Almudena B.-Data Ethics Telecommunications Company
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Experience
Data Ethics Telecommunications Company
Data Ethics Telecommunications Company
Managed a data quality project based on the UNE 0081 standard, coordinating a multidisciplinary team of six, including data engineers, data analysts, and developers, using Agile methodology.
Developed in Python and deployed on Azure (Azure Container, Azure SQL, and Azure Functions) with Power BI for visualization.
Included Databricks (PySpark) pipelines and advanced SQL for data extraction and manipulation.
Led multiple project evolutions, such as a quality rule tester and an AI-supervised error correction feature using generative AI.
Data Science Specialist
Next Digital
Initiated and led the creation of the Data Science Group as its first data scientist, expanding the team to six members while coordinating projects to drive innovation and growth.
Developed and executed business development strategies, including public tenders—winning one for predicting 5G service disruptions for the Madrid City Council—using Nixtla time-series (NHITS) and federated models; classification with Random Forest.
Data Ethics Telecommunications Company
Aeronautical Company
Developed an advanced demand forecasting model predicting passenger volume at specific airports with a six-week lead time by integrating Prophet with sophisticated machine learning models, complemented by effective visualizations in Power BI.
Executed coding and operational implementation using Airflow DAGs (AWS Redshift, Python, SQL) providing a comprehensive end-to-end solution.
Data Scientist
Barcelona Innovation Center, Accenture Iberia
Designed a solution from data ingestion (Big Data) to analytics (R) and visualization (Qlik Sense) to identify supplier recoveries; conducted quality studies with forecasting to predict future vehicle issues and cost curve analysis using Weibull functions, utilizing Agile methodology and SAP HANA and Hive-Hadoop databases.
Used machine learning (Lasso, Ridge) and time series (Prophet) with Python to predict GDP for the next year at a monthly level; employed solid SQL over Oracle database and version control with Git.
Industry experience
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Experienced in Telecommunication, Information Technology, Government and Administration, Automotive, Banking and Finance, and Aerospace and Defense.
Business area experience
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Experienced in Business Intelligence, Information Technology, Project Management, Strategy, and Supply Chain Management.
Skills
Python
Communication & Storytelling
Power Bi
Sql
Ml & Statistical Modeling
Cloud: Aws, Azure
Health Analytics: Supported Poc Development And New Offerings For Several Health Analytics Use Cases. Optimization And Forecasting With R (H2o, Ensemble Models, Xgboost, Glm), Machine Learning, Shiny, Powerbi
Human Capital Analytics: Led Poc Development And New Offerings For Workforce Planning, Attrition, And Recruitment Use Cases. Developed A Women’S Attrition Poc Using Time Series (Prophet), Forecasting, And Machine Learning With R (Gbm, Random Forest) And Powerbi. Created A Recruitment Chatbot In Python (Wikipedia, Nltk, Gtts)
Non Profit Organization: Analytics Use Case To Detect Workforce Integration. I Was Responsible For Developing The Etl (Talend), Building The Database (Mysql), And Creating Advanced Neural Network Modeling Using R
Languages
Education
University of Santiago de Compostela
Master in Statistical Techniques and Operations Research · Statistical Techniques and Operations Research · Santiago de Compostela, Spain
University of Santiago de Compostela
Bachelor in Mathematics · Mathematics · Santiago de Compostela, Spain
Certifications & licenses
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Almudena is based in Madrid, Spain.
Almudena speaks the following languages: Spanish (Native), English (Advanced).
Almudena has at least 10 years of experience. During this time, Almudena has worked in at least 3 different roles and for 4 different companies. The average length of individual experience is 2 years and 5 months. Note that Almudena may not have shared all experience and actually has more experience.
Based on recent experience, Almudena would be well-suited for roles such as: Data Ethics Telecommunications Company, Data Science Specialist, Data Scientist.
Almudena's most recent position is Data Ethics Telecommunications Company at Data Ethics Telecommunications Company.
In recent years, Almudena has worked for Data Ethics Telecommunications Company, Next Digital, Aeronautical Company, Barcelona Innovation Center, and Accenture Iberia.
Almudena is most experienced in industries like Telecommunication, Information Technology, and Government and Administration. Almudena also has some experience in Automotive, Banking and Finance, and Aerospace and Defense.
Almudena is most experienced in business areas like Business Intelligence, Information Technology, and Project Management. Almudena also has some experience in Strategy and Supply Chain Management.
Almudena has recently worked in industries like Telecommunication, Information Technology, and Government and Administration.
Almudena has recently worked in business areas like Business Intelligence, Information Technology, and Project Management.
Almudena holds a Master in Statistical Techniques and Operations Research from University of Santiago de Compostela and a Bachelor in Mathematics from University of Santiago de Compostela.
Almudena has 1 certificate: AWS Certified Cloud Practitioner.
The availability of Almudena needs to be confirmed.
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The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 7 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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