The Pragmatic Engineer

JANUARY 12, 2023

Despite this, the company managed to hire strong talent on the engineering side, and its alumni now work at the likes of Cloudflare, Amazon, Bloomberg, Typeform, among others. Source: Inside Pollen's Transparent Compensation Data Engineering management and product: Engineering management and product management compensation numbers.

Software Engineer 181

Software Engineer Software Engineering Engineering Raw Data 181

Marc Lamberti

SEPTEMBER 29, 2023

Otherwise, you will quickly become overwhelmed by the amount of tasks and pipelines to manage yourself. The Astro CLI : If you have Docker and want a production-ready local development environment following best practices, this open-source project is perfect! tags allow filtering DAGs on the user interface.

Data Pipeline 130

Data Pipeline Python AWS Project 130

Snowflake

APRIL 29, 2024

The second batch of DORA policy products, which aims to strengthen oversight and risk management for third-party ICT providers, is currently under development. Identification of potential threats through data analysis and risk assessment processes to shift toward more proactive risk management. Five Core Pillars of DORA 1.

Transportation 84

Transportation Data Governance Government Consulting 84

Workfall

AUGUST 29, 2023

About Amazon Amazon shopping is a leading online retail platform offering a vast selection of products, from electronics and fashion to books and household essentials. It will send us an email whenever the price of our chosen product drops below the price that we select. Please select a product of your liking from Amazon.

Python 93

Python Pipeline-centric Programming Language Coding 93

Towards Data Science

JUNE 16, 2023

Most of these you may already be aware of such as “Company wide KPIs”, “Product usage dashboards”, or “Customer service metrics”. How to keep your critical data model definitions updated Automate as much as possible around tagging your critical data models. Source: synq.io bronze, silver, gold) or a binary approach (e.g. Source: synq.io

BI 79

BI Data ETL Tools Machine Learning 79

The Pragmatic Engineer

AUGUST 3, 2023

If you’re not yet a full subscriber, you missed this week’s deepdive: The 2023 tech market, as seen by hiring managers. Use cases for Firebase Dynamic Links This product is powerful and has many uses. Since Google launched the product in 2016 , it’s been viewed as a stable product within the Firebase product suite.

Metadata 159

Metadata Engineering Building Technology 159

Netflix Tech

NOVEMBER 11, 2022

Streaming Platforms Commercial streaming platforms shown in Figure 1 mainly rely on Digital Rights Management (DRM) systems. DRM helps the owners of digital products prevent illegal access, modification, and distribution of their copyrighted work. false-positive incidents), for example in the case of a buggy client or device.

Machine Learning 124

Machine Learning Digital Media Datasets Media 124

Christophe Blefari

SEPTEMBER 28, 2023

But there was a big problem: it was hard to manage. An easy-to-manage central storage and querying and transforming layer in SQL. Find, tag and remove what is useless, what can be factorised. Best to do is to defined what is a good documentation and then enforce the requirements before going to production.

Cloud Storage 147

Cloud Storage Big Data Hadoop SQL 147

Towards Data Science

OCTOBER 25, 2023

Centralized data architecture developed and maintained by one team The proliferation of use cases and data sources increased the complexity of managing data and the amount of people needed to create and maintain data systems. How did they manage to provide reliable systems at that scale? How did they do it?

Data Pipeline 82

Data Pipeline SQL Data Architecture Data 82

LinkedIn Engineering

APRIL 6, 2023

It’s been an exciting few months at LinkedIn, as our engineering and product teams have been working hard to build some new and advanced AI-powered experiences for our members and customers. We recently shared some big moments around new AI-powered experiences, specifically leveraging generative AI in our products.

Accessible 94

Accessible Accessibility Technology Engineering 94

Netflix Tech

MARCH 10, 2021

ConsoleMe: A Central Control Plane for AWS Permissions and Access By Curtis Castrapel , Patrick Sanders , and Hee Won Kim At AWS re:Invent 2020, we open sourced two new tools for managing multi-account AWS permissions and access. At many companies, managing cloud hygiene and security usually falls under the infrastructure or security teams.

AWS 100

AWS Accessible Accessibility Cloud 100

Ripple Engineering

MARCH 30, 2023

Summary Managing the entire lifecycle of a machine learning (ML) model from inception to deployment in production can be a daunting task involving multiple systems and lots of moving parts. At Ripple we have a mix of cloud providers (GCP and AWS) and internally managed tools (Gitlab, Artifactory, Vault etc.),

Machine Learning 98

Machine Learning AWS Metadata Data Collection 98

Knowledge Hut

JULY 27, 2023

It offers a collection of pre-made tags and components that specify the structure and content of a webpage. Websites can manage user input, process forms, and carry out server-side operations thanks to it. It is made up of a number of tags and components that specify the organization, content, and design of a webpage.

Programming Language 52

Programming Language Database PostgreSQL Programming 52

Lyft Engineering

OCTOBER 3, 2023

We will then introduce our in-house product, Verity, and showcase how it serves as a central platform for ensuring data quality in our Hive Data Warehouse. Science and product teams can also create checks and orchestrate them on a fixed schedule. Yet this has come at the cost of quality.

Big Data 84

Big Data Metadata Data Warehouse Data 84

Snowflake

JUNE 14, 2023

They apply their business logic to unlock deeper insights and generate data products such as Sentinel and Prism. With guidance from the Snowflake sales engineering team, Komodo implemented best practices that have resulted in improved product performance. This resulted in faster transaction processing and a 15% cost savings.

Healthcare 52

Healthcare SQL Algorithm Architecture 52

Knowledge Hut

MARCH 28, 2024

The majority of project management failures case studies are surprisingly derived from reports published by big organizations. Project managers and other individuals preparing for the PMP exam can use these instances as a reference, which brightens their outlook. What is a Project Management Failure Case Study and Why is it Important?

Project 52

Project Management Electronics Manufacturing 52

Cloudera

JUNE 26, 2023

Take precaution using CDSW as an all-purpose workflow management and scheduling tool. For data engineering teams, Airflow is regarded as the best in class tool for orchestration (scheduling and managing end-to-end workflow) of pipelines that are built using programming languages like Python and SPARK.

ETL Tools 75

ETL Tools Programming Language Datasets Data Pipeline 75

Data Engineering Podcast

DECEMBER 21, 2020

One of the more complex aspects is that of access control to the data assets that an organization is responsible for managing. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management What are the pieces of advice that you wish you had received early in your career of data engineering?

Data Governance 130

Data Governance Government Data Lake Banking 130

Netflix Tech

JANUARY 25, 2023

Our team, Asset Management Platform, decided to create a generic service called Marken which allows any microservice at Netflix to annotate their entity. Annotations Sometimes people describe annotations as tags but that is a limited definition. All of these services at a later point want to annotate their objects or entities.

Algorithm 113

Algorithm Media Metadata Data Ingestion 113

DareData

NOVEMBER 28, 2023

Nowadays, the next step for a Junior Data Scientist to get into real-life projects resides in understanding how to gather, manage and organize information on different high-performing machine learning models; deploy them into production; and monitor the performance. Two nice features of Prefect: It is written in Python!

Data Science 52

Data Science Medical Machine Learning Data 52

Snowflake

DECEMBER 19, 2023

The best marketing is truly data-driven, creating powerful product promotions and offers through an understanding of customer needs and preferences. And their customers liked what they saw, according to Erin Boelkens, VP of Product, Identity at LiveRamp. than reading data insights from a beautiful dashboard. The result?

Building 81

Building Pipeline-centric Database-centric Digital Media 81

Cloudera

JUNE 27, 2023

This is no less crucial today, as telcos balance the needs to cut costs and improve efficiencies while delivering innovative products and services. The way to achieve this balance is by moving to a modern data architecture (MDA) that makes it easier to manage, integrate, and govern large volumes of distributed data.

Data Architecture 61

Data Architecture Architecture Data Governance Government 61

Scott Logic

JUNE 28, 2023

Part 1 A flying start With the help of ChatGPT, I managed to stand up an express server and have it running in next to no time. One step forward, two steps back Despite ChatGPT’s best efforts, I managed to fix my caching issue. Often this is the case, but I still wanted to be able to hit web pages where the tags weren’t being used.

Programming 52

Programming Coding Project Programming Language 52

LinkedIn Engineering

MARCH 21, 2023

The Skills Graph uses the taxonomy to facilitate skills-first experiences across various models and products at LinkedIn. Moreover, the parent-child relationship example (Figure 3) shows that “Supply Chain Management” has numerous children. This includes several standardizers/models (e.g.,

Building 85

Building Recruitment Machine Learning Deep Learning 85

Rockset

JANUARY 26, 2023

This mimics how we use terraform at Rockset to manage Rockset resources. Terraform is the most popular used DevOps tool for infrastructure management, that lets you define your infrastructure as code , and then the tool will take the configuration and compute the steps needed to take it from the current state to the desired state.

AWS 52

AWS SQL Datasets Kafka 52

Workfall

AUGUST 23, 2023

Next, we’ll include a link to the Bootstrap CDN within the head tag. Add the below code inside the body tag of the index.html file. For that, we need to go to “Extensions” and then choose “Manage Extensions” from the browser menu as shown in the picture below. How to Manage State in a React Application Using Redux?

Metadata 83

Metadata Coding Project Utilities 83

Grouparoo

MAY 6, 2020

However, since Grouparoo is building software that our customers run themselves, what does “pushing to production” really mean? and NPM ecosystems to manage distribution to our customers. The Grouparoo Monorepo is a collection of many inter-related packages which we manage together via Lerna. Grouparoo leverages the Node.js

MySQL 52

MySQL Project Process Building 52

Knowledge Hut

SEPTEMBER 27, 2023

The Azure Resource Manager (ARM) is pivotal for managing resources through templates. This saves time and enhances security by ensuring proper user access management. Partner with an Azure MSP: Consider partnering with a Managed Service Provider (MSP) specializing in Azure.

Database-centric 52

Database-centric Cloud Computing Cloud Database 52

Data Engineering Podcast

DECEMBER 17, 2017

Summary Time series databases have long been the cornerstone of a robust metrics system, but the existing options are often difficult to manage in production. How are metrics identified in Siri and is there any support for tagging? How are metrics identified in Siri and is there any support for tagging?

Database 100

Database Data Pipeline Data Engineering Data Engineer 100

Knowledge Hut

JANUARY 2, 2024

Customers are increasingly using the internet to research products and services before making purchases, emphasizing the importance of online presence for businesses. The process of designing, developing, and managing websites is referred to as web development. So, without further ado, let's begin! What is Web Development?

Media 52

Media Designing Accessible Accessibility 52

phData: Data Engineering

OCTOBER 12, 2022

Upon a quick trial and look at dbt Cloud, the primary things you might notice are the IDE as well as the ease of managing deployments. In fact, you can even configure the default documentation for a project to be the documentation that is generated on a production deployment. However, dbt Cloud offers you much more than that.

Cloud 52

Cloud Metadata SQL Data Warehouse 52

Knowledge Hut

MAY 20, 2024

The department which manages and maintains this approach within the organization is Human Resource Management or HRM. Management of human resources is an essential part of an organization. The HR managers are involved in a series of tasks through which they assist other departments of the organization on personnel matters.

Management 52

Management Recruitment Insurance Designing 52

Knowledge Hut

APRIL 19, 2024

This option is mainly used in the production stage after you have released the source code. Otherwise, the double-click trick won’t work in a file manager. So it is suggested to use this option only after the code is debugged and ready to be in the production market. The system file manager.

Python 98

Python Programming Language Programming Coding 98

Snowflake

AUGUST 21, 2023

Data-as-a-product: By considering data resources through a product lens, teams can adopt practices centered around quality and ease of use. With this realization, the challenge became clear: How could Roche enable these teams to manage their own domains securely to drive business objectives?

Pipeline-centric 52

Pipeline-centric Architecture Government Data Architect 52

Cloudera

DECEMBER 21, 2020

He has recently attended a Cloudera Fast Forward webinar where the latest trends and production-proven ML algorithms have been highlighted and exemplified. The data is tagged as sensitive data, e.g. “financial”, and the owner field showing “retail banking” instantly informs Shaun which organization to reach out to to ask for access.

Banking 97

Banking Data Lake Data Data Warehouse 97

Netflix Tech

NOVEMBER 13, 2023

Like semantic segmentation for audio, SMAD separately tracks the amount of speech and music in each frame in an audio file and is useful in content understanding tasks during the audio production and delivery lifecycle. Audio format and preprocessing All audio files were originally delivered from the post-production studios in the standard 5.1

Datasets 89

Datasets Metadata Algorithm Architecture 89

Knowledge Hut

DECEMBER 25, 2023

These talented folks can develop a whole product from scratch. Industries where full stack developers are relevant The demand for Full stack developers is the highest in early-stage startups, where they want to create a Minimum Viable Product at the earliest to showcase to the investors.

Java 98

Java Database PostgreSQL Project 98