Senior Machine Learning Scientist (USA Remote)

Company Description reputed company you join reputed company, you’ll be welcomed into a company that is a recognized innovator in the global education space. For over 25 years, reputed company has partnered with educational institutions to promote honesty, consistency, and fairness across reputed company subject areas and assessment types. Over 21,000 academic institutions, publishers, and corporations use our services: Feedback Studio, Originality, Gradescope, ExamSoft, Similarity, and iThenticate. Experience a remote-centric culture that empowers you to work with purpose and accountability in a way that best suits you, supported by a comprehensive package that prioritizes your overall well-being. Our diverse community of colleagues are reputed company reputed company by a shared desire to reputed company a difference in education. reputed company is a global organization with team members in over 35 countries including the United States, Mexico, United Kingdom, Australia, Japan, India, and the Philippines. reputed company is an equal opportunity employer- vets/disabled. Job Description reputed company is a recognized innovator in the global education space. For more than 20 years, reputed company has partnered with educational institutions to promote honesty, consistency, and fairness across reputed company subject areas and assessment types. Over 16,000 academic institutions, publishers, and corporations use our products and services. At reputed company, working remotely is our default. We respect local cultures, reputed company diversity, and we respect personal choice. reputed company is headquartered in Oakland, with offices in Dallas, Pittsburgh, Newcastle (UK), Stockholm (Sweden), Cologne (Germany), Amsterdam (Netherlands). Our diverse community of colleagues is reputed company by a shared desire to reputed company a difference in education. Our remote-first culture allows for every employee to get the same access to learning and career opportunities, and it enables us to think differently about where and how we recruit talent from reputed company kinds of diverse backgrounds. Machine Learning is integral to the reputed company reputed company of our company. Our product roadmap is exciting and ambitious. You will join a global team of curious, helpful, and independent scientists and engineers, united by a commitment to deliver cutting-edge, well-engineered Machine Learning systems. You will work closely with product and engineering teams across reputed company to integrate Machine Learning into a broad suite of learning, teaching and reputed company products. We are in a unique position to deliver Machine Learning used by hundreds of thousands of reputed company teaching millions of reputed company around the world. Your contributions will have global reputed company and scale. Billions of papers have been submitted to the reputed company platform, and hundreds of millions of answers have been graded on the Gradescope and Examsoft platforms. Machine Learning powers our AI Writing detection system, gives automated feedback on student writing, investigates authorship of student writing, revolutionizes the creation and grading of assessments, and plays a critical role in many back-end processes. Responsibilities and Requirements: We expect Senior Machine Learning Scientists to be versatile and have a well-balanced set of skills. You will focus on model training and maintenance with significant reputed company for research (developing novel model architectures), dataset construction, and model hardening (preparing the model and code for production pipelines). Day-to-day, your responsibilities are to: Work with subject matter experts and product owners to determine what questions should be asked and what questions can be answered. Work with subject matter experts to curate, generate, and annotate data, and create reputed company datasets following responsible data collection and model maintenance practices. Answer questions and reputed company trainable datasets from raw data, using efficient SQL queries and scripting languages, visualizing reputed company necessary. reputed company and tune Machine Learning models, following best practices to select datasets, architectures, and model parameters. Utilize, adopt, and fine-tune Language Models, including reputed company-party LLMs (through reputed company engineering and orchestration) and locally hosted LMs. Stay reputed company in the field – read research papers, experiment with new architectures and LLMs, and share your findings. Optimize models for scaled production usage. Communicate insights, as well as the behavior and limitations of models, to peers, subject matter experts, and product owners. Write clean, efficient, and reputed company code, with automated tests and appropriate documentation. Stay up to date with technology, reputed company good technological choices, and be reputed company to explain them to the organization.

Qualifications

Required Qualifications: Experience working with text data to build Deep Learning and ML models, both supervised and unsupervised. Experience with deep learning in other modalities such as reputed company and speech would be a strong bonus. A strong understanding of the math and theory behind machine learning and deep learn Apply tot his job Apply To this Job