Machine Learning Architect
1 day ago
Company Overview
Welcome to ZipRecruiter, a leading online job search platform. At our company, we're passionate about using artificial intelligence and machine learning to connect job seekers with their dream jobs. Our mission is to develop innovative solutions that empower our users to find the right job opportunities and advance their careers.
Position Overview
We are seeking an experienced Machine Learning Architect to join our team of engineers and data scientists. As a Machine Learning Architect, you'll play a crucial role in designing, building, and optimizing our machine learning infrastructure to support the needs of our organization. You'll work closely with cross-functional teams to ensure the reliability, scalability, and efficiency of our systems.
About the Role
- Design and Architect Infrastructure: Design and architect scalable and reliable infrastructure solutions to support machine learning model development, training, and deployment.
- Model Training and Experimentation: Develop and maintain infrastructure for model training and experimentation, including distributed computing environments and GPU clusters.
- Model Deployment and Serving: Implement and manage infrastructure for deploying and serving machine learning models in production environments, ensuring low-latency and high availability.
- Data Processing and Feature Engineering: Develop pipelines and tools for data processing, feature engineering, and preprocessing to support machine learning model development.
- Infrastructure Automation: Implement infrastructure automation and orchestration using tools such as Kubernetes, Docker, Terraform, and Ansible to streamline deployment and management processes.
Requirements
- Bachelor's degree or higher in Computer Science, Engineering, or related field.
- Strong background in infrastructure engineering, with hands-on experience in designing, building, and optimizing infrastructure solutions for machine learning.
- Proficiency in programming languages such as Python, Java, or Go, and experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Experience with cloud platforms such as AWS, Google Cloud Platform, or Microsoft Azure, and familiarity with cloud services for machine learning (e.g., SageMaker, AI Platform, Azure ML).
- Knowledge of distributed computing technologies such as Apache Spark, Hadoop, or Dask, and experience with containerization and orchestration technologies such as Docker and Kubernetes.
- Strong problem-solving abilities and analytical thinking, with a keen attention to detail and a passion for tackling complex technical challenges.
What We Offer
- Competitive Salary: The industry standard salary for Machine Learning Architects typically ranges from $180,000 to $280,000 per year, depending on experience and qualifications.
- Comprehensive Benefits Package: Enjoy a comprehensive benefits package, including health, dental, and vision insurance plans, flexible work hours, and generous vacation time.
- Professional Development Opportunities: Take advantage of our professional development opportunities, including access to training programs, conferences, and workshops.
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