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Software Engineer (Ml/Nlp) (Toronto)
Company | Cresta |
Address | Toronto, Ontario, Canada |
Employment type | FULL_TIME |
Salary | |
Category | Software Development |
Expires | 2023-07-21 |
Posted at | 11 months ago |
Who are we?
- Actively contribute to the continuous improvement of our ML productivity, by identifying and leveraging opportunities for automation, data improvements, code optimization, and process enhancements.
- Work with our production teams to build and deploy scalable, high-performing, and reliable ML/NLP pipelines and systems that operate 24x7.
- 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.
- Help shape the direction of machine learning and artificial intelligence at Cresta.
- Minimum of 3 years of experience in software development, with a strong focus on machine learning and natural language processing.
- Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
- Experience with model optimization is a plus.
- Master's degree or PhD in Computer Science or related technical fields.
- Experience with LLMs is a plus.
- 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.
- Strong problem-solving, communication, and collaboration skills.
- Solid understanding of software development principles, data structures, algorithms, and design patterns.
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