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. The new category is often called MLOps. This approach is not novel.

DevOps 137

DevOps Software Engineering Infrastructure Open Source 137

Dynatrace

JUNE 15, 2021

The subject line said: “Success Story: Major Issue in single AWS Frankfurt Availability Zone!” 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. Ready to learn more?

AWS 195

AWS Traffic Architecture Azure 195

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

High Scalability

APRIL 14, 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 Scalability Engineering 105

High Scalability

MAY 12, 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 102

Education Software Engineering Scalability Engineering 102

High Scalability

MARCH 24, 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. Who's Hiring? Apply here.

Education 105

Education Software Engineering Engineering Big Data 105

High Scalability

APRIL 28, 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 102

Education Software Engineering Scalability Engineering 102

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

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

The Morning Paper

FEBRUARY 18, 2020

Many of the software engineering discipline and controls need to be brought over into an ML context. The following chart breaks down features in three main areas: training and auditing, serving and deployment, and data management, across six systems. But model inference migrating into the DBMS is a bolder prediction.

Government 95

Government Software Engineering Storage Database 95

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. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

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. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

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. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Education 113

Education Engineering Games Java 113

The Netflix TechBlog

OCTOBER 18, 2022

These include ETL pipelines, ML model training workflows, batch jobs, etc. Meson was based on a single leader architecture with high availability. Similarly, ML model training workflows usually consist of tens of thousands of training jobs within a single workflow. With the high growth of workflows in the past few years?

Java 202

Java Scalability Traffic Architecture 202

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. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Education 108

Education Engineering Games Java 108

Strategic Tech

JANUARY 22, 2024

external consultants or training) Preference for waiting for the problems to arise (indicating the need for an AMET) or forming an AMET early to prevent issues arising Confidence level that modernization will actually happen (sometimes it is just too unclear and lacking priority) How quickly do you want/need to modernize?

Architecture 98

Architecture Metrics Logistics Strategy 98

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. Hiring is so hard?—?finding to be an elite tech company? extremely well.

Software Engineering 40

Software Engineering Open Source Engineering Java 40

The Netflix TechBlog

OCTOBER 16, 2019

Another example of a dataset that needs to be disseminated is the result of a machine-learning model: the results of these models may be used by several teams, but the ML teams behind the model aren’t necessarily interested in maintaining high-availability services in the critical path. for example to train machine-learned models.

Cache 187

Cache Architecture Metrics Java 187

All Things Distributed

SEPTEMBER 4, 2017

As a result, there is a critical mass of data available. And thirdly, an "algorithmic revolution" has taken place, meaning it is now possible to train trillions of algorithms simultaneously, making the whole machine learning process much faster. Machine Leaning at Amazon. They form the basis for new business models.

Artificial Intelligence 147

Artificial Intelligence Transportation Education Airlines 147

The Agile Manager

JANUARY 31, 2014

We're currently in the midst of another structural increase in the demand for software development labor, this time being driven by analytics and smart devices (the alleged "internet of things", from cars to coffee pots), with the odd halo application (e.g., What does this mean to the business of software?

Software 73

Software Software Development Government 73

O'Reilly

MAY 19, 2020

Live online training, videos, books, certification prep, and more, from O’Reilly and our partner publishers. More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. Obviously, no combination of issues or trends can exceed more than 100% of available bandwidth.

Cloud 141

Cloud Serverless AWS Architecture 141

O'Reilly

JULY 15, 2020

Software engineers comprise the survey audience’s single largest cluster, over one quarter (27%) of respondents (Figure 1). software and systems architects, technical leads—architects represent almost 28% of the sample. Respondent Demographics. Technical roles dominate, but management roles are represented, too.

Database 134

Database Architecture Education Systems 134

The Morning Paper

APRIL 16, 2019

Enabling students to build running performant versions of all of those systems in the time available is one challenge. It highlights a case where students, perhaps trained on good TDD practices (do students get taught that these days??) Testing and grading their solutions is another!

Systems 43

Systems Efficiency Testing Strategy 43

The Agile Manager

SEPTEMBER 25, 2009

It takes years to go from idea to availability. 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. It can take years to train and groom people for more challenging roles.

Automotive 40

Automotive Software Engineering Programming Metrics 40