Remove Metrics Remove Software Engineering Remove System Design
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What LinkedIn learned leveraging LLMs for its billion users

CIO

For LinkedIn, this was no different, as its road to LLM insights was anything but smooth, said LinkedIn’s Juan Bottaro, a principal software engineer and tech lead. As an example, Bottaro referenced the part of the system designed to understand intent. The initial deliverables “felt lacking,” Bottaro said.

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Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

Evaluation criteria To assess the quality of the results produced by generative AI, Verisk evaluated based on the following criteria: Accuracy Consistency Adherence to context Speed and cost To assess the generative AI results accuracy and consistency, Verisk designed human evaluation metrics with the help of in-house insurance domain experts.

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The Importance of Evidence-Based Hiring in Tech: A Complete Guide

Hacker Earth Developers Blog

Enter evidence-based hiring , a data-driven approach that focuses on measurable metrics, validated assessments, and analytics to identify the right talent. For example, a software engineer might be asked to write a piece of code that solves a specific problem, or a DevOps engineer may need to configure a continuous integration pipeline.

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Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

With deterministic evaluation processes such as the Factual Knowledge and QA Accuracy metrics of FMEval , ground truth generation and evaluation metric implementation are tightly coupled. He has touched on most aspects of these projects, from infrastructure and DevOps to software development and AI/ML.

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A Guide to Building a Structured Hiring Process for Tech Recruiters

Hacker Earth Developers Blog

Platforms like HackerEarth allow recruiters to create customized coding tests for various roles, whether its for front-end developers, software engineers, or system architects. Its important to continuously collect feedback, track key hiring metrics, and optimize the process over time.

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Distributed systems: A quick and simple definition

O'Reilly Media - Ideas

While those simple systems can technically be considered distributed, when engineers refer to distributed systems they’re typically talking about massively complex systems made up of many moving parts communicating with one another, with all of it appearing to an end-user as a single product, says Nora Jones, a senior software engineer at Netflix.

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Grown-Up Lean

LeanEssays

He describes “some surprising theories about software engineering”: I discuss these theories in terms of two fundamentally different development styles, the "cathedral" model of most of the commercial world versus the "bazaar" model of the Linux world. If you give software engineers manual work, their first instinct is to automate it.