Role overview
**About The Role**
In this role you will support cross-functional teams in designing and implementing machine learning-based solutions and contribute to Machine Learning Engineering (MLE) internal tools and best practices.
****What You’ll Do****
* Work with Engineers to integrate Data Science models into customer-facing solutions
* Support model development through Google Cloud Platform (PCP) service enablement and configuration
* Contribute to the roadmap for Data Science and MLE team tools and technology development
* Design and implement monitoring and alerting systems to maintain model performance and integrity
* Work within the Machine Learning Engineering team to develop leverageable toolsets to standardize and streamline model implementations
* Mentor and guide junior machine learning engineers, providing technical expertise and fostering a culture of continuous learning and development
* Think in terms of iterative development, document, and communicate throughout the products' data science lifecycle
* Work closely with Data Scientists to efficiently scale Extract Transform Load (ETL) workflows and models to meet production requirements
* Optimize and fine-tune models to achieve peak performance and accuracy within resource constraints
* Stay up-to-date on GCP services and best practices for Data Science and Machine Learning implementations
* Additional tasks may be assigned
**Required**
****What Skills You Have****
* Bachelor’s degree in Data Science, Computer Science, Statistics, Applied Mathematics or equivalent quantitative field
* 3+ years of progressively complex Data Science or analytics experience
* 3+ years of experience as a Machine Learning Engineer with a proven track record of successful project delivery
* In-depth knowledge of Google Cloud Platform services, particularly Vertex AI, BigQuery and Dataproc
* Extensive expertise with CI/CD and IaC best practices
* Extensive knowledge of distributed computing and big data technologies like Spark, Kubeflow, Airflow and SQL
* Extensive expertise in Python and machine learning libraries (e.g., TensorFlow, PyTorch, scikit-learn)
* Experience with Agile/XP software development
* Experience with OGSM approach; strategy development, and execution
**Preferred**
* Master’s Degree and/or Ph.D.
* Proficiency in Java/Scala or other languages
* Retail experience
* E-commerce experience