1. Collecting and organizing data: Gather datasets from various sources and organize them into structured formats for easy accessibility and analysis.
2. Data cleaning and preprocessing: Perform data cleaning tasks, such as handling missing values, removing duplicates, and standardizing data formats to ensure high data quality.
3. Automating processes: Write Python scripts to automate data extraction, cleaning, and transformation, reducing manual effort and improving efficiency.
4. Database management: Use SQL to retrieve, filter, and manipulate data from databases, assisting in building comprehensive datasets for analysis.
5. Collaborating with the data science team: Work closely with data scientists to understand project requirements and ensure data accuracy aligns with AI model needs.
6. Documenting workflows: Maintain clear documentation of data sources, cleaning methods, and transformations applied for easy reference and reproducibility.
7. Quality assurance: Conduct regular checks to identify inconsistencies and outliers, ensuring datasets meet the standards required for analysis and modeling.
8. Participating in team meetings: Join team meetings to discuss ongoing projects, share insights, and learn about best practices in data handling and preprocessing.
1. are available for the work from home job/internship
2. can start the work from home job/internship between 4th Nov'24 and 9th Dec'24
3. are available for duration of 6 months
4. have relevant skills and interests
Other requirements
1. Educational background: Currently pursuing a degree in data science, computer science, statistics, or a related field.
2. Experience with data visualization: Familiarity with basic data visualization tools (e.g., Matplotlib, Seaborn) to generate preliminary insights from data.
3. Understanding of machine learning: Basic knowledge of machine learning concepts and frameworks (e.g., Scikit-Learn) to better understand data requirements for model training.
4. Problem-solving skills: Strong analytical and problem-solving skills, with a proactive approach to addressing data inconsistencies.
5. Communication skills: Ability to effectively communicate complex data issues, both verbally and in written documentation.
6. Eager to learn: A growth mindset with enthusiasm for learning new tools, techniques, and best practices in data management and AI.
Number of openings
2
About FirstBench
FirstBench.ai is a cutting-edge EdTech startup on a mission to redefine education through personalized, AI-driven learning experiences. Our platform is designed to tackle the challenges of traditional rote-based learning by focusing on deep conceptual understanding and critical thinking skills. We specialize in tailored educational solutions, especially for students preparing for India's toughest exams, like UPSC, as well as early learners and K12 students.
At FirstBench.ai, we combine the power of advanced AI technology with innovative educational methods to create a platform that adapts to each student's unique learning needs, interests, and goals. By integrating features such as real-time AI feedback on answer writing, townhall-style debates, and customized study paths, we aim to provide students with a transformative learning experience that truly prepares them for academic and career success.
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