4 дня назад
Data/Machine Learning Engineer II
171 000 - 198 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data/Machine Learning Engineer II (Python/React/Azure): Building scalable web applications, enterprise integrations, data pipelines, and production machine learning services with an accent on API design, feature engineering, model inference, and MLOps. Focus on deploying predictive and recommendation models, monitoring data and model quality, and improving reliability across Salesforce, CRM, web, and mobile systems.
Location: Atlanta, Georgia, United States. Full-time onsite role with 0–25% travel. Applicants must be authorized to work full time in the United States; visa sponsorship is not available.
Salary: $171,000–$198,000 USD annually, plus a 15% annual incentive reference value and benefits.
Company
A global consumer brand company developing digital products and technology solutions across consumer, customer, and enterprise ecosystems.
What you will do
- Design and develop scalable web applications with React, TypeScript/JavaScript, HTML, and CSS.
- Build backend services, REST APIs, secure integrations, and data-driven solutions connecting Salesforce, CRM platforms, databases, web, and mobile applications.
- Develop data preparation, transformation, feature engineering, and batch or online model inference pipelines.
- Build predictive, classification, ranking, recommendation, segmentation, and forecasting models for business requirements.
- Implement CI/CD, experiment tracking, model versioning, deployment, monitoring, automated testing, and lifecycle management.
- Own production capabilities from requirements through support and continuous improvement, including scalability, reliability, security, observability, and troubleshooting.
Requirements
- 5–10 years of professional software engineering experience across application development, data, or machine learning systems.
- Strong programming experience in Python, Java, C#, or an equivalent enterprise development language, plus JavaScript/TypeScript and React or a comparable frontend framework.
- Experience designing REST APIs and backend services, working with SQL and relational databases such as SQL Server, and integrating enterprise systems.
- Hands-on experience with data pipelines, feature engineering, and machine learning frameworks such as scikit-learn, XGBoost, PyTorch, or TensorFlow.
- Experience taking machine learning solutions into production, including automated testing, containers, monitoring, production support, and CI/CD.
- Knowledge of cloud data services, data modeling and architecture, Git-based version control, Agile Scrum, and DevOps practices; Azure experience is preferred.
Culture & Benefits
- Work with an innovation-focused technology organization and emerging technologies.
- Exposure to global technology leaders and cross-functional collaboration.
- Agile environment supporting experimentation, iteration, continuous learning, and innovation.
- Full range of medical, financial, and other benefits dependent on the position.
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