Machine Learning Engineer

12 hours ago


Lahore, Punjab, Pakistan Burq Full time
Key Responsibilities

Design, develop, and deploy machine learning models using Databricks and Apache Spark
Implement data preprocessing, feature engineering, and model training pipelines
Utilize dbt (data build tool) to transform and model data in Snowflake to prepare datasets for machine learning
Use SQL and Python to analyze large datasets, derive meaningful insights, and build training datasets
Conduct exploratory data analysis to identify trends, patterns, and anomalies
Develop and maintain ETL pipelines using Airbyte to ingest data from various sources into Snowflake
Manage and optimize data storage and retrieval using Delta Lake on Databricks to ensure efficient access for ML models
Create and maintain interactive dashboards and visualizations in Tableau to communicate model results and insights to stakeholders
Collaborate with data scientists to refine and improve machine learning models
Monitor and evaluate the performance of deployed models, ensuring they meet accuracy and performance standards
Work with relational databases such as MySQL and PostgreSQL for data storage and management as needed
Communicate complex technical concepts and results to non-technical stakeholders effectively

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