11 Sep
|
CFRA Research
|
India
11 Sep
CFRA Research
India
Key Responsibilities
Model Development: Lead the design and development of quantitative data engineering models, including algorithms, data pipelines, and data processing systems, to support business requirements.
Data Processing: Develop and maintain data processing pipelines to ingest, clean, transform, and aggregate large volumes of data from various sources, ensuring data quality and reliability.
Algorithm Development: Design and implement algorithms for data analysis, machine learning, and statistical modeling, using techniques such as regression analysis, clustering, and predictive modeling.
Performance Optimization: Identify and implement optimizations to improve the performance and efficiency of data processing and modeling algorithms, considering factors like scalability and resource utilization.
Data Visualization: Create visualizations of data and model outputs to communicate insights and findings to stakeholders.
Data Quality Assurance: Implement data quality checks and validation processes to ensure the accuracy, completeness,
and consistency of data used in models and analyses.
Model Evaluation: Evaluate the performance of data engineering models using metrics and validation techniques, and iterate on models to improve their accuracy and effectiveness.
Collaboration: Collaborate with data scientists, analysts, and business stakeholders to understand requirements, develop models, and deliver insights that drive business decisions.
Documentation: Document the design, implementation, and evaluation of data engineering models, including assumptions, methodologies, and results, to ensure reproducibility and transparency.
Continuous Learning: Stay updated with the latest trends, tools, and technologies in quantitative data engineering and data science, and continuously improve your skills and knowledge.
Desired Skills and Experience
Data Engineering: Solid background in data engineering principles, including data ingestion,
📌 Senior Software developer (India)
🏢 CFRA Research
📍 India