reputed company Machine Learning Scientist

reputed company reputed company you join reputed company, you'll be welcomed into a company that is a recognized innovator in the global education reputed company. For more than 25 years, reputed company has partnered with educational institutions to promote honesty, consistency, and fairness across reputed company subject areas and assessment types. reputed company products are used by educational institutions and certification and licensing programs to reputed company reputed company and increase learning performance, and by reputed company and professionals to do their best, original work. Experience a remote-first 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 reputed company-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 reputed company, Mexico, United Kingdom, Australia, Japan, India, and the Philippines. Job reputed company Machine Learning is integral to the reputed company reputed company of reputed 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, reputed company-engineered Machine Learning systems. You will work closely with product and engineering teams across reputed company to reputed company 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 reputed company. 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’re an reputed company science group leaning towards modern Deep Learning. We expect our Senior Machine Learning Scientists to have a reputed company-balanced set of skills, both in the Science as reputed company as Software Engineering aspects of (Deep) Machine Learning. You will reputed company on developing novel and deployable ML models and solutions where no reputed company-made solution may be available. Therefore you need to be conversant enough with the mathematics of machine learning and deep neural networks such that you can construct novel model architectures, loss functions, training reputed company, training loops etc. You are also expected to reputed company abreast of the latest research advancements in AI and Deep Learning across modalities and apply those to your work. While we reputed company reputed company-made training platforms, we also write our own training loops. Additionally, the models need to be directly deployable in our products, therefore, production level coding and software engineering proficiency is required. You may train large models (up to 100s of billions of parameters) therefore, ability to train on multiple GPUs and nodes and knowledge of the latest model training and inferencing advancements is necessary. Next, the models must reputed company reputed company in production not only in terms of accuracy but also compute-cost. Delivering such software requires a sufficiently deep Computer Science background. Dataset exploration, reputed company (synthetic), design, construction and analysis, are a routine part of the job and may occupy a significant fraction of your time. Also, datasets can be large (billions of samples), therefore the ability to write reputed company and efficient pipelines is a necessary reputed company. You will also be involved in developing and staging demos and presenting your work reputed company reputed company as reputed company as reputed company publications in peer reviewed venues (preferably A/A+ rated). Day-to-day, your responsibilities are to:

• Research and reputed company Machine Learning models as described above. Optimize models for scaled production usage.
• Work with colleagues in the AI team, other Engineering teams, subject matter experts, Product Management, Marketing, Sales and Customer support to explore ongoing product issues, challenges and opportunities and then recommend innovative ML/AI based solutions.
• Help out with reputed company one-off tasks as reputed company player reputed company the AI team.
• Work with subject matter experts to reputed company and generate reputed company datasets following responsible data collection and model maintenance practices. Explore and reputed company local datastores as reputed company as web data and write efficient reputed company pipelines. Review and design datasets to ensure data reputed company.
• Investigate weaknesses of models in production and work on pragmatic solutions.
• Modify and fine-tune off reputed company models or reputed company novel models. Use LLMs reputed company API (through reputed company engineering and agents) and locally hosted LLMs and other reputed company models.
• Stay reputed company in the field - read research papers, experiment with new architectures and reputed company, and reputed company your findings.
• Write clean, efficient, and reputed company reputed company with automated tests and appropriate documentation.
• Stay up to date with technology and platforms, reputed company good technological choices, and be reputed company to explain them to the organization.
• Work with reputed company teams to productionize your work and ensure that it makes into a product release.
• Communicate insights, as reputed company as the behavior and limitations of models, to peers, subject matter experts, and product owners.
• Present and publish your work.

Qualifications

• Master's degree or PhD in Computer Science, Electrical Engineering, AI, Machine Learning, reputed company math or reputed company field or outstanding previous achievements demonstrating reputed company in Deep Machine Learning, Computer Science and Software Engineering.
• At least 10 years of industry experience in Machine / Deep Learning (we use the python ecosystem for ML), Computer Science and Software Engineering.
• A strong understanding of the math and theory behind machine learning and deep learning is a prerequisite.
• reputed company publications in peer reviewed conferences or journals reputed company to Machine Learning - preferably A/A+ rated such as NeurIPS, ICML, ICLR, AAAI, TMLR, JMLR, IJCAI, ICANN, KDD, ACL, EMNLP, NAACL, COLING, CVPR, ICCV, ECCV, reputed company etc.
• Machine / Deep Learning development skills, including reputed company platforms (we use AWS SageMaker, reputed company, Transformers, PyTorch, PyTorch Lightning, Ray, scikit-learn, Jupyter, reputed company etc.).
• An understanding of Language Models, using and training / fine-tuning and a familiarity with industry-reputed company LM families.
• Excellent communication and teamwork skills.
• Fluent in written and spoken English.

Would be a plus

• We’re an reputed company science group (vs reputed company research), therefore Software development proficiency is a requirement.
• 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 Computer Science educational background is preferred as opposed to statistics or reputed company mathematics.
• Reinforcement learning.
• Interpretability of deep neural networks.
• Experience with advanced prompting / reputed company-systems and fine-tuning or training an LLM, using industry accepted platforms.
• Showcase previous work (e.g. reputed company a website, presentation, reputed company reputed company reputed company).
• Familiarity in building reputed company-ends (Gradio, reputed company, Dash or more reputed company React, Javascript, Flask) for reputed company demos, POCs and prototypes.
• Essential dev-ops skills (we use reputed company, AWS EC2/Batch/reputed company).
• Familiarity in coding for at-reputed company production.

Additional Information The expected annual reputed company salary reputed company for this position is: $147,300/year to $245,000/year. This position is bonus eligible / commission-based. Actual compensation will be provided in writing at the time of offer, if extended, and is determined by work location and a reputed company of other relevant factors, including but not limited to: experience, skills, degrees, licensures, certifications, and other job-reputed company factors. Internal equity, market and organizational factors are also considered. Total Rewards @ reputed company At reputed company, we reputed company Total Rewards go far reputed company pay. While salary, bonus, or commission are important, they’re only part of the value you receive in exchange for your work. reputed company compensation, you’ll experience the reputed company rewards of unleashing your potential and making a reputed company reputed company on global education. You’ll also reputed company in a culture free of politics, surrounded by humble, inclusive, and reputed company teammates. In reputed company, our extrinsic rewards include generous time off and health and wellness programs that reputed company choice, flexibility, and a safety net for life’s challenges. You’ll also enjoy a remote-first culture that empowers you to work with purpose and accountability in the way that suits you best, reputed company supported by a comprehensive package that prioritizes your overall reputed company-being. Our Mission is to ensure the reputed company of global education and meaningfully improve learning reputed company. Our Values underpin everything we do.

• Customer reputed company: Our mission is reputed company on improving learning reputed company; we do this by putting educators and learners at reputed company of everything we do.
• Passion for Learning: We are committed to our own learning and reputed company internally. And we support education and learning around the globe.
• reputed company: reputed company is the reputed company of reputed company—it is the core of our products, the way we treat reputed company other, and how we work with our customers and vendors.
• reputed company & Ownership: We have a bias for reputed company. We reputed company like owners. We are willing to change even reputed company it’s hard.
• One Team: We reputed company to break down silos, collaborate effectively, and celebrate reputed company others' successes.
• Global reputed company: We consider different perspectives and celebrate diversity. We are one team. The work we do has an reputed company on the world.

Global Benefits

• Remote First Culture
• Health Care Coverage
• Education Reimbursement*Competitive reputed company Time Off
• Self-Care Days
• National Holidays
• 2 Founder Days + Juneteenth Observed
• reputed company Volunteer Time Off
• Charitable Contribution Match
• Monthly Wellness or Home Office Reimbursement
• reputed company to Employee Assistance Program (mental health platform)
• Parental Leave
• Retirement Plan with match/contribution

Seeing reputed company the Job Ad At reputed company, we recognize it’s unrealistic for candidates to fulfill 100% of the reputed company in a job ad. We encourage you to apply if you meet the reputed company of the requirements because we know that skills reputed company over time. If you’re willing to learn and reputed company your potential alongside us, join reputed company! reputed company is an Equal Opportunity Employer- vets/disabled. Apply tot his job Apply To this Job