Network Analytics Solutions Developer
6 days ago
About the Role:
We are seeking a highly skilled Network Analytics Solutions Developer to join our team at Airtel. In this role, you will have the opportunity to work on cutting-edge analytics projects that drive business insights and optimize network performance.
Job Summary:
This is an exciting opportunity to develop and implement advanced analytics solutions using data science methodologies. You will work closely with stakeholders to understand business requirements and develop custom data models and algorithms to apply to large datasets.
Main Responsibilities:
1. Develop scientific methods, processes, and systems to extract knowledge or insights from large datasets to drive business decisions.
2. Mine and analyze data from company databases to drive optimization and improvement of product development and business strategies.
3. Assess the effectiveness of new data sources and data gathering techniques. Develop custom data models and algorithms to apply to data sets.
4. Use predictive modeling to enhance network experience customer experiences, revenue generation, and other business outcomes.
5. Communicate effectively with stakeholders and have detailed knowledge of data preparation and cleaning, algorithm selection & design, results analysis, and industrialization.
Key Qualifications:
1. Solid understanding in Statistics, e.g., hypothesis formulation, hypothesis testing, descriptive analysis, and data exploration.
2. Expertise in Machine Learning, e.g., linear/logistics regression discriminant analysis, bagging, random forest, Bayesian model, SVM, neural networks, ANN, RNN, CNN, GEN AI, etc.
3. Good understanding of RAG implementation, LLMs, Fast APIs
4. Strong programming skills in various languages (Python, Scala, R, Pyspark)
5. Strong ambition to learn and implement current state of the art machine learning frameworks such as Scikit-Learn, TensorFlow, and Spark.
6. Familiarity with Linux/OS X command line, version control software (git).
7. Familiarity in programming or scripting to enable ETL development
8. Familiarity with relational databases and SQL.
Salary Range:
The estimated salary for this role is around $120,000 - $180,000 per year, depending on experience and qualifications.
Academic Qualifications:
Masters or equivalent advanced degree in Computer Science, Computer Engineering, Statistics, Mathematics, or a related technical discipline.
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