I applied to Lytx in the first week of September. Got a telephonic call from HR after 1 week, which was based on my resume review, company culture & the job description. After that, I got a HackerRank test of 2 hours; which comprised of 3 questions: MCQ to test knowledge of basic Python, a coding question which was very easy & a ML coding question where they provided a dataset & you had to make prediction using any ML algorithm of your choice (sklearn was allowed). After that, I had a telephonic Interview with the Hiring manager; which was more technical. He asked me about some ML/DL projects that I have done & went deep into one of those projects including why this approach, why this algorithm etc. Then, he asked me some general ML theory questions. I didn't get selected for the next round, which was supposed to be onsite. But, overall, it was a good Interview experience.

1. Resume Shortlisting 2. Online Assessment (Hackerrank): a. MCQ questions on ML Basics (machine learning concepts such as algorithms, model evaluation metrics, and data preprocessing.) b. 2 Coding Question (Leetcode medium) 3. Coding Round Interview: After shortlisting from OA, this round was online one to one interview. Couple of coding questions (Parenthesis Matching, Prime number) (Leetcode easy), complexity and further possible optimization. 4. Technical Interview: This round begins with an introduction to the segment Lytx is currently working on and then questions from resume (Project, Interest, Experience), followed by the ML Basics questions [ML Model pipeline, quantization, transfer learning) 5. Managerial Round: Here I met the Hiring Manger of team, a very friendly discussion. Includes motivations for joining the company, reflections on past experiences, strengths, challenges in the field of computer vision Projects from resume discussion. The overall process of round went for a month approx. The HR person is highly supportive and guided at each level of interview round. Lytx is a leading provider in video telematics and safety solutions for fleets. Joining Lytx offers the opportunity to be part of a fast-paced, dynamic environment where cutting-edge technology meets real-world applications.