Protecting and connecting thousands of fleets worldwide.

Lytx, Inc.

Machine Learning Scientist II-2

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Develop a comprehensive C++/Unity/Multiplayer/Unreal course for learners with 0-1 year of experience. This role encompasses end-to-end responsibility, from course design, code and content creation to deployment. Design high-quality learning materials, collaborate with Lead SME to structure chapters, create engaging course projects, assignments and quizzes.

Outscal's mission is to provide a unique matchmaking system based on developer’s skillsets and preferences, finding them the best education &amp; jobs tailored to their experience.

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About the role:<ul><li>Type of work - Full-time</li><li>Employment Type - Contractual - 3 months (potential to convert to a full-time position)</li><li>Location - Remote</li><li>Working days - 6 days a week</li></ul>&nbsp;What You Will Do<ol><li>The course you will be developing will be your child, you will have to take end to end responsibility of the entire course right from course design, code and content till the time it gets deployed on the platform.</li><li>Design high-quality Text-Oriented learning content, keeping in mind that the learners hold 0-1 year of experience. (<a href="https://outscal.com/courses">Refer to our courses</a>, visit our course pages, and have a look at the program syllabus to get an understanding before moving further with the application)</li><li>Work closely with Lead SME to Design chapters for our courses in Unity/Multiplayer/Unreal for the audience.</li><li>Develop Courses, Game Projects in Courses, content for upskilling, Assignment and Quiz that will be a part of the course.</li></ol>Must Have:<ul><li>Should have worked on Unity and/or Multiplayer/ or Unreal Projects for 2+ years showcasing:<ul><li>Good Code Architecture and clean code</li><li>Implementation of OOP Principles</li><li>Projects made in Unity Engine preferably Multiplayer games or Unreal Engine</li><li>Proficiency in Game Programming Patterns</li></ul></li><li>Good English communication skills both written and verbal</li><li>Ability to design high quality courses at all level with a User-First mindset.</li><li>Ability to express complex technical concepts in easy and understandable language (without using AI)</li><li>Good understanding of Unity and C#/ C++ and DSA/ Multiplayer/ Unreal along with OOPs and Design Patterns</li><li>Ability to learn things quickly, positively take feedback and apply it in their work quickly</li><li>Previous experience making video games.</li></ul>Good to have:<ul><li>Teaching or mentorship experience that showcases your ability to explain complex subjects.</li></ul>What we expect:<ul><li>Someone ready to work with us on a contract basis dedicatedly for our project (we are happy to convert the role to full-time based on the performance by the end of the term).</li><li>Efficient time management is encouraged.</li><li>You'll have the freedom to work remotely and set your own schedule for the most part. Just be mindful to use this flexibility responsibly so it works for everyone.</li></ul>Why work with us:<ul><li>You want to do the best work of your professional life and grow not just financially but in your skill set faster than you thought was possible!</li><li>You are excited about the thought of competing head-to-head with YouTube and Udemy coz that is what our current customers use for upskilling in game development!</li><li>While we are a funded start-up having raised our last (seed round) with Kalaari Capital back in Aug 2022 and still having almost 95% of the capital left in the bank as we have grown methodically and not just burn investor money and grow at all costs.</li><li>Hard Truths:<ul><li>6 days a week - Each day matters when we all have limited time on this planet. So if you are mentally prepared to give your 7 days then because you love what you will be doing (even though we don’t expect team members to work on 7 days), then only apply.</li><li>Outcome over efforts matter - Your focus will be on doing what is right for the customer at all times irrespective of the fact that you might have to go against your manager. If maniacal customer focus is your intent, then you will never be penalized for your actions.</li><li>Radical transparency - If you have a problem with anyone in the team, senior or junior, or even the founder, you are encouraged to directly address the issue head-on by being open about it in a one-on-one conversation with the person and trying to resolve it asap first before looping in others like your reporting/skip-level reporting manager.</li><li>Work hours - 10 AM till work is done.</li></ul></li></ul>

As a Machine Learning Scientist II-2 at Lytx, you'll be part of the Applied Machine Learning Team in India, developing and deploying machine learning and computer vision algorithms. Your responsibilities include end-to-end development of DL models (prototyping, data engineering, model training, etc.), implementing, debugging, and optimizing DL models for cloud/edge deployment, model optimization techniques (quantization, pruning), and collaborating with developers to ensure optimal system performance. You'll work on computer vision problems like detection, classification, and segmentation, and contribute to improving accuracy and throughput while reducing latency.

Engineer I (Firmware) (Annual)

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 Why Lytx?: As our Machine Learning Engineer, you will join our Applied Machine Learning Team in India, who develops machine learning and computer vision algorithms to monitor and assess the state of drivers and their environments to identify risk and improve safety for our clients. You will contribute to all aspects of the DL/ML model development and deployment cycle to improve the accuracy and throughput at reduced latency to help enhance and differentiate us as the leader in the Video Safety and Telematics industry. If this sounds like you, we encourage you to apply! What You'll Do <ul><li>End-to-End development of DL models – prototyping, formulation, data engineering, model training, etc.</li><li>Implement, debug, and improvise DL models.</li><li>Develop and optimize cloud/Edge deployment of DL models.</li><li>Optimize DL models – quantization, model pruning, etc.</li><li>Other duties as assigned. </li></ul>
What You'll Need <ul><li>Bachelor's/MS degree in CS, EE, EC, or related fields </li><li>3+ years of experience in prototyping a given problem, surveying literature &amp; coming up with a suitable methods &amp; training the models using one of the DL frameworks.</li><li>Strong understanding of core ML concepts, and hands on experience with at least 2 DL frameworks like PyTorch/TF</li><li>Strong analytical &amp; problem-solving skills with fundamental knowledge on relevant math, probability, and algorithms</li><li>Experience in computer vision problems such as detection, classification, and segmentation. Additional experience with non-vision problems is a plus.</li><li>Ability to work under minimal supervision and run structured experiments with end goal in mind.</li><li>Ability to work in collaboration with developers on model implementation to ensure adequate system performance (latency and accuracy), security, scalability, and availability.</li><li>Familiarity with AWS Services (EC2, Sagemaker, DynamoDB, ECR, Lambda etc.) is preferred. Experience with MLOps tools such as SageMaker, Airflow, MLFlow, H2O, etc., is a plus.</li><li>Experience with SQL or similar DB query language.</li><li>Experience working with large dataset / long running / distributed training.</li><li>Experience with any low-level programming language like C/C++ or deeper understanding of system architecture.</li><li>Strong teammate who enjoys working in a collaborative, fast-paced team-focused environment </li></ul>
Innovation Lives Here You go all in no matter what you do, and so do we. At Lytx, we’re powered by cutting-edge technology and Happy People. You want your work to make a positive impact in the world, and that’s what we do. Join our diverse team of hungry, humble and capable people united to make a difference. Together, we help save lives on our roadways. Find out how good it feels to be a part of an inclusive, collaborative team. We’re committed to delivering an environment where everyone feels valued, included and supported to do their best work and share their voices. Lytx, Inc. is proud to be an equal opportunity/affirmative action employer and maintains a drug-free workplace. We’re committed to attracting, retaining and maximizing the performance of a diverse and inclusive workforce. EOE/M/F/Disabled/Vet.
 
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