Deep AI native software engineer
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Overview
As an AI/ML Computational Scientist, you design, build, and operationalize AI solutions for enterprise clients, blending custom models with cloud and third-party services. You own the full solution lifecycle, from assessing client needs to deploying scalable, production-ready systems and ML pipelines. You will work on deep learning, Gen AI, and LLMs, while advancing MLOps practices and high-performance compute. Your work accelerates real-world impact by delivering reliable, scalable AI capabilities in client environments. This role offers the opportunity to shape AI strategies across industries and collaborate with multidisciplinary teams.
Responsabilità
- Formulate real-world problems into scalable AI/ML solutions
- Develop and implement ML algorithms and scalable data pipelines for training and production with DevOps & MLOps
- Customize Deep Learning and Gen AI models to business use cases based on data and infrastructure
- Engage in R&D of new AI and HPC algorithms and their client applications
- Work with large datasets and apply data preprocessing to ensure high-quality inputs
- Implement and maintain efficient data storage and retrieval for models and knowledge
- Justify the value of ML approaches in business problems
- Collaborate with business and technical teams to achieve end-to-end project goals and production integration
Requisiti fondamentali
- Bachelor's Degree or equivalent
- Proven experience as a machine learning engineer or scientist deploying models in production at scale with monitoring and auditing
- Experience with distributed computing systems and cloud-based AI/ML deployment
- Experience building and deploying AI/ML software to cloud environments
- Strong written and verbal communication
- Client-facing consulting skills
- Cross-functional collaboration
- Python
- TensorFlow
- PyTorch
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