Senior Machine Learning Engineer
Senior Machine Learning Engineer
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Job Description
PURPOSE:
Were working to Advance Care through datadriven decisions and automation. This mission serves as the foundation for every decision as we create the future of travel. We cant do that without the best talent talent that is innovative curious and driven to create exceptional experiences for our guests customers owners and colleagues.
Client seeks an extraordinary Machine Learning Engineer to help build the algorithmic assets and features that client guests members customers and internal users leverage to transform the guest experience and drive efficiencies across the operations of our business.
POSITION RESPONSIBILITIES:
- Partner with data scientists to design workflows/architectures that activate ML models and maximize their impact such as realtime streaming usecases and offline batch optimizations.
- Partner with data scientists to develop prototype solutions of algorithmic products leveraging appropriate AWS services with appropriate consideration for scale and latency where applicable.
- Implement and productionize final solutions via infrastructureascode pattern.
- Implement data processing workflows to enhance our Feature Store with impactful data including appropriate data cleansing/imputation logic.
- Enhance existing algorithmic products architecture/workflow as needed to maximize impact of the algorithmic product.
- Partner with data engineering team to ensure data science data needs are being delivered in the appropriate format/cadence required for maximum impact.
- Stay up to date with latest design patterns and AWS services with respect to Machine Learning Engineering.
- Partner with data architecture data governance and security team to ensure solutions meet required standards.
- The ideal candidate demonstrates a commitment to Client core values: respect integrity humility empathy creativity and fun.
EXPERIENCE AND QUALIFICATIONS:
5 years of implementing software product solutions in a cloud environment with a focus on algorithmic/machine learning products hospitality experience not required
Expertise in AWS cloud services
Expertise in Python SQL PySpark Docker
Experience with streaming and batch data architectures at scale
Experience operating in an Agile Methodology environment.
Experience with DevOps and CI/CD concepts
Excellent communication and teamwork skills
Position will not require customerfacing interactions.
EDUCATION:
masters degree in computer science software engineering or related fields required
Employment Type
Full Time
