AI/ML Computational Scientist Manager

Overview

In this role you will translate real-world problems into scalable AI/ML solutions for enterprise clients. You will design and implement models, build end-to-end data and ML pipelines, and operate systems with DevOps/MLOps practices. You’ll customize deep learning and Gen AI models to meet business needs and work on research-driven algorithms for large-scale environments. You will collaborate across business and technical teams to deliver production-ready outcomes that drive client value.

Responsabilità

• Formulate practical AI/ML solutions from client problems
• Develop models and scalable pipelines for training and production with DevOps/MLOps
• Customize DL and Gen AI models for diverse use cases
• Engage in R&D of AI/HP compute algorithms and simulations
• Handle large-scale datasets with effective preprocessing
• Implement efficient data storage/retrieval for models and knowledge
• Justify model approaches in business contexts
• Collaborate with cross-functional teams to achieve end-to-end production goals

Requisiti fondamentali

• Proven experience as a machine learning engineer or scientist deploying models in production at scale, with monitoring and auditing
• Strong foundations in computer science concepts, system architecture, and programming
• Experience with distributed computing, big data, HPC, and cloud environments
• Experience building and deploying AI/ML software to cloud platforms
• Strong written and verbal communication
• Client-facing consulting skills
• Cross-functional collaboration
• Python; TensorFlow; PyTorch
• Experience with language models (LLMs) and optimizing their usage
• Programming languages: Python, C++, Java, R, SQL

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