Siemens Mobility is the world’s leading provider of mobility solutions that enable the efficient, safe and environmentally friendly transport of people and goods – and help improve the quality of everyday life for millions of people on all continents. Driven by innovation, we develop intelligent solutions for the increasing digitalization of the transport sector. Our range of offerings includes rail vehicles, rail automation, road traffic management systems, rail electrification and services.
We are looking for a Data Scientist for development of data driven products.
The Data Scientist is responsibilities include creating machine learning models and retraining systems. To do this job successfully, you need exceptional skills in statistics and programming. If you also have in addition to you data science competence also knowledge in software engineering, we’d like to meet you.
Your goal will be to shape and build efficient data drive, machine learning applications.
What are my job responsibilities?
Study and transform data science prototypes
Implement appropriate ML algorithms and tools
Develop machine learning applications according to requirements
Select appropriate datasets and data representation methods
Run machine learning tests and experiments
Perform statistical analysis and fine-tuning using test results
Train and retrain systems when necessary
Extend existing ML libraries and frameworks
Keep abreast of developments in the field
What do I need to qualify for this role?
Proven experience as a Machine Learning Engineer or similar role
Minimum 2-4 years of experience in a relevant role.
Understanding of data structures, data modeling and software architecture
Deep knowledge of math, probability, statistics and algorithms
Ability to write robust code in Python.
Strong working knowledge of Hadoop. Spark, SQL
Familiarity with machine learning frameworks (like Keras or Tensorflow) and libraries (like scikit-learn)
Ability to work in a team
Outstanding analytical and problem-solving skills
Bachelor’s in computer science, Mathematics or similar field; Master’s degree is a plus.
Exposure/ experience to tools & Infrastructure such as Jenkins, GITHUB, Jupyter notebook/Lab.
Experience working in an Agile development environment
Excellent communication skills; the ability to convey complex analysis results clearly and with conviction to all levels of technical and non-technical stakeholders.
Job ID: 122817
Company: Siemens Mobility Pte Ltd
Experience Level: Experienced Professional
Job Type: Full-time