- Senior Engineer
1 day ago
Senior Engineer AI/ML (Databricks Certified)
We are seeking a highly skilled AI Engineer with proven experience in developing, deploying, and optimizing AI models using the Databricks AI platform. The ideal candidate will have a strong background in machine learning, distributed data processing, and will be a champion of Databricks platform.
Responsibilities :
- Generative AI : Experience of LLM-based solutions (LlamaIndex, LangChain, RAG pipelines, or similar frameworks). Ability to integrate GenAI and Agentic AI into business workflows.
- Design and implement end-to-end Generative AI solutions on Databricks, leveraging Unity Catalog, MLflow, Delta Lake, and Vector Search
- Design, build, and deploy large-scale AI/ML models using the Databricks environment.
- Implement data validation, lineage, and monitoring using Delta Live Tables and Unity Catalog.
- Leverage Databricks data engineering workflows for feature engineering, model training, and evaluation.
- Optimize training pipelines for efficiency, scalability, and accuracy.
- Integrate AI models into production systems using APIs and microservices.
- Build reusable ML pipelines using Databricks Repos, MLflow, and Feature Store.
- Implement robust testing, monitoring, and retraining protocols for deployed models.
- Ensure adherence to compliance, security, and performance standards.
- Stay updated on advancements in AI frameworks, distributed computing, and Databricks platform updates.
Required Skills and Qualifications :
- Bachelors or Masters degree in Computer Science, Data Science, or related field.
- Cerified Databricks Certified Generative AI Engineer
- Proven experience developing AI solutions on Databricks.
- Strong knowledge of Python, PySpark, MLflow, Spark and Databricks Notebooks.
- Strong understanding and knowlege of Databricks platform features such as Unity Catalog, DLT, MosaicAI, Data Assets Bundles, etc.
- Experience with Transformer-based models, generative AI, and Databricks pipelines.
- Proficiency in integrating AI models with cloud-native architectures (AWS, Azure, or GCP).
- Solid understanding of MLOps practices, Data Assets bundles (CI/CD), and containerization (Docker, Kubernetes) on Databricks Platform.
- Familiarity with vector databases, embeddings, and retrieval-augmented generation (RAG).
- Strong problem-solving, analytical thinking, and communication skills.
Must have Skills :
- Databricks
- Python
- Generative AI
- Unity catalogue
- ML flow
- delta lake
- Vector search
- PySpark
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