Data-Driven Adaptation Engineer

Responsibilities

Algorithm & Software Adaptation

 Configure and adapt G+D-developed algorithms for BPS systems to meet customer

currency specifications.

 Analyze banknote data (sensor data, images, measured features) to create customer-

specific adaptation profiles.

 Validate algorithm performance through testing, simulation, and statistical evaluation.

 Identify optimization opportunities along every step of the adaptation process.

Data Analysis & Statistical Evaluation

 Use Python for exploratory data analysis, automation tasks, and algorithm evaluation.

 Develops/implements systems to perform basic evaluation of adaptation artifacts

according to state-of-the-art quality standards

 Documentation

 Version control

 Build system

 Code quality

 Apply statistical methods to improve adaptation quality.

 Build and optimize data pipelines and notebooks in Databricks to analyze large volumes

of banknote data.

 Identify patterns, anomalies, and insights to support continuous improvement.

Collaboration & Documentation

 Collaborate with algorithm development, product management, customer service, and

field engineers.

 Communicates with colleagues inside the Adaptation group to leverage optimization

and automation opportunities.

 Prepare documentation, reports, and presentations for internal and customer-facing

workshops.

 Support complex customer adaptation projects worldwide.

 Identify own personal and professional development needs.

Your Profile

Required Qualifications

 Degree in Computer Science, Electrical Engineering, Mathematics, Data Science, Physics,

or related field.

 Solid foundation in statistics, data analysis, and analytical problem-solving.

 Hands-on experience with Python (pandas, numpy, matplotlib, Jupyter).

 Experience working with Databricks, PySpark, or similar data platforms.

 In-depth understanding of state-of-the-art software development practices (linting,

code style, version control systems).

 Ability to understand and work with algorithms and signal/data processing workflows.

 Very good English skills; German is a plus.

experience7

A client of Randstad India