51 applicants
iTrade ยท 6 days ago
Senior Data Scientist
Charlotte, NC
Full-time
Remote
Senior Level
7+ years exp
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IT Services and IT Consulting
Insider Connection @iTrade
Responsibilities
Lead the data science team in developing and implementing machine learning models, algorithms, and predictive analytics to optimize supply chain processes and drive business outcomes.
Work closely with product management, engineering, and other stakeholders to understand business requirements and translate them into technical solutions.
Mentor and coach junior data scientists, providing guidance on best practices, methodologies, and techniques for data analysis and model development.
Stay current with the latest developments in AI, machine learning, and data science, and actively contribute to the advancement of our technology stack and capabilities.
Data Collection and Acquisition
+ Gather and extract data from various sources such as databases, APIs, and external datasets.
+ Ensure data integrity and accuracy.
+ Clean and preprocess raw data to make it suitable for analysis.
+ Handle missing data, outliers, and data inconsistencies.
Exploratory Data Analysis (EDA)
+ Conduct exploratory data analysis to uncover patterns, trends, and insights.
+ Visualize data using charts, graphs, and other data visualization techniques.
Statistical Analysis and Modeling
+ Apply statistical methods to analyze data and interpret results.
+ Build predictive models using machine learning algorithms.
Business Problem Solving
+ Understand business requirements and translate them into data science problems.
+ Collaborate with business units to provide data-driven solutions.
Algorithm Development and Optimization
+ Develop new algorithms and improve existing ones to enhance data analysis capabilities.
+ Ensure algorithms are efficient and scalable.
Data Governance and Compliance
+ Ensure data practices comply with relevant data privacy and security regulations.
+ Implement data governance policies and best practices.
Qualification
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Required
Bachelor's degree in Computer Science, Data Science, Statistics, Mathematics, or a related technical field
7+ years of experience in technical product management, program management, or engineering roles
Use data science tools and programming languages such as Python, R, SQL, and Hadoop
Utilize machine learning frameworks and libraries like TensorFlow, scikit-learn, and PyTorch
Document methodologies, experiments, and code for reproducibility and knowledge sharing
Prepare and deliver comprehensive reports detailing data analysis and model outcomes
Develop, train, and test machine learning models
Optimize model performance and tune hyperparameters
Ability to travel as required
Must have unrestricted ability to work in the United States
Preferred
Relevant certifications or advanced degrees in Data Science, AI, or Machine Learning are beneficial
Knowledge of food service or hospitality industry
Benefits
Equal Employment Opportunities
Ability to travel as required
Company
iTrade
iTrade is a container trading software solution for enterprises that are in the business of container trading and rental.
Founded in 2004Chennai, Tamil Nadu
11-50 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase
