Consultant - Databricks & Generative AI
3 weeks ago
JOB DESCRIPTION :
Responsibilities :
- Set up Databricks workspaces for data analysis and machine learning tasks.
- Import and explore data using Databricks, ensuring data quality and integrity.
- Collaborate with cross-functional teams to design, develop, and deploy AI solutions leveraging GPT, LLMOps, and Small Language Models.
- Research and experiment with various AI architectures and frameworks to optimize model performance and efficiency.
- Build and train AI models for a wide range of applications including natural language processing, text generation, and conversational AI.
- Implement data cleansing and preprocessing techniques to prepare data for analysis and modeling.
- Train and evaluate machine learning models within the Databricks platform.
- Advance machine learning capabilities on Databricks by implementing advanced algorithms and techniques.
- Deploy and integrate machine learning models with Databricks for real-world applications.
- Monitor and manage machine learning workflows to ensure optimal performance and efficiency.
- Optimize machine learning workflows on Databricks using various optimization techniques.
- Implement version control for machine learning projects to track changes and manage collaboration.
- Address data security considerations within the Databricks environment to protect sensitive information.
- Understand and utilize Spark clusters for distributed data processing and analysis.
EXPERTISE AND QUALIFICATIONS :
Experience : 4 to 8 years
Location : Bangalore
Skills Required :
- Databricks ML Certification (i.e. Databricks Lakehouse ML Associate Certified or Databricks Lakehouse ML Professional Certified)
- Experience in ML Engineering
- Gen AI (GPT or LLMOps or Small Language Model)
Education requirement : B. Tech/BE or MSc or MBA or MTech in Stats, Economics, Mathematics, Finance or any other quantitative discipline
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