About a minute. You'll make an account on the way through.
About this role
Responsibilities
- Create and maintain optimal data pipeline architecture
- Assist with assembling large, complex data sets that meet functional / non-functional
- business requirements.
- Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc.
- Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources and technologies eg. GCP.
- Work with and manage datasets both internal and external, with details of licensing,
- annotation format, classes/tasks, etc.
- Work with stakeholders including the Function owner, architects, Leads, Product, Data and Design teams to assist with data-related technical issues and support their data infrastructure needs.
- Work with data and analytics team to strive for greater functionality in our data systems.
- Build, grow and retain talent, providing technical leadership and direction
- Support for robust ML & CI /CD pipelines automation
- Programming: Python, Pytorch
- Machine Learning: Classification, regression, clustering, CNNs and RNNs
- Experience building and optimizing big data data pipelines, architectures and data sets
- Manipulating, processing and extracting value from large disconnected datasets.
- Working knowledge of message queuing, stream processing, and highly scalable big data data stores.
- Experience in cloud Automation (GCP/Azure/AWS)
- Experience with use of software design patterns and data structures
- Expertise in python programming and good coding practices
- Excellent analysis & trouble-shooting skills using a structured documented approach
- Excellent communication skills, both written and verbal
- Strong experience in capitalising knowledge & best practices through creation and/or updating of standard
- Strong experience in training and mentoring team members
- Confident, articulate, self-motivated, determined & energetic
- Self-starter, motivated individual who can work fully autonomously
Sourced from foundit
Skills
software design patternsregressionclusteringgoogle cloud platformamazon web servicesclassificationcloud automationcnnsRNNsStream ProcessingData StructuresPytorchMessage Queuingdata storesData SetsPythonMicrosoft AzureData PipelineBig DataMachine Learning
About Valeo
Valeo
Auto Components
6k+
employees
1923
103 years old
Paris, Île-de-France
France
About
Valeo is an automotive supplier and partner to automakers worldwide. As a tech company, They design innovative solutions for smart mobility.
Industries
Auto ComponentsIndustrial Machinery
Employee ratings
1,455 reviews
4.0/ 5
Culture
3.9
Career growth
3.2
Work-life
4.0
Employees rate it well for
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