Senior Applied Scientist, Network Fabric Engineering
$104K - $142K/yr
Our work sits at the intersection of combinatorial optimization, machine learning, distributed systems, and network engineering.
$104K - $142K/yr
Our work sits at the intersection of combinatorial optimization, machine learning, distributed systems, and network engineering.
$104K - $142K/yr
Our work sits at the intersection of combinatorial optimization, machine learning, distributed systems, and network engineering.
$139K - $183K/yr
These include tools that use ML-based combinatorial optimization and build space exploration (DSE) techniques. These tools will be employed to optimize AI workloads across large GPU and CPU clusters ...
$139K - $183K/yr
These include tools that use ML-based combinatorial optimization and build space exploration (DSE) techniques. These tools will be employed to optimize AI workloads across large GPU and CPU clusters ...
$104K - $142K/yr
Our work sits at the intersection of combinatorial optimization, machine learning, distributed systems, and network engineering.
$104K - $142K/yr
Our work sits at the intersection of combinatorial optimization, machine learning, distributed systems, and network engineering.
Seattle, WA · On-site
$2.6K/wk
Course topics include High-performance Computing, VLSI Design, Advanced Machine, Learning Combinatorial Optimization and Statistical Inference. Responsibilities include preparation of lectures ...
Seattle, WA · On-site
$2.6K/wk
Course topics include High-performance Computing, VLSI Design, Advanced Machine, Learning Combinatorial Optimization and Statistical Inference. Responsibilities include preparation of lectures ...
There are numerous scientific and technical challenges you will get to tackle in this role, such as global scalability of models, combinatorial optimization, cold start problem, accelerated ...
There are numerous scientific and technical challenges you will get to tackle in this role, such as global scalability of models, combinatorial optimization, cold start problem, accelerated ...
There are numerous scientific and technical challenges you will get to tackle in this role, such as global scalability of models, combinatorial optimization, cold start problem, accelerated ...
There are numerous scientific and technical challenges you will get to tackle in this role, such as global scalability of models, combinatorial optimization, cold start problem, accelerated ...
Seattle, WA · On-site
$104K - $142K/yr
... combinatorial optimization, reinforcement learning, constraint programming, or stochastic modeling - Ability to design rigorous experiments, analyze results, and iterate quickly with reproducible ...
Seattle, WA · On-site
$104K - $142K/yr
... combinatorial optimization, reinforcement learning, constraint programming, or stochastic modeling - Ability to design rigorous experiments, analyze results, and iterate quickly with reproducible ...
Seattle, WA · On-site
$104K - $142K/yr
... combinatorial optimization) - Experience leading the design, build and deployment of complex and performant (reliable and scalable) software solutions in production - Experience effectively ...
Seattle, WA · On-site
$104K - $142K/yr
... combinatorial optimization) - Experience leading the design, build and deployment of complex and performant (reliable and scalable) software solutions in production - Experience effectively ...
... and combinatorial optimization problems to drive business and operational improvements. You are passionate about building solutions that will help drive a more efficient operations network and ...
... and combinatorial optimization problems to drive business and operational improvements. You are passionate about building solutions that will help drive a more efficient operations network and ...
Combinatorial optimization * Program synthesis or code generation * Formal methods * Machine learning for engineering or scientific applications * Ability to take an ambiguous technical problem from ...
New
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Combinatorial optimization * Program synthesis or code generation * Formal methods * Machine learning for engineering or scientific applications * Ability to take an ambiguous technical problem from ...
New
Knowledge of combinatorial optimization and real-time scheduling constraints. A knack for turning ambiguous "blue sky" research into deployed, high-impact features. Export Control License: This ...
Knowledge of combinatorial optimization and real-time scheduling constraints. A knack for turning ambiguous "blue sky" research into deployed, high-impact features. Export Control License: This ...
... combinatorial optimization, predictive modeling, and decision systems. Our solutions learn from millions of stowing decisions to continuously improve warehouse capacity and throughput. We are seeking ...
... combinatorial optimization, predictive modeling, and decision systems. Our solutions learn from millions of stowing decisions to continuously improve warehouse capacity and throughput. We are seeking ...
... and combinatorial optimization problems to drive business and operational improvements. You are passionate about building solutions that will help drive a more efficient operations network and ...
... and combinatorial optimization problems to drive business and operational improvements. You are passionate about building solutions that will help drive a more efficient operations network and ...
Knowledge of combinatorial optimization and real-time scheduling constraints. A knack for turning ambiguous "blue sky" research into deployed, high-impact features. Export Control License: This ...
Knowledge of combinatorial optimization and real-time scheduling constraints. A knack for turning ambiguous "blue sky" research into deployed, high-impact features. Export Control License: This ...
There are numerous scientific and technical challenges you will get to tackle in this role, such as global scalability of models, combinatorial optimization, cold start problem, accelerated ...
There are numerous scientific and technical challenges you will get to tackle in this role, such as global scalability of models, combinatorial optimization, cold start problem, accelerated ...
... combinatorial optimization, predictive modeling, and decision systems. Our solutions learn from millions of stowing decisions to continuously improve warehouse capacity and throughput. We are seeking ...
... combinatorial optimization, predictive modeling, and decision systems. Our solutions learn from millions of stowing decisions to continuously improve warehouse capacity and throughput. We are seeking ...
We hire and develop ML experts in reinforcement learning, combinatorial optimization, predictive modeling, and decision systems. Our solutions learn from millions of stowing decisions to continuously ...
We hire and develop ML experts in reinforcement learning, combinatorial optimization, predictive modeling, and decision systems. Our solutions learn from millions of stowing decisions to continuously ...
Knowledge of combinatorial optimization and real-time scheduling constraints. A knack for turning ambiguous "blue sky" research into deployed, high-impact features. Export Control License: This ...
Knowledge of combinatorial optimization and real-time scheduling constraints. A knack for turning ambiguous "blue sky" research into deployed, high-impact features. Export Control License: This ...
... and combinatorial optimization problems to drive business and operational improvements. You are passionate about building solutions that will help drive a more efficient operations network and ...
... and combinatorial optimization problems to drive business and operational improvements. You are passionate about building solutions that will help drive a more efficient operations network and ...
$47.2K - $63.7K
3% of jobs
$63.7K - $80.2K
0% of jobs
$80.2K - $96.7K
1% of jobs
$96.7K - $113.2K
4% of jobs
$113.2K - $129.7K
11% of jobs
$135.8K is the 25th percentile. Wages below this are outliers.
$129.7K - $146.2K
16% of jobs
The median wage is $160.7K / yr.
$146.2K - $162.7K
17% of jobs
$162.7K - $179.2K
16% of jobs
$185.9K is the 75th percentile. Wages above this are outliers.
$179.2K - $195.7K
17% of jobs
$195.7K - $212.2K
10% of jobs
$212.2K - $228.7K
5% of jobs
$47.2K
$162.1K
$228.7K
| Aspect | Combinatorial Optimization | Data Analyst |
|---|---|---|
| Required Credentials | Mathematics, Operations Research, Computer Science degrees | Statistics, Data Science, Business Analytics degrees |
| Work Environment | Research labs, consulting firms, tech companies | Corporate offices, finance, marketing departments |
| Industry Usage | Logistics, manufacturing, AI, supply chain | Finance, marketing, healthcare, retail |
While both roles involve analytical skills, Combinatorial Optimization focuses on solving complex mathematical problems to find optimal solutions, often in logistics and operations. Data Analysts interpret data to inform business decisions, working across various industries. Understanding these differences helps clarify career paths and employer expectations.

$104K - $142K/yr
Full-time
Posted 4 days ago
7.4
Based on 7,025 frontline employees who took The Breakroom Quiz
6th of 39 rated national retailers
We are looking for an Applied Scientist to join our team and tackle some of the most challenging traffic engineering problems at planetary scale. You will develop novel optimization algorithms
and ML models that balance network utilization, resilience, cost efficiency, and latency - across traffic classes with fundamentally different characteristics. The problem then expands to network capacity planning, where you will collaborate with other scientists to develop the optimal strategy to efficiently scale the network.
Key job responsibilities
- Formulate traffic engineering problems as mathematical optimization models and develop scalable solvers that operate on graphs with hundreds of nodes and O(10^4) edges
- Design ML models for traffic demand prediction, anomaly detection, and workload classification
- Develop capacity planning frameworks that co-optimize cost, reliability, and performance over multi-year horizons
- Build simulation and evaluation frameworks to validate TE algorithms against realistic failure scenarios and traffic patterns
- Publish research at top venues (SIGCOMM, NSDI, INFOCOM, NeurIPS, ICML) and contribute to the scientific community
- Collaborate with network engineers, software engineers, and operations teams to bring algorithms from prototype to production at global scale
- Define metrics, run A/B experiments, and measure the real-world impact of algorithmic changes on network performance
About the team
The Inter Data Center (InterDC) Networking team owns traffic engineering across AWS's regions - the largest inter-datacenter network in the world, connecting hundreds of data centers
across dozens of regions
We design and implement the algorithms, optimization systems, and scientific frameworks that decide how exabytes of traffic traverse this network every day. Our work
sits at the intersection of combinatorial optimization, machine learning, distributed systems, and network engineering.
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Amazon.com, Inc., commonly known as Amazon, is an American multinational technology company. It was founded by Jeff Bezos in 1994 and initially started as an online marketplace for books. Since then, Amazon has expanded its operations and become one of the largest e-commerce companies in the world. Amazon's primary business is its online retail platform, where customers can purchase a vast array of products, including electronics, clothing, books, home goods, and much more. The company offers a convenient and user-friendly shopping experience, with features such as fast shipping, customer reviews, and personalized recommendations. In addition to its e-commerce platform, Amazon has diversified its business into various other areas. One of its notable ventures is Amazon Web Services (AWS), a comprehensive cloud computing platform that provides services such as storage, compute power, and database management to individuals and businesses. AWS has become a leader in the cloud computing industry, powering many websites and applications worldwide. Amazon has also developed its own consumer electronics, including the popular Amazon Kindle e-reader, Fire tablets, Fire TV streaming devices, and the Alexa-powered Echo smart speakers. The Alexa voice assistant, integrated into these devices, allows users to interact with their devices using voice commands, perform tasks, and access information. Furthermore, Amazon has expanded into media and entertainment. It operates Prime Video, a streaming service that offers a wide range of movies, TV shows, and original content. Amazon Music provides a platform for streaming and purchasing digital music, while Audible offers audiobooks and other audio content. The company's commitment to customer satisfaction and convenience is demonstrated by its membership program, Amazon Prime. Prime members receive various benefits, including free two-day shipping, access to streaming services, exclusive deals, and more.
It services, book publishers, retail, real estate and computer and electronic product manufacturing
10,000+ Employees
Seattle, WA, US