Beschreibung
Role: Freelance Data Scientist (AI, Python, AWS)Location: Remote / Frankfurt 10%
Length: ASAP - EOY
Language: German
#Projektbeschreibung
The services of the contractor (service provider) are provided for the project "KatAna". KatAna stands for capacity analysis tool and supports intelligent capacity management in the target image. With the KatAna application, utilization hotspots can be identified via a graphical representation. For the initial identification of drivers of capacity bottlenecks, data sets provided for each month of planning during the year can be used.
#Leistungsbeschreibung
• Further development of data models and maintenance.
• Automate data connections, implement data connections based on new interface agreements using Python in the context of a modern cloud architecture (AWS). Technologies: Python, Docker, Gitlab-CI, AWS Step Functions, AWS Batch, AWS S3, AWS RDS (MS SQL Server & Postgres)
• Developing Data Pipelines and ETL Routes in Python with AWS Step Functions
• Preparation of interface agreements, coordination with appropriate stakeholders, adoption of interface agreements.
• Ensuring the necessary framework conditions for productive operation (e.g. implementation / revision of the application code with regard to security and other specifications, automation of data updates and other processes with Python to ensure operability).
• Implementation of the Risk2Value evaluation of the product "Capacity and Analysis Tool"
• Operation of the application in the AWS Cloud, import of data updates via the developed ETL processing paths.
#Muss requirements*:
• In-depth knowledge of software development with Python, at least 4 years of proven experience
• Experience in the field of database design for big data applications, at least 3 projects proven experience
• In-depth AWS knowledge, especially with S3, RDS, Step Functions, AWS Batch desired, at least 2 years of proven experience
• Experience in the field of visualization (e.g. Tableau, Qlik, Dash, React), at least 1.5 years
• Experience in the development of automated tests with PyTest, at least 1 year of proven experience
• Experience in the development of ETL, at least 2 years of proven experience
#Soll Requirements
• Experience in AI development projects (Tensorflow, Keras), at least 1.5 years of proven experience