Sr. DATA SOLUTION ARCHITECT
- Verfügbarkeit einsehen
- 0 Referenzen
- 90€/Stunde
- 91074 Herzogenaurach
- auf Anfrage
- en
- 18.11.2024
Kurzvorstellung
designing and implementing large-scale data, cloud, machine learning, and analytics
platforms. Expertise in data governance, cloud-based solutions, data migration.
Qualifikationen
Projekt‐ & Berufserfahrung
12/2020 – offen
Tätigkeitsbeschreibung
• Architected a data platform for ML and Data Analytics using Terraform
(IaC), improving operational efficiency and reducing costs.
• Led project execution, managing timelines and budgets to ensure on-time
delivery with minimal scope changes.
• Developed a data governance framework, improving data accuracy by 30%
and ensuring compliance with GDPR.
• Collaborated with cross-functional teams, aligning data solutions with
business objectives, resulting in a 20% increase in decision-making efficiency.
• Optimized data architecture, improving performance in acquiring, analyzing,
storing, cleansing, and transforming large datasets by 40%.
• Designed and implemented a Lakehouse architecture using Delta Lake,
enhancing data management capabilities and reducing storage costs by 25%.
• Automated monitoring and alerting systems, reducing downtime by 50%
and accelerating issue resolution.
• Provided expert technical guidance, improving team proficiencies by 40%
and reducing costs by 15%.
• Partnered with stakeholders to define data requirements for successful
product launches, resulting in 100% on-time releases.
• Conducted vendor evaluations and contributed to staff recruitment,
ensuring a high-performing, cross-functional team.
Architekturvisualisierung, Big Data, Data Mining, Data Science, Data Warehousing, Databricks, Datenanalyse, Datenarchitekt
12/2016 – 8/2021
Tätigkeitsbeschreibung
• Served as an Onsite Coordinator, facilitating collaboration between
geographically dispersed teams, improving project delivery times by 15%.
• Conducted RFP evaluations, leading to strategic decisions that saved 20%
in costs on third-party tools and services.
• Led end-to-end project management and served as Scrum Master,
ensuring efficient execution of Agile methodologies across multiple teams.
• Created Big Data architectures that streamlined processing, storage, and
analysis of petabyte-scale data, reducing processing time by 30%.
• Led a team of data engineers, collaborating with data scientists to
implement ML models at scale, enabling clients to improve predictive analytics
accuracy by 25%.
• Developed data governance policies, ensuring compliance with data
privacy regulations such as GDPR.
• Architected hybrid cloud solutions, optimizing workflows between onpremises
data centers and public cloud environments, saving 15% in
infrastructure costs.
• Mentored pre-sales teams, helping develop value propositions and driving a
10% increase in sales conversions by tailoring data solutions to client needs.
Apache Hadoop, Apache Spark, Azure Synapse Analytics, Big Data, Microsoft Azure, Amazon Web Services (AWS)
12/2015 – 3/2017
Tätigkeitsbeschreibung
• Led an engineering team to create scalable data pipelines, enabling
expansion into new markets, contributing to a 15% increase in revenue.
• Optimized data pipelines, achieving a 70%+ cluster resource utilization,
reducing operational costs by 20%.
• Designed and implemented ETL pipelines, improving data integration
efficiency by 30% and reducing load times by 25%.
Apache Spark, Big Data, ETL, Python
10/2009 – 11/2015
Tätigkeitsbeschreibung
Integrated a Retail POS system with IBM iSeries, improving transaction
processing efficiency by 40%.
• Analyzed client requirements, developing technical documentation that
ensured 100% compliance with business needs.
• Led coding and unit testing efforts, achieving a 95% code coverage rate
and reducing post-production issues by 35%.
• Led project delivery, ensuring timely completion of projects, resulting in a
100% customer satisfaction rate.
Big Data, Business Intelligence (BI), System i (AS/400)
Über mich
(IaC), improving operational efficiency and reducing costs.
• Led project execution, managing timelines and budgets to ensure on-time
delivery with minimal scope changes.
• Developed a data governance framework, improving data accuracy by 30%
and ensuring compliance with GDPR.
• Collaborated with cross-functional teams, aligning data solutions with
business objectives, resulting in a 20% increase in decision-making efficiency.
• Optimized data architecture, improving performance in acquiring, analyzing,
storing, cleansing, and transforming large datasets by 40%.
• Designed and implemented a Lakehouse architecture using Delta Lake,
enhancing data management capabilities and reducing storage costs by 25%.
• Automated monitoring and alerting systems, reducing downtime by 50%
and accelerating issue resolution.
• Provided expert technical guidance, improving team proficiencies by 40%
and reducing costs by 15%.
• Partnered with stakeholders to define data requirements for successful
product launches, resulting in 100% on-time releases.
• Conducted vendor evaluations and contributed to staff recruitment,
ensuring a high-performing, cross-functional team.
Weitere Kenntnisse
• Data Migration & Integration
• Machine Learning Solutions
• Big Data & Cloud Solutions
• Data Governance & Data
Lineage
• Data Visualization & Modeling
• Data Modernization & Security
• Cloud (AWS, Azure) & Hybrid
Cloud Solutions
• Project Management & Agile
Methodologies (Scrum)
• Stakeholder Collaboration &
Vendor Management
• Cross-Functional Team
Leadership
• Cost Optimization & Budget
Management
• Terraform (IaC) & Automation
• Technical Leadership &
Mentoring
Data Platforms: DataBricks, Unity Catalog, Delta Lake, Lakehouse,
Spark/PySpark, MLFlow, LLMs, Big Data, Hadoop, Cloudera, HBase, Hive,
HDInsight
• Cloud Services: Azure (ADF, Blob Storage, ADLS), AWS (EMR, S3,
DynamoDB, Sagemaker)
• ETL Tools: StreamSets, SQL, Sqoop
• Analytics & Visualization: Microsoft Power BI
• Programming: Python, Scala, PySpark
• DevOps: Terraform, Jira, Azure DevOps, Logic Apps, Jenkins, GitHub,
Bitbucket
Persönliche Daten
- Englisch (Muttersprache)
- Europäische Union
- Schweiz
- Vereinigte Staaten von Amerika
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