Job
Description
About The Role : 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 Mandatory Skills Expert knowledge in Python + Pyspark 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 Works in the area of Software Engineering, which encompasses the development, maintenance and optimization of software solutions/applications.1. Applies scientific methods to analyse and solve software engineering problems.2. He/she is responsible for the development and application of software engineering practice and knowledge, in research, design, development and maintenance.3. His/her work requires the exercise of original thought and judgement and the ability to supervise the technical and administrative work of other software engineers.4. The software engineer builds skills and expertise of his/her software engineering discipline to reach standard software engineer skills expectations for the applicable role, as defined in Professional Communities.5. The software engineer collaborates and acts as team player with other software engineers and stakeholders. About The Role : - Grade Specific Is fully competent in it's own area and has a deep understanding of related programming concepts software design and software development principles. Works autonomously with minimal supervision. Able to act as a key contributor in a complex environment, lead the activities of a team for software design and software development. Acts proactively to understand internal/external client needs and offers advice even when not asked. Able to assess and adapt to project issues, formulate innovative solutions, work under pressure and drive team to succeed against its technical and commercial goals. Aware of profitability needs and may manage costs for specific project/work area. Explains difficult concepts to a variety of audiences to ensure meaning is understood. Motivates other team members and creates informal networks with key contacts outside own area. Skills (competencies) Verbal Communication
