Co-authors: Max Kanat-Alexander and Grant Jenks Today we are open-sourcing the LinkedIn Developer Productivity & Happiness Framework (DPH Framework) – a collection of documents that describe the systems, processes, metrics, and feedback systems we use to understand our developers and their needs internally at LinkedIn. Now more than ever, developers are navigating so much change and…
Here we are winding down the clock on 2023, and some companies are already starting to recruit interns for the summer of 2025. Yes, you read that right — summer of 2025. That’s 18 months from now. “The advanced timeline,” writes The Wall Street Journal, “means that college students who may have taken just one…
Figure 3: This illustration summarizes how the AutoML framework automates the model training, development, and deployment steps The AutoML framework trains classifiers, experimenting with multiple model architectures in parallel. It performs a systematic search over a range of hyperparameters, optimization approaches, and models, saving data scientists the effort of trying different algorithms manually. The AutoML…
The opportunity is clear: Organizations that accelerate their upskilling and reskilling can move ahead of the curve at a crucial moment. A continuous learning environment is fundamental to achieving this. Benefits of creating a culture of continuous learning There are many benefits of continuous learning for both organizational success and employee career development. To name…
Scoring Modes: CURRENT & PROPOSED ML model inference: At the heart of our anti-abuse systems lies the formidable capability of ML model inference. The pivotal step is where we harness the power of AI to classify the requests effectively. To do this, we employ a meticulously crafted dependency graph, incorporating various model architectures tailored to…
Pop quiz: What’s one of the most effective ways to increase internal mobility, promote retention, and create a more flexible and agile workforce? If you answered, “internal gigs or projects,” congratulations! You are correct. Gigs or projects are short-term assignments that employees take on within their own company, outside of their usual roles. Gigs give…
Today, we shared that we are making identity verification available to millions of new people in Austria, Belgium, Bulgaria, Croatia, the Republic of Cyprus, the Czech Republic, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Ireland, Italy, Latvia, Lithuania, Luxembourg, Malta, the Netherlands, Poland, Portugal, Romania, Slovakia, Slovenia, Spain, Sweden, Switzerland, and the United Kingdom. LinkedIn…
If your company is struggling to hire right now, a recent article from Harvard Business Review suggests you should turn your attention to an often overlooked and stigmatized talent pool: workers with criminal records. “An expansion,” writes HBR, “of what’s often called ‘second-chance’ or ‘fair-chance’ hiring could drive a triple win for the U.S. economy:…
Hoy anunciamos la disponibilidad de la verificación de identidad para millones de nuevos miembros en Alemania, Austria, Bélgica, Bulgaria, Chipre, Croacia, Dinamarca, Eslovaquia, Eslovenia, España, Estonia, Finlandia, Francia, Grecia, Hungría, Irlanda, Italia, Letonia, Lituania, Luxemburgo, Malta, Países Bajos, Polonia, Portugal, Reino Unido, República Checa, Rumanía, Suecia y Suiza. La verificación de LinkedIn es un servicio…
Co-authors: Sofus Macskassy, Lu Sun, Di Zhou, Rui Kou and Zhuliu Li Skills are at the heart of every professional’s qualifications for a role or new opportunity. At LinkedIn, we see a future where the world of work is centered on a skills-first economy. Adopting a skills-first approach will be especially critical as the requirements…
If you’re feeling confused by generative AI — what it does, how it works, and what it means for jobs — relax. Many of the finest minds in the world are right there with you. “Nobody knows anything at all,” said Ethan Mollick, an associate professor at The Wharton School, during his Talent Connect talk…
Recently, we took another step forward in protecting people who use LinkedIn from fake accounts by winning our case against two companies that built a business selling inauthentic engagement. Read more in this platform share from Legal VP Sarah Wight. Source link
Authors: Ryan Rogers, Subbu Subramaniam, Lin Xu Contributors: Mark Cesar, Praveen Chaganlal, Xinlin Zhou, Jefferson Lai, Jennifer Li, Stephanie Chung, Margaret Taormina, Gavin Uathavikul, Laura Chen, Rahul Tandra, Siyao Sun, Vinyas Maddi, Shuai Zhang Content creators post on LinkedIn with the goal of reaching and engaging specific audiences. Post analytics helps creators measure their post performance…
What kind of name is Vlastelica? Are you married? How old are you? Do you have kids? What’s your ethnicity? Do you go to church on Sundays? These are illegal interview questions in the United States and in most progressive countries. Don’t ask them. You know this. And hopefully your hiring managers know this. But…