Senior AI Engineer
6 dni temu
Job Description
About the Role:
We are looking for a Senior AI Engineer to join a forward-thinking team focused on developing and deploying cutting-edge machine learning solutions. In this position, you will be responsible for designing, implementing, and scaling AI systems that improve engineering processes and enhance operational performance across a global automotive environment.
This role offers the opportunity to work on real-world challenges by developing robust, cloud-native ML infrastructure and applying state-of-the-art AI technologies to drive innovation within engineering and operations.
Key Responsibilities:
Analyze technical and business requirements to architect effective AI/ML solutions
Develop and deploy production-ready machine learning models, ensuring they meet standards for scalability, performance, and maintainability
Explore and evaluate new algorithms and techniques—including Large Language Models (LLMs) and Generative AI approaches—for integration into practical systems
Build and maintain end-to-end data and model pipelines, including data ingestion, training, validation, and model serving
Continuously monitor deployed systems for performance and reliability, and iterate for improved business outcomes
Support the development and adoption of MLOps practices such as reproducibility, CI/CD for ML workflows, and automated monitoring
Work closely with data scientists, software engineers, and other ML professionals to deliver impactful, high-quality AI solutions
Stay informed on emerging research and developments in the AI/ML landscape, with a focus on generative models and their practical applications
Qualifications:
Master’s degree in Computer Science, Machine Learning, or a closely related technical field
5+ years of hands-on experience in developing and deploying machine learning systems in real-world production environments
Strong background with cloud platforms (e.g., AWS, Azure), including services for data processing, training, and model deployment
Proficient in Python and commonly used ML frameworks and libraries (e.g., PyTorch, TensorFlow, scikit-learn)
Deep understanding of machine learning system architecture, including data pipelines, model lifecycle management, and performance optimization
Experience with MLOps tools and best practices (e.g., MLflow, Kubeflow, SageMaker)
Familiarity with LLMs, prompt engineering, and inference optimization in the context of generative AI
Solid software engineering fundamentals, including object-oriented programming, version control, testing, and writing clean, maintainable code
Ability to work both independently and collaboratively within a fast-paced, cross-functional team environment
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