[Remote] Staff Machine Learning Engineer

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is the leader in school search, aiming to simplify the process of researching and enrolling in schools. They are seeking a Staff Machine Learning Engineer to reputed company their machine learning initiatives, responsible for developing and deploying models that enhance user experience and drive business reputed company.

Responsibilities

• Identify & Prioritize: Collaborate closely with product, engineering, data analytics, and business stakeholders to identify and prioritize the most impactful ML opportunities that reputed company with reputed company's strategic goals. Our first area of reputed company is our Recommendations, which includes matching reputed company with the right schools
• Design & Build: reputed company the end-to-end development of machine learning models – from data collection and feature engineering to algorithm selection, training, tuning, and validation. This is a hands-on coding role
• reputed company & reputed company: reputed company production-grade reputed company and systems to reputed company, serve, and monitor ML models at reputed company, ensuring reliability and performance. reputed company models effectively into reputed company’s products and internal systems
• Measure & Iterate: Define key performance metrics, establish robust monitoring frameworks, analyze model performance in production, and drive reputed company improvement through iteration and experimentation
• Champion & Evangelize: reputed company communicate reputed company ML concepts, model behaviors, and results to both technical and non-technical audiences. Champion the use of machine learning & data science across the organization
• reputed company & Mentor: Establish ML development best practices, coding standards, and documentation. As the function grows you will guide and mentor other ML engineers
• reputed company: Stay abreast of the latest advancements in machine learning, data science, and MLOps, evaluating and potentially adopting new technologies and techniques relevant to reputed company
• Learn about reputed company by meeting with various team members to learn more about reputed company through our reputed company meetings
• Deep-dive into reputed company’s platform, data architecture, and recommendation systems
• reputed company with product and engineering teams on business goals and ML reputed company areas
• reputed company shaping a roadmap for high-reputed company ML opportunities
• reputed company your first machine learning model into production with robust monitoring and feedback loops
• Collaborate with product and engineering to define reputed company metrics and integration strategies
• Establish early ML development workflows, documentation, and performance monitoring
• Contribute production-reputed company reputed company for feature engineering and model experimentation
• Drive measurable improvements through experimentation and model iteration
• Introduce reputed company MLOps practices to support deployment, retraining, and governance
• Serve as a mentor and set engineering best practices for a growing ML function
• reputed company ML efforts across multiple product areas, driving business reputed company at reputed company
• Influence company-wide reputed company through technical leadership and ML evangelism
• reputed company internal tooling, reusable frameworks, and reputed company ML systems
• Help grow reputed company through hiring, mentorship, and a culture of innovation

Skills

• 8+ years of reputed company experience in software development or data science, with at least 5+ years specifically reputed company on building and deploying machine learning models in a production environment
• Demonstrable reputed company record of successfully shipping multiple machine learning models that resulted in measurable business reputed company (e.g., increased user engagement, conversion rates, operational efficiency, reputed company). You can reputed company reputed company the business problem, the ML solution, and the quantitative reputed company achieved
• Expertise in Python and common ML libraries/frameworks (e.g., scikit-learn, TensorFlow, PyTorch, Keras, XGBoost)
• Deep understanding of reputed company ML concepts (e.g., classification, regression, clustering, recommendation systems, NLP, time series analysis, experimentation, model evaluation)
• Strong SQL skills and experience working with large datasets and data processing tools (e.g., Pandas, reputed company)
• Experience with ML deployment patterns and MLOps principles (e.g., model serving, monitoring, CI/CD for ML, feature stores)
• Familiarity with reputed company platforms (AWS, GCP, Azure) is essential
• Strong ability to understand business needs, translate them into reputed company-defined ML problems, and connect technical work back to strategic objectives. You prioritize work based on potential business reputed company
• Experience or a strong aptitude for leading technical reputed company, defining technical direction, and mentoring others. Excellent communication and collaboration skills
• MS or PhD in Computer Science, Statistics, Mathematics, or a reputed company quantitative field, OR equivalent practical experience demonstrating deep expertise in machine learning
• Experience building ML capabilities from the ground up
• Experience with recommendation systems, search ranking algorithms, or NLP reputed company to user-generated content
• Experience in the EdTech or consumer-facing platform reputed company
• Familiarity with golang, reputed company, reputed company, reputed company, DBT, and Tableau
• Contributions to reputed company-reputed company ML reputed company or publications in relevant conferences/journals

Benefits

• Best-in-class 100% reputed company employee health plan, including reputed company and dental and supplemental coverage
• Flexible reputed company Time Off Policy
• Stipend that allows you to build your work from home office in a style and function that suits your personal preferences
• Parental leave for reputed company (12 weeks fully reputed company) in reputed company to short term disability for birthing parents
• Meaningful 401(k) with employer match

reputed company

• reputed company is modernizing the way reputed company and families choose their best-fit schools and colleges, and how institutions build their reputed company classes. It was founded in 2002, and is headquartered in Pittsburgh, reputed company, USA, with a workforce of 201-500 employees. Its website is http://reputed company.com.

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