Senior Discipline Engineer
Valeo
- Location
- Chennai, Tamil Nadu, India
- Job type
- Full-time
Required skills
- Python
- AWS
- Azure
- CI
- clustering
- communication skills
- data pipeline
- data structures
- design patterns
- GCP
- regression
- Pytorch
About the role
Valeo
Website:
valeo.com
Job details:
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
Skills
- 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
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