Machine Learning Engineer

2 months ago

Bangalore, India Staffington Consulting Pvt Ltd Full time

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 QUALIFICATION :

Experience : 3 to 5 years

Location : Bangalore

Skills Required :

- DBX ML Associate Certified (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

(ref:hirist.tech)

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