Note: The job is a remote job and is open to candidates in USA. Alpha Business Solutions is seeking a Senior Machine Learning Engineer to enhance their data-driven decision-making and automation efforts. This role involves designing and implementing machine learning models and collaborating with cross-functional teams to improve guest experiences and operational efficiencies.
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
Company H1B Sponsorship