Senior Data Scientist

2 weeks ago

Québec, Quebec, Canada Qohash Full time

About Qohash

Qohash is a cybersecurity company that specializes in modernizing industry practices around the detection and protection of enterprise-sensitive information. Our goal is to provide a groundbreaking approach to data security through our Qostodian platform.

The Role

We are looking for a Senior Machine Learning Developer to join our team. This position will be responsible for developing and implementing machine learning solutions, collaborating with engineers and product managers, and optimizing Generative AI techniques and architectures.

Responsibilities

  • Package LLM models, 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 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.

Requirements

The ideal candidate will have 5+ years of experience with ML model techniques, 5+ years of experience with Python programming, and 3+ years of 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, and experience with ML frameworks such as Tensorflow, PyTorch are also required. Excellent communication and collaboration skills are essential.

Benefits

  • Competitive salary range.
  • Enjoy up to six weeks of paid time off annually.
  • Comprehensive health benefits package, including life insurance, short- and long-term disability insurance, paramedical and telemedicine services, and an HSA account.

Company Culture

At Qohash Inc., we believe in fostering a culture of innovation, integrity, and customer-centricity. We are an Equal Opportunity employer and welcome applications from all qualified candidates.

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