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Data Analyst
2 months ago
Pickyourtrail is looking to recruit a highly skilled and experienced Data Analyst with 3-5 years of hands-on experience. The candidate will be part of the Analytics team. As a Data Analyst, you will be responsible for maintaining data flows from MySQL to BI systems, creating new dashboards, performing ETL operations, and developing production-grade Python code. You will work closely with cross-functional teams, including engineering, design, sales, and customer support, to ensure our products meet the needs of our customers and align with our business goals.
Responsibilities
- Write efficient, high-quality code using Python.
- Develop and maintain production-grade codebases.
- Troubleshoot, debug, and optimize code for performance and scalability.
- Perform data manipulation and analysis using libraries such as NumPy and pandas.
- Develop and maintain ETL processes and data pipelines.
- Maintain and manage data flows from MySQL databases to BI platforms.
- Develop, implement, and optimize BI dashboards and reports.
- Utilize DAX (Data Analysis Expressions) to create complex data models and calculations.
- Implement RLS (Row-Level Security) to manage data access and ensure data security.
- Utilize Selenium and Beautiful Soup for web scraping tasks.
- Create automation scripts to streamline workflows and data processing tasks.
- Develop applications and dashboards using Streamlit.
- Design, implement, and maintain RESTful APIs using Flask.
- Ensure APIs are secure, efficient, and well-documented.
- Utilize Google or Facebook APIs and create a structured data flow.
- Query relational databases using MySQL with high efficiency.
- Work with NoSQL databases such as MongoDB and BigQuery.
- Design and optimize database schemas and queries for performance.
- Leverage cloud platforms like Google Cloud Platform (GCP) for scalable solutions.
- Use Git and GitHub for version control and collaborative development.
Technical Skills:
- Proficiency in Python with a strong understanding of coding best practices.
- Hands-on experience with NumPy and pandas for data manipulation.
- Expertise in ETL processes and pipeline development.
- Experience with web scraping using Selenium and Beautiful Soup.
- Familiarity with creating interactive applications using Streamlit.
- Strong knowledge of RESTful API development using Flask.
- Advanced SQL skills and experience with MySQL.
- Knowledge of NoSQL databases like MongoDB and BigQuery.
- Experience with BI tools such as Power BI, Tableau, or similar.
- Proficient in DAX and implementing RLS.
- Experience with cloud platforms, particularly GCP.
- Proficiency with version control tools such as Git and GitHub.
Additional Skills:
- Strong problem-solving and analytical skills.
- Excellent communication and teamwork abilities.
- Ability to work independently and manage multiple tasks effectively.
- A proactive attitude and a passion for continuous learning and improvement.
Education:
- Bachelor's degree in Computer Science, Engineering, or a related field (or equivalent work experience).