Principal Data Scientist

3 weeks ago


Waterloo, Canada opentext Full time

**OPENTEXT - THE INFORMATION COMPANY**

As the Information Company, our mission at OpenText is to create software solutions and deliver services that redefine the future of digital. Be part of a winning team that leads the way in Enterprise Information Management.

**THE OPPORTUNITY**:
**YOU ARE GREAT AT**:

- Implementing Software Engineering best practices
- Being a hands-on leader, and provide technical leadership & mentorship
- Providing leadership with regards to pipeline architecture to ensure solutions are built in alignment with platform principles and standards
- Automating and building tools for all stages of AI/ML pipeline in a cloud environment (data pipeline, model training and serving)
- Designing innovative and flexible AI/ML pipelines
- Participating in peer code review, testing and implementation of best software development practices
- Collaborating with team members and other teams to productionize ML models
- Promoting a culture of learning, collaboration and continuous improvement

**WHAT IT TAKES**:

- Ability to design and implement cloud solutions (AWS, Azure, or GCP)
- Knowledge of cloud computing
- Experience with Docker and Kubernetes
- Ability to build MLOps pipelines
- Good understanding of Linux
- Knowledge of frameworks such as Keras, Tensorflow, PyTorch,
- Experience with software development
- Ability to understand tools used by data scientists
- Experience in using popular MLOps frameworks like Kubeflow, MLFlow, and AirFlow
- Proficiency in Python and PySpark development and experience with unit/integration/acceptance testing
- In-depth understanding of Apache Spark architecture and working with HDFS/S3 FS
- Experience with writing and optimizing SQL queries
- Demonstrated ability to build strong working relationships with key stakeholders be the liaison between technical and non-technical members

Subject to applicable laws and regulations, OpenText’s global vaccination policy requires all employees to be fully vaccinated against COVID-19 to enter an OpenText office. Accommodations may be available for specific roles.


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