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We are seeking experienced data scientists to create computationally intensive data science problems for an advanced AI evaluation project. This is a remote, project-based opportunity for experts who can design challenging problems that require computational methods to solve and mirror the full data science lifecycle - from data acquisition and processing to statistical analysis and actionable business insights. What You'll Do - Design original computational data science problems that simulate real-world analytical workflows across industries (telecom, finance, government, e-commerce, healthcare) Create problems requiring Python programming to solve (using pandas, numpy, scipy, sklearn, statsmodels, matplotlib, seaborn) - Ensure problems are computationally intensive and cannot be solved manually within reasonable timeframes (days/weeks) - Develop problems requiring non-trivial reasoning chains in data processing, statistical analysis, feature engineering, predictive modeling, and insight extraction - Create deterministic problems with reproducible answers - avoid stochastic elements or require fixed random seeds for exact reproducibility - Base problems on real business challenges: customer analytics, risk assessment, fraud detection, forecasting, optimization, and operational efficiency - Design end-to-end problems spanning the complete data science pipeline (data ingestion → cleaning → EDA → modeling → validation → deployment considerations) - Incorporate big data processing scenarios requiring scalable computational approaches - Verify solutions using Python with standard data science libraries and statistical methods - Document problem statements clearly with realistic business contexts and provide verified correct answers
Frontend developer to HR platform with Angular experience
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TECH Enterprise Architect (m/f/d) (9599)
Industry
Telecommunication
Area
Information Technology (IT)
Project info
Period
12.05.2025 - 31.12.2025
Capacity
from 95%
Daily rate
750 - 800€
Location
Munich, Germany
Languages
German
(Advanced)
,
English
(Advanced)
Remote
from 95%
Description
Analyze operator capabilities in the areas of radio, transport, core & services, cloud, OSS and digital platforms to design and implement use cases
Advise on creating HL solution (high-level solution) and integration architecture in Confluence/Jira
Verify the solution architecture
Advise network enablers and digital platforms to check the consistency of the HL solution architecture across network domains
Create comprehensive documentation of required security measures to serve as the basis for implementation by the network tribe
Conduct a detailed needs analysis of aggregators, developers and B2B customers regarding the architecture and present the results in a suitable format
Develop network domains to identify and set up the enablers needed for the future roadmap
Advise on architectural aspects of the slicing service to provide northbound APIs of slice management functions via the open gateway layer
Requirements
Architecture
Network / Radio / Transport
Integration Architecture
Computer Science
IT Architecture
API Integration & Development Expertise
Network Security & Operations Expertise
Understanding of operator capabilities as defined by global, standardized APIs under the CAMARA framework and other relevant bodies
Ability to analyze and translate requirements and use cases into technical solutions
Ability to review architecture deliverables
Knowledge of how to define key security measures
Ability to advise on developing the Open Gateway roadmap
Ability to further develop the integration architecture
Ability to advise on architectural aspects of the slicing service