Job Description

Job Responsibilities

• You will be working as a hands on engineer, developing new features and fixing bugs for an (internal) machine learning model that identifies errors in vehicle telematics.

• You will be working in an Agile scrum team working on different modules or subsystems of the test framework

Job Description - Grade Specific

Mandatory Skills

• Expert knowledge in Python

• Expert knowledge in popular machine learning libraries and frameworks, such as TensorFlow, Keras, scikit-learn.

• Proficient understanding and application of clustering algorithms (e.g., K-means, hierarchical clustering) for grouping similar data points.

• Expertise in classification algorithms (e.g., decision trees, support vector machines, random forests) for tasks such as image recognition, natural language processing, and recommendation systems.

• Proficiency in working with databases, both relational and non-relational like MySQL with experience in designing database schemas and optimizing queries for efficient data retrieval.

• Strong knowledge in areas like Object Oriented Analysis and Design, Multi-threading, Multi process handling and Memory management.

• Good knowledge model evaluation metrics and techniques.

• Experience in deploying machine learning models to production environments.

• Currently working in an Agile scrum team and proficient in using version control systems (e.g., Git) for collaborative development.

Desired Skills

• Knowledge of RESTful API design and implementation experience in developing web applications using Flask or Dash

• Knowledge of automotive communication protocols like SOME-IP, SOME-IP SD, CAN, Flexray, MOST and Ethernet.

• Excellent communication skills

Skills (competencies)