Note: The job is a remote job and is open to candidates in USA. Dice is seeking an extraordinary Machine Learning Engineer to help build the algorithmic assets and features that transform the guest experience. In this role, you will design and implement algorithmic product architectures and work collaboratively with various teams to maximize the impact of machine learning models.
Responsibilities
- Partner with data scientists to design workflows/architectures that activate ML models and maximize their impact, such as real-time streaming use-cases 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 infrastructure-as-code 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
Skills
- 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
- Master's degree in computer science, software engineering, or related fields required
Benefits
- Medical for full time employees
- Dental, and Vision Insurance
- Life Insurance, Short-Term Disability, Long-Term Disability, etc.
Company Overview
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