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Data Analyst
Byteflow Innovations Private LimitedKA, IN1d ago
Full-timevia indeed
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Required Skills
awsdockergcpgitkubernetesnosqlnumpypandaspythonsql
Job Description
Data Analyst
Job Location: Bangalore ( Work from Office)
Experience: 3\+ to 6 years
Only candidates ready to join immediately should apply.
Education: Bachelors or Masters in Computer Science, Electrical/Electronic Engineering from tier\-I universities
Relevant Experience Required: 3 years to 6years
Skill Requirements
Essential Skills
- Python expertise with Pandas, NumPy, and data processing libraries.
- Experience with ADAS data or time\-series event\-triggered datasets.
- Knowledge of data synchronization techniques for multi\-sensor systems.
- Familiarity with containerized workflows (Docker/Kubernetes) and cloud environments (AWS/GCP).
- Experience handling Parquet files and optimizing large\-scale data processing.
- Expertise in Grafana and KPI\-based dashboard development.
- Strong understanding of Git\-based toolchains and version control practices.
- Ability to collaborate with SMEs for data extraction based on formulas and timestamps.
Preferred Qualifications
- Experience in automotive/ADAS validation workflows.
- Knowledge of time\-series databases and cloud\-based data streaming.
- Familiarity with SQL and NoSQL databases for structured event data management.
Key Job Responsibilities
1\. Data Processing \& Synchronization
- Work with ADAS event\-triggered data from multiple sources with different sampling rates.
- Handle time synchronization across networks and manage missing timestamps.
- Extract event data using timestamps and formulas defined by Subject Matter Experts (SMEs).
2\. Scripting \& Automation
- Develop Python scripts for data extraction, transformation, and analysis.
- Process data using containerized workflows to convert raw formats into Parquet.
- Optimize scripts for scalability and efficient execution on large datasets.
3\. Data Storage \& Cloud Integration
- Work with Parquet\-formatted data stored in Git\-hosted toolchains.
- Support cloud migration from existing platforms to Google Cloud Platform (GCP).
4\. Dashboarding \& KPI Visualization
- Develop Grafana dashboards to present analysis results using KPI formulas.
- Enable real\-time monitoring and visualization of ADAS test results.
5\. Collaboration \& Documentation
- Work with SMEs, data engineers, and validation teams to define data extraction rules.
- Maintain documentation for scripts, analysis methods, and dashboard configurations.
Pay: ₹600,000\.00 \- ₹1,500,000\.00 per year
Benefits
- Flexible schedule
- Provident Fund
Work Location: In person
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Job Overview
- Job type
- Full-time
- Work mode
- On-site
- Location
- Bengaluru
- Posted
- 1d ago
- Source
- Indeed