CW Principal Researcher – Data Platform/Scientist
Posted on :
12-11-2022
Employer Active
1 Vacancy
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Job Description
Req ID : 1756670
Description:
- Collaborates with internal and external partners using modern software and systems best practices
- Research emerging new technologies that could enhance performance and lower costs
- Defines research goals and objectives for date infrastructure. For example, identify bottlenecks in E2E performance and research solutions to remove or improve performance
- Define own research tasks to advance the state-of-the-art data and ML infrastructure
- Research and develop innovative ideas and solutions for data infrastructure that deliver
- Better performance and Scalability
- Lower Cost and reduce latency
- High availability and Redundancy
- Observability and Reliability
- Encryption, Security, etc
Requirements:
- PhD in Computer Sciences, Mathematics Information Systems or closely related field
- 5 years of hands on prototyping and Proof of Concept (PoC) building experience
- Expertise in data nad ML infrastructure technologies including Tensorflow, Prytorch, Kafka, Spark, S3, Kubernetes, Databricks, Hadoop, Redshift, BigQuery, R and more
- Track record of researching data infrastructure including patents and publications
- Experienced contributor of driving standards (e.g. IEEE, NIST, etc)
- Strong AI ML - understanding of different AI models, algorithms.
- Ability to perform research.
- Ability to code - Python, C, SQL, or proficient
- Ability to discuss and present ideas concisely.
- Strong knowledge of data - end to end from data ingestion (IoT) to data analytics.
- Works highly independently, research critical challenges facing data and ML infrastructure w.r.t to performance, scalability, costs, etc. These include:
- End-to-end data infrastructure from data ingest to data analytics
- Federated learning to effectively distribute ML models
- GPU or other sparse chips performance w.r.t to CNN, ANN and other types of ML models
- Infrastructure sustainability
- Ability to go from concept to product
- Collaborates internally and externally, which includes building new collaborative partnerships
- Work with sensors data in vehicle preferred
KEY FEEDER ROLES FOR THIS POSITION ARE AS FOLLOWS:
- Sr. Infrastructure or Data Engineer with research background
- Sr. Data Infrastructure Engineer
- Software Engineer with research and data background
- AI/ML scientist with research and infrastructure background
Employment Type
Full Time
Key Skills
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