... in streaming contexts. Pioneer approaches that serve customers with fresher data at lower operational overhead. Data Delivery Innovation: Design new approaches to deliver large datasets to customers ...
... in streaming contexts. Pioneer approaches that serve customers with fresher data at lower operational overhead. Data Delivery Innovation: Design new approaches to deliver large datasets to customers ...
Maintenance Mechanic
Cambridge, ON · On-site
CA$28.14 - CA$29.86/hr
We are in the business of hacking the package innovating clever advantages in packaging to get food to the table faster, fresher, and safer while reducing waste. Kwik Lok is a 3rd generation, family ...
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Maintenance Mechanic
Cambridge, ON · On-site
CA$28.14 - CA$29.86/hr
We are in the business of hacking the package innovating clever advantages in packaging to get food to the table faster, fresher, and safer while reducing waste. Kwik Lok is a 3rd generation, family ...
Maintenance Mechanic
Cambridge, ON · On-site
$28.14 - $29.86/hr
We are in the business of "hacking the package" - innovating clever advantages in packaging to get food to the table faster, fresher, and safer while reducing waste. Kwik Lok is a 3rd generation ...
Maintenance Mechanic
Cambridge, ON · On-site
$28.14 - $29.86/hr
We are in the business of "hacking the package" - innovating clever advantages in packaging to get food to the table faster, fresher, and safer while reducing waste. Kwik Lok is a 3rd generation ...
Fresher In information
What does a fresher in mean in a job context?
What are the key skills and qualifications needed to thrive as a fresher in the IT industry, and why are they important?
What types of projects or tasks can a fresher expect to work on during their initial months?
What is the difference between Fresher In vs Data Entry Operator?
| Aspect | Fresher In | Data Entry Operator |
|---|---|---|
| Required Credentials | High school diploma or equivalent, basic computer skills | High school diploma, typing speed, basic computer knowledge |
| Work Environment | Entry-level, training phase, office or remote | Office setting, repetitive data input tasks |
| Industry Usage | Used across various industries for entry-level roles | Common in administrative, finance, healthcare sectors |
Fresher In typically refers to individuals starting their career with minimal experience, focusing on learning and training. Data Entry Operator is a specific role involving data input tasks, often requiring basic computer skills. While both are entry-level, Fresher In is a broader term for newcomers, whereas Data Entry Operator is a specialized job title within administrative roles.

Amazon rating
7.4
Based on 7,069 frontline employees who took The Breakroom Quiz
6th of 39 rated national retailers
Job description
We are seeking an experienced Principal Engineer to lead the evolution and optimization of high-scale programmatic reporting systems at Amazon Ads. This role will drive the technical vision for how advertisers and partners receive campaign measurement data - billions of data points daily, delivered through streaming, batch, and on-demand interfaces to thousands of integrators worldwide.
Amazon Ads customers - from emerging brands to global enterprises - depend on accurate measurement to understand what's working, optimize their strategies, and make informed investment decisions. Our programmatic reporting infrastructure delivers this data at massive scale, powering AI agents, machine learning models, analytics engines, and dashboards across the advertising ecosystem
The systems you architect will directly determine how efficiently and elegantly we put data into the hands of the world's most sophisticated advertising customers.
This is a role defined by hard problems with measurable impact. The infrastructure that powers our data delivery capabilities processes billions of data points daily across streaming, batch, and real-time surfaces. As AI agents increasingly consume our data programmatically, we need fundamentally new approaches to how we partition, cache, and serve reporting data at scale
You will pioneer architectures that are not just fast and reliable, but elegantly efficient - systems where performance and cost-effectiveness emerge naturally from sound design rather than brute-force scaling.
Amazon is investing heavily in building a world-class advertising business, and measurement data is the foundation. We are at the forefront of that growth - delivering campaign reporting for all of Amazon Ads and producing the data that advertisers use to grow their business every day. If you're passionate about solving distributed systems challenges at unprecedented scale, designing elegantly efficient architectures, and shaping how the advertising industry consumes data in an AI-native world, this is the role for you.
As part of the Programmatic Reporting team, you will define the multi-year technical vision and execution strategy for our data delivery systems
You will architect solutions spanning streaming pipelines, batch report generation, and emerging real-time interfaces. You will collaborate across organizations - working with measurement teams, cloud infrastructure teams, and partner-facing teams to build systems that are efficient, consistent, and elegant. You will be hands-on: reading code, running benchmarks, prototyping solutions, and making architecture decisions grounded in data.
The ideal candidate will have deep expertise in distributed systems optimization, streaming architectures at scale, and a proven track record of putting data directly into the hands of sophisticated customers through high-performance programmatic interfaces
They will be equally comfortable writing a technical deep-dive document for VP-level leadership as they are profiling query execution plans or benchmarking data formats. They will bring clarity to ambiguous problems, build consensus across teams with competing priorities, and deliver solutions that are simple, maintainable, and measurably impactful.
Key job responsibilities
System Architecture and Efficiency: Lead the design of data delivery infrastructure that is performant, reliable, and elegantly cost-efficient. Architect solutions where efficiency emerges from sound design - sharding strategies, partitioning models, and execution plans that naturally balance latency, throughput, and resource utilization.
Streaming Architecture Evolution: Drive the evolution of our streaming data delivery systems toward truly stream-native architectures
Solve dimensional mutation and data restatement challenges in streaming contexts. Pioneer approaches that serve customers with fresher data at lower operational overhead.
Data Delivery Innovation: Design new approaches to deliver large datasets to customers efficiently. Establish clear ownership boundaries between data systems that encourage accountability
Build unified transformation libraries enabling consistency across all reporting surfaces.
Technical Vision and Strategy: Define and drive the 3-year technical roadmap for programmatic reporting systems. Write strategic narratives and present technical decisions to senior leadership. Provide input into annual planning processes and investment prioritization.
Cross-Organizational Leadership: Build consensus across multiple engineering organizations with different priorities
Lead architectural reviews and provide critical, constructive feedback. Mentor senior engineers on the path to Principal level. Foster a culture of engineering excellence through code, designs, and technical standards.
Emerging Capabilities: Architect systems for AI-native data access patterns - cardinality estimation, predictive query routing, and agent-optimized delivery
Design for the next generation of programmatic data consumers.
About the team
The Measurement and Data Science (MADS) organization sits at the heart of Amazon Ads, responsible for data infrastructure, measurement, research, and reporting that enables advertisers to understand and optimize their advertising investments.
Within MADS, the Programmatic Reporting team builds the data systems that power how advertisers and partners measure their Amazon Ads outcomes. We own Amazon Marketing Stream and the Reporting APIs, delivering accurate, consistent, and timely data at massive scale. Our work spans distributed systems engineering, streaming architecture, batch optimization, and data delivery - with emerging opportunities in AI-native interfaces
We move fast, think in systems, obsess over efficiency, and measure everything.
About Amazon
Sourced by ZipRecruiter
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.
Industry
It services, book publishers, retail, real estate and computer and electronic product manufacturing
Company size
10,000+ Employees
Headquarters location
Seattle, WA, US