Senior Machine Learning Engineer
May 29
🏡 Remote – Anywhere in California
Description
• Architect, design and build highly-performant and reliable ML systems from the ground up, which integrate into our production environment (Python, MongoDB, GCP services). • Iteratively develop, train, and deploy high-scale, high-performance ML models that can, for example, efficiently price work (shifts), and maximize fill rates by modeling the likelihood of shift acceptance • Contribute to our engineering culture and serve as a mentor for junior engineers
Requirements
• Machine learning expert: 5+ years of machine learning and software engineering experience, including the end-to-end, ground-up ML projects typically found in early-stage start-ups • Large dataset wrangler: Track record of working with very large datasets to solve business problems by iteratively training and deploying highly performant machine learning models into production • Programming expert: Hands-on programming skills in Python (or similar languages), data manipulation (SQL, pandas), and machine learning tools (scikit-learn, XGBoost, etc.) • Business acumen: You can understand the Shiftsmart business from multiple perspectives using your business savvy, customer focus, financial acumen, and technical savvy • Results-driven: You are driven for results, taking the initiative to plan and execute projects from scratch in rapidly evolving environments, with significant complexity and ambiguity • Collaborative: You can build collaborative relationships and influence the overall product roadmap using your communication skills to effectively partner with leadership and cross-functional teams
Benefits
• Comprehensive healthcare coverage: We cover 100% of employee premiums for medical, dental, and vision care (60-75% for dependents) • 401(k) match program: We match 100% on the first 3% of your contributions and 50% on the next 2% for a maximum match of 4% • Generous, fully paid parental and family leave policies • Pre-tax commuter benefits • Unlimited and flexible PTO • Collaborative office with fully stocked kitchen @ 1 World Trade in Manhattan
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