- Collaborate in the generation of data-driven solutions making process, within a lean startup pathway and in collaboration of engineering & mobility experts, data engineers, software engineers, HMI designer and devops.
- Understand the importance of data capture aiming for advance IA/ML Algorithm deployment.
- Engineering, Technical teams, R&D, Innovation teams
- Start-ups, data companies, other industrial companies, suppliers, academics, research institutes
- Define, develop, manage & sustain the dataflow model.
- Design technical solutions for data-driven approach, including engineering and financial impacts.
- Build multi-tenant streaming and data processing in batch and near-real time flows.
- Lead technical team to define, develop, manage & sustain the data solution including storage, processing units and UI
- Create and maintain web apps used for maintenance data, operational data, and other data sources acquisitions.
- Ensure the good quality of raw data acquisition to ease further analysis.
- Evaluate the opportunities from new technologies.
- Apply strong testing and quality assurance practices.
- Generate insights from data analysis.
- Create outputs for end users based on data analytics.
- Evaluate the opportunities from new mathematical and machine learning technologies.
- Support projects in their development of data – driven solutions
- Contribute to the development of data competency within the company.
- Build feature extraction model and programming.
- Build learning models, including unsupervised predictive models and simulation tool.
- Assess and enhance the data quality of incoming data and model responses.
- Develop and spread data culture across functional departments within the organization.
- Cross functional collaboration between departments
- End user support
- OTD
- Developments QCD
- Task Executions Rate
- Engineering or master's degree in Computation, Electronics or Mathematics
- PhD in the fields of statistics or machine learning or applied mathematics
- Knowledge of the following language: Python or/and R
- Knowledge of Python web development Frameworks.
- Knowledge of HTML, CSS, JS
- Strong Knowledge of Git,
- SQL and No-SQL data handling
- Experience with LINUX environment (shell scripting) and debugging.
- Knowledge of PHM or Predictive Maintenance
- Knowledge of Traffic modelling
- Knowledge of NLP
- Experience in Sequence mining
- Experience on Railway industry
- Proven track record for designing stable solution, testing, and debugging.
- Proven results of performance increase due to digital solutions implementation on railway industry.
- Proven knowledge of Data analytics applied to Maintenance organization.
- Strong knowledge of data manipulation and data visualization
- Strong end user interaction
- Advance English
- Proactivity
- Teamwork and Leadership
Data Engineer - Panama, Panamá - Alstom
Descripción
Req ID:439882
At Alstom, we understand transport networks and what moves people. From high-speed trains, metros, monorails, and trams, to turnkey systems, services, infrastructure, signalling and digital mobility, we offer our diverse customers the broadest portfolio in the industry. Every day, more than colleagues lead the way to greener and smarter mobility worldwide, connecting cities as we reduce carbon and replace cars.
JOB TITLE & JOB CODE
Job Title (Job Code): Data Engineer (EN-XD-01)
PURPOSE OF THE JOB
As part of SER-LAM Engineering team, we are responsible for the development, deploy and Implementation of Digital solutions as part of the core model of our department, candidate is expected to understand the importance of Data Analytics and the structure required to ease the data flow between different departments, purpose of the job is to support existing infra, create new data-pipelines, and detect improvement points for future developments.
ORGANISATION
Organisation structure (job belongs to..)
REGION / Services / Engineering, or ADM, or Services Platform
Reports directly to:
Business Intelligence & Digital Services Manager or Chief Digital Architect or R&D Program Manager
Other reporting to:
Chief Digital Architect
Direct reports:
N/A
Network & Links
Internal
External
MAIN RESPONSABILITIES
Key accountabilities:
Other accountabilities:
Performance measurements:
MAIN REQUIRED COMPETENCES
Educational Requirements
Mandatory:
Desirable:
Experience
Mandatory:
Desirable:
Competencies & Skills
Soft Skills
You don't need to be a train enthusiast to thrive with us. We guarantee that when you step onto one of our trains with your friends or family, you'll be proud. If you're up for the challenge, we'd love to hear from you
Important to note
As a global business, we're an equal-opportunity employer that celebrates diversity across the 63 countries we operate in. We're committed to creating an inclusive workplace for everyone.