Machine Learning Intern

About Us

A career at Hitachi Rail will help create a legacy. With operations in every corner of the world, our work goes to the cutting-edge of digital transformation and technology. From the multi-cultural strength of our global organisation to the sustainable and innovative ways we work to bring people together, there’s something for everyone to get stuck into. And that’s where you come in.

Singapore, Singapore (Hybrid)

As Hitachi Rail GTS, we are advancing rail signalling and safety solutions to ensure safe and efficient railway operations worldwide. Our technologies help to bring billions of people reliably to their destinations by rail every year - making sustainable mobility a reality.

Machine Learning Intern (Ref. No. R1007042)

at our location in Singapore

You will enjoy having these responsibilities:
- Define the data science and advanced analytics requirements and use cases, create data exploitation models, recommend tool selection and work closely with Revenue Collection system business leads to create insight and value from data-
- Plan, execute and deliver advanced data analytics and scenario modelling-
- Lead the activities for use case capture, build models, problem analysis, data exploration and data collection and integration-
- Research existing software and machine learning/deep learning model, propose improvement and industrialize the product-
- Participate in model demonstration and validation with end customer, provide analysis and evidence of the model performance to demonstrate that the model is fit for production and operation Requirements:
- Study Computer Science, Data Science, Mathematics, or a related field-
- Knowledge in computational linguistics, data analytics, or similar will be advantageous-
- Proficiency with Python, Java, or R code writing-
- Knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture-
- Knowledge of mathematics, statistics, and algorithms-
- Analytical and problem-solving abilities-
- Great communication and collaboration skills-
- Good in time management and organizational abilities Our Talent Acquisition Team is looking forward to hearing from you

About us

Our motivation is the mobility turnaround. To achieve this, our teams find innovative products and solutions that ensure the operation and reliability of the entire rail network and increase capacities on the rails.

Our projects are diverse. To make our teams even stronger, we are looking for your support. In return, we offer you an attractive overall package with the following benefits:
- Stronger together: Networking through internal networks and working in international teams- Our drive: Together, we are laying the foundations for the digitization of the rail around the world, to get people safely to their destinations and to their loved ones- Attractive conditions: A secure and permanent job with a global company

Notes

Equal opportunities and self-determined participation of severely disabled persons and persons of equal status as well as respectful cooperation are firmly anchored principles within Hitachi Rail and its subsidiaries. We also aim to offer all our equal opportunities to start a career and to receive training and further education in our company. We consciously promote diversity and togetherness in our teams.


At Hitachi Rail, there is a place for everyone. We welcome and value differences in background, age, gender, sexuality, family status, disability, race, nationality, ethnicity, religion, and world view. It is our commitment to create an inclusive environment - we are proud to be an equal opportunity employer.

We would be delighted if you would be one of our followers at

.