AI/ML Expert for Large-Scale Workloads
2 days ago
We are seeking a highly experienced AI/ML Expert to join our ML Pipeline team. As a key member of the team, you will be responsible for designing, implementing, and rolling out cutting-edge ML&AI platforms for large-scale workloads. This includes writing production-grade code, performing code reviews, and ensuring exceptional code quality. You will also build robust, lasting, and scalable products, iterate quickly without compromising quality, and automate cloud infrastructure provisioning and deployments of ML pipelines.
Key Responsibilities
• Write production-grade code and perform code reviews
• Build robust, lasting, and scalable products
• Automate cloud infrastructure provisioning and deployments of ML pipelines
• Develop tools, systems, and automation to increase productivity throughout the ML and AI development lifecycle
Requirements
• Bachelor's/Master's degree in computer science, machine learning, or related fields
• 5+ years of machine learning experience in industry
• Strong understanding of machine learning approaches and algorithms
• Extensive knowledge of ML frameworks such as TensorFlow, PyTorch, Spark ML, scikit-learn, or related frameworks
• Experience with Docker, Kubernetes, Ray, NoSQL solutions, Memcache/Redis, cloud platforms (specifically, AWS)
• Familiarity with machine learning lifecycle management, including feature engineering, model training, validation, deployment, A/B testing, monitoring, and retraining
What We Offer
We offer a competitive salary and benefits package, as well as opportunities for professional growth and development.
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