Master Thesis: AI-Assisted Identification of Critical Data Elements Using Agentic AI

Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Artificiell intelligens

I korthet

This Master's thesis project explores AI-assisted identification of Critical Data Elements (CDEs) using agentic AI in Snowflake CoWork. It evaluates AI's accuracy, strengths, and limitations in enterprise data governance, aiming to provide recommendations for adoption and insights into scalable data quality practices.

Ansvarsområden

Review literature on data governance, data quality, Critical Data Elements, and agentic AI.
Explore how Snowflake CoWork can support AI-assisted identification of business-critical data.
Evaluate AI-generated recommendations using selected datasets and business scenarios.
Compare AI results with expert assessments and existing practices.
Analyze strengths, limitations, risks, and improvement opportunities.
Develop recommendations for integrating AI-assisted CDE identification into enterprise data governance processes.
Present findings and document work in a written thesis report.

Krav

Master's student in Computer Science, Artificial Intelligence, Data Science, Information Systems, Business Analytics, Information Management, or related field.
Strong analytical and problem-solving skills.
Interest in Data & AI, data governance, and enterprise analytics.
Knowledge of databases, data modelling, business intelligence, or information management.
Curiosity about Generative AI and agentic AI technologies.
Ability to work independently and collaborate with technical and business stakeholders.

Önskade kvalifikationer

Experience with SQL, Python, Snowflake, or cloud data platforms is beneficial.

Förmåner

Outstanding opportunity to use skills and imagination to push boundaries.
Build solutions for tough problems.
Challenged in a team of diverse innovators.
Opportunity to craft what comes next.
Opportunity to work at either Linköping or Stockholm office.

Färdigheter

SQLPythonSnowflake

#AI#Data Governance#Data Quality#Critical Data Elements#Agentic AI#Snowflake CoWork#Metadata#Data Lineage#Business Context#Enterprise Data Governance#Master Thesis

Om Ericsson

Pioneering technology for connecting billions of people worldwide

Our purpose \nTo create connections that make the unimaginable possible.\n\nOur vision\nA world where limitless connectivity improves lives, redefines business and pioneers a sustainable future.\n\nOur values\nPerseverance, professionalism, respect and integrity.\n\nThe future is a place for purpose & vision – ours are clear, and we invite partners, customers and consumers to join us in our journey. \n\nFor a brighter future. For all. Let's #ImaginePossible

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Företag

Ericsson

Publicerade jobb

för 1 vecka sedan

Anställningstyp

Praktik

Arbetsform

På plats

Erfarenhetsnivå

Junior

Platser

Linköping, Sweden

Kvalifikation

Masterexamen

Sökande

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