Work location - Mumbai + Pune Key Responsibilities: Data Analysis and Visualization Analyze large datasets to identify trends and patterns
Visualize data to gain insights
Machine Learning and AI Develop and implement machine learning models for test case prioritization, defect prediction, and test automation
Explore the use of AI-powered testing tools
Data Engineering Develop and maintain ETL pipelines to generate and transform test data
Collaborate with other data engineers to extract, transform, and load data
Ensure test data is anonymized and compliant with telecom regulations (eg GDPR)
Monitor data pipelines to ensure consistency and data quality (accuracy and reliability), to troubleshoot issues as they arise
Collaborate with QA and data science teams to provide data for functional and performance testing
Test Optimization: Use data-driven insights to optimize testing strategies and reduce test execution time
Identify areas for test automation and test case prioritization
Optimize data storage and retrieval processes for telco applications under test
Key Expertise / Knowledge: Familiarity with telecom data sources, such as CDRs, subscriber records, and network logs
Understanding of data privacy regulations applicable to telcos
Strong knowledge of data science and machine learning techniques, and the use of data engineering tools and frameworks (eg, Apache Spark, Kafka, Airflow)
Proficiency in database technologies like SQL, NoSQL, and cloud data warehouses with advanced analytics and data management (eg, Snowflake, Redshift)
Experience with data mining, statistical analysis, and data visualization
Proficiency in programming languages (eg, Python, R) Knowledge of machine learning frameworks (g, TensorFlow, PyTorch, scikit-learn) Strong analytical and problem-solving skills Preferred Qualifications:
Bachelors or Masters degree in Data Engineering, Computer Science, or related
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Quality Assurance and TestingRole: Data / Big Data Testing EngineerEmployement Type: Full time