JOB OVERVIEW : The ML/Data Science Intern will work closely with our data science team to gain hands-on experience in applying machine learning techniques and data analysis methods to real-world projects. This internship is specifically designed for F1 visa holders seeking practical training opportunities in the field of data science and machine learning.
Duties:
- Data Collection and Preprocessing:
- Collect, clean, and preprocess large datasets from various sources, ensuring data quality and integrity.
- Perform exploratory data analysis to understand the characteristics and patterns present in the data.
- Model Development and Training:
- Build and train machine learning models for predictive analysis, classification, clustering, and other relevant tasks.
- Experiment with different algorithms and techniques to optimize model performance and accuracy.
- Validate and evaluate models using appropriate metrics and validation techniques.
- Feature Engineering and Selection:
- Engineer relevant features from raw data to improve model performance and interpretability.
- Select and prioritize features based on their predictive power and relevance to the problem domain.
- Model Deployment and Integration:
- Collaborate with software engineers to deploy machine learning models into production environments.
- Integrate models with existing systems and applications, ensuring seamless functionality and scalability.
- Data Visualization and Communication:
- Create insightful visualizations and reports to communicate findings and insights to stakeholders.
- Present analysis results and recommendations to both technical and non-technical audiences.
- Research and Innovation:
- Stay abreast of the latest developments and advancements in machine learning and data science.
- Contribute to research initiatives and experimental projects aimed at pushing the boundaries of data science capabilities.
REQUIREMENTS:
Education: Bachelor degree in Computer Science or relavant field.
Experience: 0-1 years
Salary:
Location: Connecticut, USA
Any applicant who is interested in this position may apply to the following individual for consideration: career@mangoanalytics.ai.
Job Category: Internship
Job Type: On Site
Job Location: Connecticut
