L'unità di Digital Innovation di Hitachi Rail è alla ricerca di un profilo nell'ambito di Machine Learning ed AI. Si riporta di seguito la descrizione.
Per informazioni, contattare il prof. Carlo Sansone (Questo indirizzo email è protetto dagli spambots. È necessario abilitare JavaScript per vederlo.).
Signalling and System Innovation Unit has the scope of discovering, designing and prototyping innovative solutions that can serve our customers and stakeholders. We work in an Agile mind-set, with maximum flexibility and extreme focus on results: you will have the opportunity to embrace the digital ecosystems and live on the edge of the new innovation era.
We are looking for a Senior SW & Digital Innovation Engineer who can bring us a wide knowledge in statistics and programming and that can help us to create machine learning models. Ultimate goal will be to shape and build efficient self-learning applications.
Location: Hitachi Rail ITALY – Naples, Genoa
Willingness to travel 25% of the time.
Job Description
Generate ideas and initiate processes of open innovation with our stakeholders leveraging on new technologies in the field of machine learning with the following responsibilities:
- Designing and developing machine learning and deep learning systems
- Running machine learning tests and experiments
- Implementing appropriate machine learning algorithms
Accountabilities
With regards to Digital Innovation activities / projects
- Design machine learning systems
- Research and implement appropriate Machine Learning 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
- Extend existing machine learning libraries and frameworks
- Ensure the implementation of assigned innovation projects and the relevant end-to-end coordination, prototyping the new solutions with a network of external providers and other internal supporters, in alignment with innovation guidelines and in collaboration with other technical departments.
- Ensure the capitalization and sharing of knowledge (e.g. best practice, lesson learned).
- Support the intellectual property process management ensuring patent research according to the Company identified guidelines.
- Support the Innovation Unit to build a network to grow company’s future initiatives.
Required Skills
- Proven experience as a Machine Learning Engineer or similar role
- Knowledge of data science and software engineering
- Understanding of data structures, data modeling and software architecture
- Deep knowledge of math, probability, statistics and algorithms
- Ability to write robust code in Python
- Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
- Excellent communication skills
- Ability to work in a team
- Outstanding analytical and problem-solving skills
- Master degree in Computer Science, Mathematics or similar field
- Fluency in English language (written and spoken).
Preferred Skills
- Good knowledge of railway business environment and customers.
- Experienced in defining requirements and architectures of complex systems.
- Experienced in integration activities among several subsystems.
- Entrepreneurial mind-set, team spirit and raise the bar mentality.