High Scalability

MAY 26, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Try out their platform. Apply here.

Education 100

Education AWS Software Engineering Scalability 100

High Scalability

MARCH 30, 2020

Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Try out their platform. Apply here.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

MARCH 17, 2020

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Learn how to train interviewers so everyone's on the same page. Apply here.

Education 105

Education Engineering Java Software Engineering 105

High Scalability

MARCH 3, 2020

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Learn how to train interviewers so everyone's on the same page. Apply here.

Education 114

Education Engineering Games Java 114

High Scalability

FEBRUARY 18, 2020

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Learn how to train interviewers so everyone's on the same page. Apply here.

Education 113

Education Engineering Games Java 113

The Morning Paper

FEBRUARY 18, 2020

The key insight this led to is that ML models are software , derived from data. ML learning systems combine the characteristics of software, e.g. the need for CI/CD pipelines, and of data, e.g. the need to track lineage. Many of the software engineering discipline and controls need to be brought over into an ML context.

Government 95

Government Software Engineering Storage Database 95

High Scalability

FEBRUARY 9, 2020

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Learn how to train interviewers so everyone's on the same page. Apply here.

Education 108

Education Engineering Games Java 108

O'Reilly

FEBRUARY 2, 2020

First, the behavior of an AI application depends on a model , which is built from source code and training data. A model isn’t source code, and it isn’t data; it’s an artifact built from the two. This means that, to have a history of how an application was developed, you have to look at more than the source code.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

Testsigma

OCTOBER 6, 2020

According to a survey conducted on software test automation , 51% of organisations prefer to retrain existing staff in test automation skills. Thus, it is clear that automated testing is the way to go for the software testing industry. Chaithra Rao (Chaithra is a Senior Manager of Test Engineering at Insider Inc.). “

Testing 105

Testing Programming Software Engineering Software 105

Strategic Tech

SEPTEMBER 29, 2018

finding good software engineers takes so long and requires so much effort… but it doesn’t have to. Make Your Organisation Irresistible to Software Engineers The easiest and cheapest way to hire good engineers is to let them come to you. Not all code is created equal. Hiring is so hard?—?finding

Software Engineering 40

Software Engineering Open Source Engineering Java 40

The Agile Manager

JANUARY 31, 2014

The growth in demand for software has consistently outpaced the growth in the supply of software developers. Each major expansion in software development - automation (60s), productivity (80s), internet (90s), mobile (00s) - has been additive to the total stock of software in the world. It's worth looking at why.

Software 73

Software Software Development Government 73

Adrian Cockcroft

FEBRUARY 13, 2023

Provides comparison of inference workload on P4dn GPU instances vs. AWS Trainium saving 92% energy and 90% cost, and training workload on P4dn vs. AWS Inferentia 2.6x shorter training time, saving 54% energy and 75% cost. SUS209 — there was no talk with this code. SUS304 to SUS311 No talks with these codes.

AWS 64

AWS Energy Architecture Programming 64

The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

Tasktop

APRIL 8, 2020

Software Engineer, Sébastien Coquelin, has been providing his daughter with some key reading. Cool math Games – A brain-training website, where logic and thinking meet fun and games. Scratch – Online code-via-drag-and-drop for kids. Get Software Delivery trends and insights in your inbox. Subscribe now.

Entertainment 52

Entertainment Games Software Engineering Virtualization 52

Tasktop

MAY 23, 2019

The beginning of my experience as a Junior Software Engineer on one of Tasktop’s ‘Integrations Teams’ marked a definitive transition in the way I learned and practiced computer science and software development. I was drawn to Tasktop because of its strong impact on the software development industry.

Software Engineering 40

Software Engineering Engineering Software Software 40

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. All ML projects are software projects.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

DZone

FEBRUARY 27, 2021

As a Software Engineer, the mind is trained to seek optimizations in every aspect of development and ooze out every bit of available CPU Resource to deliver a performing application. Though I have spent the last ~17 years (In 2021) of my life coding and perfecting my Java and J2EE skill — I suddenly feel. Ahem, Slow!

Java 207

Java C++ Benchmarking Programming 207

SQL Server According to Bob

JUNE 27, 2016

I was contacted by my friend, Slava Oks, to start looking at how Microsoft SQL Server Support (CSS) would support the endeavor, train engineers, run SQL Server on Linux through its paces, find bugs and lend my knowledge to making SQL Server on Linux a world class product. We developed a friendly competition to break one another’s code.

Servers 40

Servers Games Azure Software Engineering 40

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. On the other hand, very few data scientists feel strongly about the nature of the data warehouse, the compute platform that trains and scores their models, or the workflow scheduler. The steps can be arbitrary Python code.

Open Source 232

Open Source AWS Infrastructure Energy 232

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. On the other hand, very few data scientists feel strongly about the nature of the data warehouse, the compute platform that trains and scores their models, or the workflow scheduler. The steps can be arbitrary Python code.

Open Source 134

Open Source AWS Infrastructure Energy 134

The Netflix TechBlog

APRIL 26, 2022

We built Axion primarily to remove any training-serving skew and make offline experimentation faster. We make sure there is no training/serving skew by using the same data and the code for online and offline feature generation. Our machine learning models train on several weeks of data. What’s our end goal?

Storage 187

Storage Design Scalability Latency 187

Dynatrace

JUNE 15, 2021

Software reliability and resiliency don’t just happen by simply moving your software to a modern stack, or by moving your workloads to the cloud. And the last sentence of the email was what made me want to share this story publicly, as it’s a testimonial to how modern software engineering and operations should make you feel.

AWS 182

AWS Traffic Architecture Azure 182

O'Reilly

NOVEMBER 12, 2019

We suspect this points to a general drift toward software teams taking more responsibility for infrastructure, and increasingly, enabled by serverless options. As noted earlier, the majority of survey respondents are software engineers. Writing code for one vendor platform does not make it portable or simple to move elsewhere.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

The Netflix TechBlog

OCTOBER 18, 2022

These include ETL pipelines, ML model training workflows, batch jobs, etc. Similarly, ML model training workflows usually consist of tens of thousands of training jobs within a single workflow. Users can use Metaflow library to create workflows in Maestro to execute DAGs consisting of arbitrary Python code.

Java 202

Java Scalability Traffic Architecture 202

Abhishek Tiwari

JULY 20, 2019

Warehouse engineering squad - managing software services related inventory, stocktake, dispatch, allocation, transfer, robotics, etc. Customer experience engineering squad - focus on end-to-end customer life-cycle, marketing, targeting, personalisation, loyalty, etc. You want to move fast. How is that even possible?

Engineering 61

Engineering Retail Airlines Healthcare 61

The Netflix TechBlog

NOVEMBER 20, 2023

Whether in analyzing A/B tests, optimizing studio production, training algorithms, investing in content acquisition, detecting security breaches, or optimizing payments, well structured and accurate data is foundational. So we don’t need to hard code the lookback window in the business logic.

Processing 210

Processing Big Data Efficiency Engineering 210

The Netflix TechBlog

OCTOBER 16, 2019

Gutenberg allows browsing older versions of data for use cases such as debugging, rapid mitigation of data related incidents, and re-training of machine-learning models. Often the data is held in memory by consumers and used as a “total cache”, where it is accessed at runtime by client code and atomically swapped out under the hood.

Cache 187

Cache Architecture Metrics Java 187

O'Reilly

JULY 15, 2020

Success with microservices means owning the software lifecycle. Most (74%) respondents say their teams own the build-test-deploy-maintain phases of the software lifecycle. Software engineers comprise the survey audience’s single largest cluster, over one quarter (27%) of respondents (Figure 1). Success with containers.

Database 135

Database Architecture Education Systems 135

O'Reilly

JULY 20, 2021

Most recently, IBM used Flickr photos that were shared under a Creative Commons license to train facial recognition algorithms. You will find that the paradigms you choose for other parties won’t align with the expectations for children, and modifying your software to accommodate children is difficult or impossible.

Google 121

Google Games Technology Technology 121

The Morning Paper

APRIL 16, 2019

Luckily, code that is readily model checkable usually corresponds to the kind of code we want students to write — code that is as simple as possible with respect to its state graph. The hardest part of the class for many students is learning to think about their code as inherently distributed. The last word.

Systems 43

Systems Efficiency Testing Strategy 43

The Agile Manager

SEPTEMBER 25, 2009

It puts people new to the IT industry in a position to put code on the line, learning as they go along. Remember, although the Marines put all recruits through a rigorous 12-week training program, every single one of those recruits is still just an entry-level soldier at its conclusion.

Automotive 40

Automotive Software Engineering Programming Metrics 40