Business Intelligence Specialist
1 month ago
- Role: Business Intelligence
- Exp: 5+ Years
- Location: India (Bangalore, Hyderabad, Vijayawada, Pune)
- Send resumes to:
JOB DESCRIPTION:
To design and implement Process Mining, text mining and Data Quality. To define the event data collection and transformation and the visualizations (diagrams) that will allow Process Discovery.
To combine structured and unstructured data to create new insights into historical business performance, make predictions and recommend process improvements.
To design and implement Data Quality controls. To improve how data is obtained and transformed. To design and implement metrics based on the existing data to measure and improve business processes. To monitor and optimize queries, reports and dashboards.
Candidate profile
- Deep understanding of relational databases (such as Postgresql, others are also acceptable)
- Proficiency in SQL (extensive experience in how to write, analyze and optimize complex queries, including how to manage indexes to improve performance)
- Experience with Data Modeling, DataMart, Data Warehouse concepts and implementations, ETL jobs
- Solid understanding of Process Mining (Process Discovery, Process Modeling, Conformance Checking, Process Enhancement)
- Experience applying Deep Learning to Natural Language Processing (using Python and PyTorch or TensorFlow/Keras or JAX). You are familiar with concepts like RNNS, CNNs, Transformers and GenerativeAI. You can use existing LLMs for inference and you know how to fine tune models. You have experience using models exposed via REST APIs.
- Experience with a programming language, preferably Python
- Experience in conveying high level information with Diagrams, Reports and Dashboards.
- Excellent English communication skills, including the ability to adapt the presentation style to various types of stakeholders
- Experience working in an international and diverse environment
Experience with ServiceNow, RESTful APIs is a plus. Our stack includes Kubernetes, PostgreSQL, Python, Apache Airflow, Apache Superset.
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