SDEII – Big Data + ML, Measurement and Data Science



Come assist construct ML-based measurement at web scale. This can be a inexperienced subject space with quickly altering enterprise panorama with out a identified resolution or a sample to observe.

We’re completely satisfied to assist transfer inside Canada or internationally, to Toronto, ON, Canada.

What you’ll do

You’ll design, launch, personal and evolve software program that computes estimated impression of Amazon adverts. Tons of of 1000’s advertisers will use your work every single day to resolve the place to take a position subsequent. You will work intently with our high notch group of scientists and economists to invent, construct and take a look at ML-based approaches, and iterate on what works finest. You will assist outline not solely how we compute the estimates, however how do we all know we’re proper. These are actually onerous questions which can be distinctive to Amazon, so there is not a footprint you possibly can copy. You will construct petabyte-scale scale measurement pipelines, in addition to advance supporting companies and frameworks. You will get suggestions from Principal and Senior Engineers, in addition to assist junior engineers develop.

What we do

We allow advertisers to optimize advert spend and allocate budgets successfully by offering correct, actionable and well timed impression measurement for all Amazon advert merchandise. We’re within the early phases of labor, the place we invent and take a look at a number of new approaches. We use a mixture of machine studying (ML)-based and deterministic methods to supply the estimates which can be quickest within the business with out compromising high quality. We continuously invent on our cutting-edge event-driven architectures to remain forward of rising scale.

The constitution of this group is concentrated on computing estimated conversions. We personal the mathematics, the algorithms, and the design. We work with a wide range of applied sciences, similar to AWS EMR, Batch, Scala, Spark and PyTorch. Science is invented in the identical group.

What we provide

We’re an organization of builders who deliver various backgrounds, concepts, and factors of view to inventing on behalf of our prospects. Our numerous views come from many sources together with gender, race, age, nationwide origin, sexual orientation, tradition, training, {and professional} and life expertise. We’re dedicated to variety and inclusion and at all times search for methods to scale our impression as we develop. You may learn extra right here ( .

Amazon has 13 affinity teams, also referred to as worker useful resource teams, which deliver Amazon workers collectively throughout companies and places all over the world. Some examples embrace the Black Worker Community (BEN), Amazon Ladies in Engineering (AWE), and Indigenous@Amazon.

Key job obligations

design, develop, launch and keep measurement functions that compute correct estimates of promoting impression. work with the information to grasp advertiser wants and develop best methods of dealing with it. intently accomplice with science group on all points, from featurization to coaching to estimating to realizing we’re proper. Write code in languages like Scala, Java or Python. Assist and enhance what you constructed.

We’re open to hiring candidates to work out of one of many following places:

Toronto, ON, CAN

Primary {Qualifications}

  • 3+ years of non-internship skilled software program growth expertise

  • 2+ years of non-internship design or structure (design patterns, reliability and scaling) of recent and current methods expertise

  • Expertise programming with at the very least one software program programming language

Most well-liked {Qualifications}

  • 3+ years of full software program growth life cycle, together with coding requirements, code opinions, supply management administration, construct processes, testing, and operations expertise

  • Bachelor’s diploma in laptop science or equal

Amazon is dedicated to a various and inclusive office. Amazon is an equal alternative employer and doesn’t discriminate on the premise of race, nationwide origin, gender, gender id, sexual orientation, incapacity, age, or different legally protected standing. If you need to request an lodging, please notify your Recruiter.

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To assist us observe our recruitment effort, please point out in your cowl/motivation letter the place ( you noticed this job posting.

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