Apply📍 Quebec, Ontario
🔍 Cybersecurity
- 5+ years of experience with the following ML model techniques: LLMs, Deep Learning, traditional ML and predictive modeling.
- 5+ years of experience with Python programming.
- 3+ years experience with building, validating, deploying and monitoring production models.
- Strong skills in using generative AI to speed up features delivery.
- Strong understanding of Generative AI techniques and models.
- Experience with ML frameworks such as Tensorflow, PyTorch.
- Experience with infrastructure and tooling for MLOps.
- Excellent communication and collaboration skills.
- Package LLM models, incorporating Generative AI, deploy to production environments, and monitor usage and performance.
- Collaborate with engineers and product managers to integrate Generative AI features into existing systems.
- Experiment with different Generative AI techniques and architectures to optimize both delivery and performance.
- Evaluate and validate the effectiveness of Generative AI models using appropriate metrics.
- Manage ML infrastructure in the cloud.
- Test models at scale and ensure CI/CD best practices are followed by the whole team.
- Diagnose and resolve ML workflow and production issues quickly.
- Design, develop, and maintain machine learning algorithms that work on machines with limited resources as well as in cloud environments.
- Create and maintain scalable feature pipelines.
- Integrate the algorithms in the current systems, in collaboration with the engineering teams.
- Write production-level code to convert ML models into working pipelines.
- Correct anomalies and problems as they arise.
- Test the implemented features to make sure all acceptance criteria are met.
- Participate in projects from the initial idea to launch.
- Contribute to the continuous improvement of development activities (agility, automated tests, deployment, etc.).
- Collaborate with the security team to integrate security best practices into software development processes.
- Communicate risks associated with any activity, technology, or processes as you identify them.
- Stay up to date with developments in the machine learning industry.
PythonSoftware DevelopmentSQLMachine LearningPyTorchAlgorithmsData StructuresTensorflowCollaborationCI/CDTime Management
Posted 2024-11-07
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