Practical Guide to Technical Screening for ML Candidates (Coding + ML System Design)

Practical Guide to Technical Screening for ML Candidates

Technical screening for ML candidates is a structured evaluation across three areas: coding (production-quality Python and data structures), applied machine learning (modeling, evaluation, and ML math), and ML system design (scalable pipelines, monitoring, drift, and retraining). Pure coding tests and pure modeling interviews both fail because ML roles blend software engineering, data engineering, math, and … Read more

The 4 Most Effective Ways to Build Out Your Professional Network in SoCal

Four effective ways to build your professional network in Southern California

Even if you believe you have complete job security, you never know where your career could lead you next. To ensure longevity in your work, there’s no better security net than having an extensive professional network of peers with insight on job opportunities, connections to major players in your industry, or who give great referrals. … Read more

A Jobseeker’s Guide to Building a Strong Relationship with Your Recruiter

Business professionals discussing strategy in meeting — KORE1 staffing and recruiting solutions for technology and engineering companies

Partnering with a recruiter has the power to take your career to the next level, unlocking unique employment opportunities and providing a great resource for industry insight. While some professionals believe that working with a recruiter is a one-time occurrence, it’s advantageous to develop a strong, long-term relationship with your recruiter. With their extensive knowledge … Read more

The Career Decisions that Matter More than Money

KORE1 hiring trends and workforce insights – staffing industry blog

In the current full-employment landscape, IT professionals have the upper hand. Companies are bending over backwards looking for quality tech talent which, in theory, should make the job hunt easier than ever. The reality of the matter is, choosing the right position can be an even more difficult decision when there are a plethora of … Read more

How H-1B Visa Uncertainty Affects U.S. Employers, Job Seekers, and Consumers

How H-1B visa uncertainty affects U.S. employers, job seekers, and consumers — immigration policy and IT hiring

After a call for H-1B visa reform earlier this year, the talk surrounding the topic has been never-ending. Months later, there are still no concrete law changes or indications of what the future of the H-1B program will look like. This is causing mass confusion and concern for companies and job seekers everywhere who are … Read more