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Data Analyst

Data Analyst at Tap Invest · Bengaluru (Bangalore) · 1 - 2 years · ₹3L - ₹5L / yr · Profitable · Posted 7 May 2026

Tap Invest's logo

Data Analyst

Anusree TP's profile picture
Posted by Anusree TP
1 - 2 yrs
₹3L - ₹5L / yr
Bengaluru (Bangalore)
Skills
SQL
skill iconPython
pandas
skill iconData Analytics
Business Analysis

As an Analyst at Tap Invest, you’ll turn data into decisions. You’ll work with teams across

Product, Ops, Marketing, and Sales to uncover insights, solve real business problems, and

drive strategy.

This role is for someone who is comfortable working with data independently and can

support business teams with reliable analysis and reporting.

Key Responsibilities

● Gather, organize, and clean data from various sources including databases,

spreadsheets, and external sources to ensure accuracy and completeness.

● Write SQL queries to pull, validate, and clean data from production databases.

● Build and maintain dashboards, and generate KPI reports. Track performance

against targets and identify areas for optimization.

● Analyze user funnels and investment patterns to surface actionable insights.

● Prepare and present clear, concise reports and visualizations to communicate

findings and recommendations to stakeholders across teams.

● Document data definitions, metrics, and assumptions clearly for consistency and

reuse.

What We’re Looking For

● 1 to 2 years of experience in Data Analytics, Business Analytics, or a similar role.

● Comfortable writing in SQL and validating queries.

● Solid with Excel / Google Sheets (pivot tables, lookups, charts).

● Genuine curiosity about how businesses use data to make decisions.

● Experience with scripts for data automations.

● Prior projects involving production datasets.

Nice to Have

● Familiarity with pandas or any data manipulation library for advanced automations.

● Interest in capital markets, bonds, fixed income or FinTech.

● Exposure to AI tools

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About Tap Invest

Founded :
2022
Type :
Product
Size :
100-500
Stage :
Profitable

About

Diversification for HNI investors. Access high-yield fixed income opportunities, invoice discounting & curated debt products designed for affluent and HNI investors.
Read more

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Job Summary

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  • Ability to analyze data and translate findings into clear, practical business or operational recommendations.
  • Experience working with technical, engineering, operational, or business stakeholders.
  • Strong continuous-improvement and process-optimization mindset.
  • Ability to communicate clearly in English with global teams and client stakeholders.
  • Ability to work independently, manage priorities, and investigate unclear or incomplete data.
  • Strong attention to detail and commitment to data accuracy.

Preferred Qualifications

  • Experience analyzing data in a manufacturing, engineering, maintenance, operations, or asset-management environment.
  • Understanding of manufacturing equipment, tooling, maintenance, quality, and asset lifecycle concepts.
  • Familiarity with MTTR, MTBF, OEE, preventive maintenance, reliability, and related manufacturing KPIs.
  • Experience in plastics manufacturing or packaging, including any of the following:
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  • Blow molding
  • Extrusion blow molding
  • Injection stretch blow molding
  • Compression molding
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  • Experience working with cloud-based data platforms or data lake environments.
  • Experience combining data from multiple software systems, databases, APIs, files, or vendor platforms.
  • Experience with sensor, machine, equipment, IoT, or time-series data.
  • Exposure to predictive analytics, machine learning, anomaly detection, forecasting, or AI applications.
  • Experience developing analytics that lead to actionable workflows, reduced costs, improved reliability, or reduced manual effort.
  • Experience supporting global organizations or working in a client-facing environment.

Technical Skills

Candidates should demonstrate proficiency in several of the following areas:

  • SQL
  • Python or R
  • Statistical analysis
  • Data preparation and transformation
  • Data validation and data-quality analysis
  • Dashboard and visualization development
  • Power BI, Tableau, QuickSight, or a comparable BI platform
  • Cloud data lakes or cloud analytics environments
  • Relational and non-relational data sources
  • Advanced Microsoft Excel
  • Predictive modeling or machine learning
  • API or multi-system data integration

Specific experience with every listed technology is not required. The candidate must, however, have strong foundational analytics skills and the ability to learn unfamiliar platforms and data environments.

Critical Competencies

  • Analytical curiosity
  • Structured problem-solving
  • Systems thinking
  • Data accuracy and attention to detail
  • Continuous-improvement mindset
  • Business and operational awareness
  • Clear written and verbal communication
  • Cross-functional collaboration
  • Client responsiveness
  • Adaptability and willingness to learn
  • Ability to convert analysis into action

Experience

Approximately 4 to 8 years of relevant professional experience is preferred. Candidates with fewer years may be considered if they demonstrate strong hands-on analytics experience, manufacturing exposure, and the ability to work directly with engineering and operational stakeholders.

What Success Looks Like

The successful candidate will:

  • Create trusted and repeatable manufacturing datasets.
  • Deliver dashboards and reports that stakeholders actively use.
  • Identify meaningful risks, trends, and improvement opportunities.
  • Help engineering and operations teams make better decisions from their data.
  • Improve the consistency of tool-specific information across systems.
  • Progressively develop more advanced predictive and AI-enabled Digital Mold capabilities.
  • Produce measurable improvements in reliability, operational performance, cost, and efficiency.

Suggested Key Skills

Data Science, Manufacturing Analytics, Data Analytics, Business Intelligence, Dashboard Development, Data Visualization, Power BI, Tableau, Amazon QuickSight, SQL, Python, R, Statistical Analysis, Data Cleansing, Data Normalization, Data Validation, Data Quality, Manufacturing KPI, OEE, MTTR, MTBF, Predictive Analytics, Machine Learning, Continuous Improvement, Process Optimization, Maintenance Analytics, Reliability Analytics, Cloud Data Lake, Sensor Data, IoT Analytics, Injection Molding, Plastics Manufacturing


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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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