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Fresher In Jobs in Ontario (NOW HIRING)

... 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 ...

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?

A 'Fresher In' refers to a person who is new to a particular field, industry, or job role and typically has little to no prior professional experience. The term 'fresher' is commonly used in countries like India to describe recent graduates or those entering the workforce for the first time. Employers often have specific positions or training programs designed for freshers to help them gain practical skills and adapt to workplace environments.

What are the key skills and qualifications needed to thrive as a fresher in the IT industry, and why are they important?

To thrive as a Fresher in the IT industry, you need a solid understanding of programming fundamentals, problem-solving abilities, and often a relevant degree in computer science or a related field. Familiarity with coding languages like Java, Python, or C++, and exposure to tools such as Git and basic database systems, are typically expected. Eagerness to learn, adaptability, and strong communication skills help freshers integrate into teams and pick up new technologies quickly. These qualities are crucial for building a successful foundation and progressing in the dynamic, ever-evolving IT sector.

What types of projects or tasks can a fresher expect to work on during their initial months?

As a Fresher, you will typically start with foundational tasks that help you learn the company’s processes and tools. This may include assisting with data entry, shadowing experienced team members, or working on small components of larger projects. Over time, you’ll be given more responsibility, such as handling client communications, contributing to team meetings, or managing parts of a project independently. The goal is to gradually build your confidence and skill set while ensuring you have proper guidance and support from your team.

What is the difference between Fresher In vs Data Entry Operator?

AspectFresher InData Entry Operator
Required CredentialsHigh school diploma or equivalent, basic computer skillsHigh school diploma, typing speed, basic computer knowledge
Work EnvironmentEntry-level, training phase, office or remoteOffice setting, repetitive data input tasks
Industry UsageUsed across various industries for entry-level rolesCommon 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.

Infographic showing various Fresher In job openings in Ontario as of August 2026, with employment types broken down into 50% Full Time, and 50% Part Time. Highlights an 100% In-person job distribution.

Principal Software Engineer, MADS

Amazon

Toronto, ON

Full-time

Re-posted 14 days ago


Amazon rating

7.4

Company rating: 7.4 out of 10

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.


What Amazon employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom


Amazon logo

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