving, communication, and collaboration skills.