Engineer
Location: Remote - US
About Pearson’s Automated Scoring Team As the world's learning company, Pearson helps people make more of their lives through learning. We use our knowledge, passion, and reach to tackle the big problems in education and inspire a love of learning that lasts a lifetime. That is why we need smart people like you. Together, we can transform education and provide boundless opportunities for billions of learners worldwide. The Automated Scoring team develops machine learning-based models that analyze tens of millions of learner exam responses each year. Our technology is unique and meaningful, providing results quickly on student performance on standardized tests. The Machine Learning Engineer will join Pearson’s Automated Scoring Team to provide support for the administration of Pearson’s automated scoring programs and support the execution of initiatives to innovate and improve the delivery of Pearson's automated scoring technologies. This role will report to and work closely with the Director of Automated Scoring, but it will also support program managers, quality assurance automation engineers, psychometricians, and various internal stakeholders to ensure the quality and reliability of our automated scoring systems. Machine Learning Engineer’s Duties & Responsibilities Listed below are the typical duties and responsibilities expected of an individual for the job title. The items specified below are a guideline of the minimum expectations for the job title; changes will be made on a case-by-case basis for individuals who show potential to take on more opportunities.- Train, evaluate, and deploy machine learning models tasked with scoring short answer and essay student responses to formative and summative test administrations from school districts nationwide
- Monitor performance of deployed machine learning models to ensure consistent, fair, and unbiased scoring in real time and recalibrate deployed models as needed
- Maintain, update, and improve code base used to train and deploy machine learning models
- Evaluate historical model performance and conduct experiments exploring strategies to potentially improve team modeling techniques and approaches
- Research and stay up-to-date on emerging technologies in the NLP space
- Bachelor’s degree in a quantitative field (CS, EE, statistics, math, data science)
- 0-2 years professional experience as a software engineer or data scientist
- Solid understanding of machine learning principles and current/emerging technologies
- Strong coding & analytics skills including proficiency in Python and Linux commands
- Understanding of or experience with deploying machine learning models into production environments
- Familiarity with software engineering fundamentals (version control, object-oriented and functional programming, database and API access patterns, testing)
- Passionate about agile software processes, data-driven development, reliability, and systematic experimentation
- Strong verbal and written communication skills including the ability to interact effectively with colleagues of varying technical and non-technical abilities
- Curious and always learning habits of mind
- Strong team-oriented approach to work, with excellent interpersonal and communication skills, both oral and written
- Ability to work effectively as a member of a team in a collaborative environment
- Demonstrated ability to manage multiple tasks and projects simultaneously
- Advanced degree in a quantitative field (CS, EE, statistics, math, data science)
- Track record of producing machine learning models and production infrastructure at scale
- Familiarity with traditional natural language processing (NLP) techniques and/or latest advancements in large language models (LLMs), generative AI, active learning and reinforcement learning
- Strong experience with machine learning in non-NLP domains
- Experience using containerized technologies such as Docker and/or Kubernetes
Recommended Jobs
Customer Relations Coordinator
Customer Relations Coordinator Location Remote in Ontario, NY : Description: Are you interested in working for a dynamic multi-site manufacturing company that participates in Industrial, Medial, and …
2nd Press Operator
Job Description Job Description FLOWER CITY GROUP is hiring a 2nd Press Operator! This is a perfect opportunity for the experienced Press Operators out there looking to be a part of a fun, suc…
Marine Mechanic
Job Description Job Description Position Overview We are seeking a skilled Marine Mechanic to join our experienced service team. The ideal candidate will have hands-on experience with marine e…
Vp sales operations
Dow Jones & Co. Since 1882, Dow Jones has been finding new ways to bring information to the world's top business entities. Beginning as a niche news agency in an obscure Wall Street basement, Dow Jo…
Accounts Payable Specialist
Description Responsibilities and Duties: Process accounts payable transactions for Urban League of Rochester and its subsidiary ULREDC. This includes but is not limited to ensuring all invoice…
Process Engineering Technician, Service Manufacturing
What To Expect Tesla is hiring Process Engineering Technician at Gigafactory New York in Buffalo, NY to support Battery Remanufacturing. You will have the opportunity to contribute to both process…
Senior Software Engineer
About Bastion Bastion enables financial institutions and enterprises to issue regulated stablecoins, generate revenue on reserves, and expand their ecosystems. Bastion’s platform combines stablecoin…
Assistant Manager, Retail Operations
Cartier is seeking an Assistant Manager, Retail Operations based in New York to support the implementation of retail initiatives and ensure consistent application of retail policies across Cartier Nor…
Emergency Medicine - Academic Medical Center Central NY - $402k, $100k Sign-On
Seeking an Emergency Medicine physician to join a progressive, academic health system in central New York. Practice Details: ~ Emergency visits totaling 82,500 annually network wide, with th…
Accounts Receivable and Collections Coordinator - NYC, Westchester or Parsippany, NJ
Law firm seeks A/R Collections Coordinator with good understanding of collection policies and procedures, time and billing software, and e-billing platforms to join growing NYC-based Accounting team.…