Sr Data Scientist , Annapurna Labs, ML Acceleration Power Architecture
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Job Location:
Cupertino, CA - USA
Yearly Salary:
$ 143300 - 247600
Posted on:
02-11-2025
Vacancies:
1 Vacancy
Job Summary
We are seeking a highly skilled Data Scientist to join our Machine Learning Architecture team focusing on power and performance optimization for ML acceleration workloads across Amazons global data center infrastructure. This role combines advanced data science techniques with deep technical understanding of ML hardware acceleration to drive efficiency improvements in training and inference workloads at massive scale.
Key job responsibilities
ata Analysis & Optimization
* Analyze power consumption and performance metrics across all Amazon data centers for machine learning acceleration workloads
* Develop predictive models and statistical frameworks to identify optimization opportunities and performance bottlenecks
* Create automated monitoring and alerting systems for power and performance anomalies
Strategic Planning & Deployment Guidance
* Provide data-driven recommendations for server deployments and capacity planning decisions across Amazons global data center network
* Develop optimization scenarios and business cases to improve capacity delivery efficiency to customers worldwide
* Support strategic decision-making through comprehensive analysis of power performance and cost trade-offs
Cross-Functional Collaboration
* Partner with software engineering teams to optimize ML frameworks drivers and runtime systems
* Collaborate with hardware engineering teams to influence chip design server architecture and cooling system optimization
* Work closely with data center operations teams to implement and validate optimization strategies
Research & Development
* Conduct applied research on emerging ML acceleration technologies and their power/performance characteristics
* Develop novel methodologies for measuring and improving energy efficiency in large-scale ML workloads
* Publish findings and contribute to industry best practices in sustainable ML infrastructure
- 5 years of data querying languages (e.g. SQL) scripting languages (e.g. Python) or statistical/mathematical software (e.g. R SAS Matlab etc.) experience
- 4 years of data scientist experience
- Experience with statistical models e.g. multinomial logistic regression
- 2 years of data visualization using AWS QuickSight Tableau R Shiny etc. experience
- Experience managing data pipelines
- Experience as a leader and mentor on a data science team
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status disability or other legally protected status.
Los Angeles County applicants: Job duties for this position include: work safely and cooperatively with other employees supervisors and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees supervisors and staff to ensure exceptional customer service; and follow all federal state and local laws and Company policies. Criminal history may have a direct adverse and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above as well as the abilities to adhere to company policies exercise sound judgment effectively manage stress and work safely and respectfully with others exhibit trustworthiness and professionalism and safeguard business operations and the Companys reputation. Pursuant to the Los Angeles County Fair Chance Ordinance we will consider for employment qualified applicants with arrest and conviction records.
Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process including support for the interview or onboarding process please visit for more information. If the country/region youre applying in isnt listed please contact your Recruiting Partner.
Our compensation reflects the cost of labor across several US geographic markets. The base pay for this position ranges from $143300/year in our lowest geographic market up to $247600/year in our highest geographic market. Pay is based on a number of factors including market location and may vary depending on job-related knowledge skills and experience. Amazon is a total compensation company. Dependent on the position offered equity sign-on payments and other forms of compensation may be provided as part of a total compensation package in addition to a full range of medical financial and/or other benefits. For more information please visit This position will remain posted until filled. Applicants should apply via our internal or external career site.
Key job responsibilities
ata Analysis & Optimization
* Analyze power consumption and performance metrics across all Amazon data centers for machine learning acceleration workloads
* Develop predictive models and statistical frameworks to identify optimization opportunities and performance bottlenecks
* Create automated monitoring and alerting systems for power and performance anomalies
Strategic Planning & Deployment Guidance
* Provide data-driven recommendations for server deployments and capacity planning decisions across Amazons global data center network
* Develop optimization scenarios and business cases to improve capacity delivery efficiency to customers worldwide
* Support strategic decision-making through comprehensive analysis of power performance and cost trade-offs
Cross-Functional Collaboration
* Partner with software engineering teams to optimize ML frameworks drivers and runtime systems
* Collaborate with hardware engineering teams to influence chip design server architecture and cooling system optimization
* Work closely with data center operations teams to implement and validate optimization strategies
Research & Development
* Conduct applied research on emerging ML acceleration technologies and their power/performance characteristics
* Develop novel methodologies for measuring and improving energy efficiency in large-scale ML workloads
* Publish findings and contribute to industry best practices in sustainable ML infrastructure
- 5 years of data querying languages (e.g. SQL) scripting languages (e.g. Python) or statistical/mathematical software (e.g. R SAS Matlab etc.) experience
- 4 years of data scientist experience
- Experience with statistical models e.g. multinomial logistic regression
- 2 years of data visualization using AWS QuickSight Tableau R Shiny etc. experience
- Experience managing data pipelines
- Experience as a leader and mentor on a data science team
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status disability or other legally protected status.
Los Angeles County applicants: Job duties for this position include: work safely and cooperatively with other employees supervisors and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees supervisors and staff to ensure exceptional customer service; and follow all federal state and local laws and Company policies. Criminal history may have a direct adverse and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above as well as the abilities to adhere to company policies exercise sound judgment effectively manage stress and work safely and respectfully with others exhibit trustworthiness and professionalism and safeguard business operations and the Companys reputation. Pursuant to the Los Angeles County Fair Chance Ordinance we will consider for employment qualified applicants with arrest and conviction records.
Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process including support for the interview or onboarding process please visit for more information. If the country/region youre applying in isnt listed please contact your Recruiting Partner.
Our compensation reflects the cost of labor across several US geographic markets. The base pay for this position ranges from $143300/year in our lowest geographic market up to $247600/year in our highest geographic market. Pay is based on a number of factors including market location and may vary depending on job-related knowledge skills and experience. Amazon is a total compensation company. Dependent on the position offered equity sign-on payments and other forms of compensation may be provided as part of a total compensation package in addition to a full range of medical financial and/or other benefits. For more information please visit This position will remain posted until filled. Applicants should apply via our internal or external career site.
Required Experience:
Senior IC
Key Skills
- Laboratory Experience
- Immunoassays
- Machine Learning
- Biochemistry
- Assays
- Research Experience
- Spectroscopy
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Data Analysis Skills
About Company
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