The Databricks AI Engineer will be responsible for designing, building, and optimizing scalable AI and machine learning solutions on the Databricks platform. This role requires strong expertise across data engineering, advanced machine learning, natural language processing, and computer vision, with hands-on experience deploying production-grade models using Databricks-native tools.
Key Responsibilities
Design, develop, and deploy scalable AI/ML solutions leveraging Databricks, Delta Lake, MLflow, and Lakehouse AI
Build and productionize machine learning models, including classical ML, deep learning, and generative AI use cases
Collaborate with data engineers and data scientists to ingest, clean, transform, and manage large-scale datasets
Develop NLP and computer vision solutions using modern frameworks and pre-trained models
Manage the end-to-end model lifecycle, including experimentation, versioning, deployment, and monitoring within Databricks
Implement data governance, access control, and compliance using Unity Catalog and Feature Store
Optimize model performance, reliability, and scalability for enterprise workloads
Required Skills & Qualifications
Strong proficiency in Python and SQL for data processing, modeling, and analytics
Solid understanding of machine learning algorithms such as regression, decision trees, SVMs, and ensemble methods
Hands-on experience with deep learning architectures including CNNs, RNNs, Transformers, and generative models
Expertise in NLP (NER, sentiment analysis, text classification, summarization) and Computer Vision (object detection, segmentation, OCR)
Practical experience with frameworks such as TensorFlow, PyTorch, Scikit-learn, Keras, Hugging Face Transformers, and Spark MLlib
Strong working knowledge of Databricks components including Notebooks, MLflow, AutoML, Delta Lake, Unity Catalog, Feature Store, Model Serving, and Lakehouse AI
Nice to Have
Exposure to advanced AI techniques such as GNNs, Reinforcement Learning, GANs, and large language models (LLMs)
Experience working with cloud-based data platforms and distributed systems
Skills
Python, SQL, Machine Learning, Deep Learning, NLP, Computer Vision, Databricks, MLflow, Delta Lake
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