drjobs Data Scientist

Data Scientist

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1 Vacancy
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Job Location drjobs

Richmond - USA

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Key Responsibilities:

Required Skills & Qualifications:

    • Develop and optimize machine learning models focusing on time series forecasting and predictive analytics.

    • Conduct feature engineering and optimize data models to improve accuracy and efficiency.

    • Continuously assess model performance using metrics like MAPE RMSE R and refine strategies as needed.

    • Design and implement data pipelines using PySpark SQL and cloudbased solutions for efficient data integration.

    • Work on largescale data integration initiatives using tools like Boomi SnapLogic SSIS or Palantir for ETL processes.

    • Utilize Palantir Foundry Google Cloud AutoAI and Google Colab for data modeling processing and automation.

    • Design and maintain data warehouse solutions to support advanced analytics and business intelligence.

    • Perform complex data transformations using SQL queries and data objects for AI/MLdriven projects.

    • Collaborate closely with business stakeholders to ensure models meet business objectives and user expectations.

    • Deploy monitor and continuously improve machine learning models in production environments.

    • Effectively communicate technical insights and findings to both technical and nontechnical stakeholders.

    • Proficiency in Python PySpark and SQL for data analysis feature engineering and model development.

    • Expertise in time series forecasting models including ARIMA Prophet LSTMs and other MLbased approaches.

    • Strong background in data model optimization feature engineering and performance evaluation.

    • Indepth understanding of ML model evaluation metrics and best practices for improving model accuracy.

    • Handson experience with data engineering including data pipelines ETL and data transformation processes.

    • Experience with tools like Boomi SnapLogic SSIS or Palantir for data integration.

    • Proficiency in cloud platforms particularly Google Cloud (BigQuery Vertex AI Cloud Functions etc..

    • Familiarity with Palantir Foundry for data processing analysis and visualization.

    • Ability to optimize and query largescale datasets using data lakes and relational databases.

Employment Type

Full Time

Company Industry

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