15 Sep
|
D Square Consulting Services
|
Bengaluru
15 Sep
D Square Consulting Services
Bengaluru
Job Description
JD – Streamlit Developer / Jr. Data Scientist
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Experience: 2+ Years
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Work Mode: On-site
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Location: Bangalore
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Job Summary
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We are looking for a Streamlit Developer / Jr. Data Scientist with strong experience in Python, SQL, Snowflake, and Streamlit to support the development and maintenance of internal business applications. The role will focus on building multi-page Streamlit applications, developing interactive data components, writing and optimizing SQL queries against Snowflake, integrating data science model outputs into user-friendly applications, deploying applications across environments, and troubleshooting production issues.
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Must-Have Skills
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- 2+ years of professional experience building data applications using Python.
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- Solid hands-on experience with Streamlit and the ability to independently build and structure Streamlit applications.
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- Strong SQL skills, including joins, window functions, and aggregations over large tables.
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- Hands-on experience with Snowflake.
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- Strong experience with the Python data stack, particularly pandas.
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- Experience building multi-page Streamlit applications.
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- Experience developing interactive data tables, editable inputs, pivot views, timeframe selectors, and metric cards.
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- Understanding of Streamlit session state, caching, layout, and application performance.
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- Experience deploying and migrating Streamlit applications across environments.
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- Experience debugging production issues related to serialization, caching, session state, and performance.
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- Experience with Git and standard code review practices.
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- Ability to work independently from written requirements and effectively communicate when requirements need clarification.
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Good-to-Have Skills
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- Experience with PySpark.
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- Experience working with Databricks.
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- Experience with e-commerce, retail, or CPG data.
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- Experience demoing applications to non-technical business stakeholders.
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- Experience working closely with Data Scientists to integrate model outputs into business applications.
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Key Responsibilities
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- Build and maintain multi-page Streamlit applications used by internal business teams.
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- Develop application pages, tables, filters, charts, and interactive calculators on top of Snowflake data.
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- Write SQL queries against Snowflake to power application views and optimize queries for improved page performance.
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- Build interactive components such as filterable data tables, editable inputs that trigger recalculation, pivot views, custom timeframe selectors, and metric cards.
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- Work closely with Data Scientists to transform model outputs into intuitive and user-friendly applications for non-technical stakeholders.
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- Deploy and migrate Streamlit applications across different environments.
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- Debug and resolve production issues, including serialization errors, caching behavior, session state issues, and performance challenges with large result sets.
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- Apply appropriate Streamlit session state and caching techniques to ensure reliable application behavior.
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- Participate in Git-based development and standard code review processes.
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- Work from written requirements with minimal supervision and proactively communicate any gaps or concerns in requirements.
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- Support application enhancements and maintenance based on business user needs.
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Qualification
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- Bachelor's degree in Computer Science, Information Technology, Data Science, Engineering, or a related discipline.
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- Professional experience in Python-based data application development is required.
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📌 Jr. Data Scientist (Bengaluru)
🏢 D Square Consulting Services
📍 Bengaluru