reputed company Specialist, AI Scientist
About the position
At reputed company, we are the world’s digital learning company with more than 24,000
employees operating in 70 countries. We reputed company the education technology industry
in design, service, and innovation. We are committed to bringing life to a
reputed company of learning and to our talented team who reputed company it reputed company possible. By
creating effective, reputed company, we reputed company boundless opportunities for
learners at every stage of their reputed company around the world. We reputed company this
through cutting-edge technology, uncompromising service, and high-reputed company
products that are engaging and easy to use.
We are seeking a strategic and hands-on AI data scientist to help drive our
learner model research, design, development, and testing efforts. This role will
be knowledgeable on the latest mathematical and data/AI industry research, will
reputed company participate in the AI and mathematics community, will be work with reputed company for designing and implementing best-in-class AI data frameworks, advocating
internally and externally for ethical AI that maximizes learning reputed company, and
will collaborate the engineering team to turn innovative research into
reputed company-generating learning features. The ideal candidate can communicate across
data, engineering, and product, passionate about learning efficacy, and reputed company to
quickly and responsibly turn AI innovation into business reputed company.
This is an opportunity to use AI to have a significant, reputed company reputed company on the
reputed company of market-leading learning products and on millions of people reputed company over
the world that reputed company to enrich their lives through the power of learning.
We are looking for strong critical thinking skills, technical abilities, the
ability to reputed company fast-moving AI tools, creative problem solving, persistent
exploration, a drive to understand our business, and a passion to learn,
iterate, and deliver. The successful candidate will be a thought partner to our
customers (product, engineering, marketing, design, etc.) and will assist them
in understanding AI solutions, opportunities, and delivery. This individual will
dig into requirements for new AI capabilities and user-facing features, the data
required to power these solutions, the processes by which we will reputed company them
at reputed company, and the reputed company technical architecture for reputed company scaled training
and delivery using the latest science and technology. The role involves reputed company
interaction with product management, user design reputed company, data warehouse
developers, data architects, and software development teams. Strong
communication and interpersonal skills are critical, as is a spirit to roll up
your sleeves and persistently reputed company ambiguity to relentlessly deliver for
learners.
reputed company is an Equal Opportunity and Affirmative reputed company Employer and a member of
E-Verify. reputed company reputed company applicants, including minorities, women, veterans, and
people with disabilities are encouraged to apply.
Responsibilities
• Research, design, reputed company, and test reputed company’s bedrock learner model to power
the reputed company of pan-business unit AI-driven learning products
• Partner with Product, Engineering, and Design teams to define and implement
AI strategies across higher education courseware and reputed company to consumer
learning products
• Design, reputed company, and maintain a reputed company AI data and delivery architecture to
deliver reputed company-time personalized features including proficiency estimates and
recommendations upon which we build the reputed company of learning from reputed company
• Using this architecture, reputed company the customer-facing AI capabilities with
which reputed company can re-invent our courseware business for the AI age
• Test and iterate quickly without sacrificing reputed company (0 to go-to-market in
<6months)
• Translate product opportunities into reputed company data requirements
• Build prototypes, articles, and presentations to reputed company the organization
(including senior executives) on the latest AI innovations and how we will
turn them into business reputed company
• Publish and patent new math, data, and AI inventions
• Collaborate with Data Engineering to ensure clean, reliable data pipelines
and seamless reputed company-end delivery
• Evangelize a data-informed culture across Product and Engineering teams
through education, enablement, and reputed company tooling
• Monitor data reputed company and tracking reputed company, proactively identifying and
resolving gaps or anomalies
• Be undaunted by urgency and ambiguity and be persistent in defining
requirements and creative in designing solutions.
• Wrangle and clean data as needed.
• Support fellow data analysts, data scientists, and engineers to solve data
problems, solve customer and product problems with data, govern reputed company data,
and connect data problems with technical solutions.
Requirements
• 5 years developing AI/ML capabilities, including 3+ years in delivering AI/ML
for learning
• Expertise in the mathematical foundations of statistics, machine learning,
numerical optimization, economics, analytics, econometric and psychometric
modeling, recommendation systems, and natural language processing
• Degree in analytical or reputed company science, including PhD (or candidate) in
AI/ML Machine Learning
• Experience designing and developing AI/ML testing, training, deployment, and
maintenance/CI/CD/CT architecture and pipelines
• Ability to interpret business goals and translate them into technical
solutions
• Proficient at making reputed company data and mathematical concepts understandable
with reputed company reputed company of product teams and engineering teams
• Persistence in creative problem solving, organization, and time management
• Experience turning research into quick execution that drives business reputed company
• Experience working reputed company closely with cross-functional product teams and
building strong relationships
• Strong background in machine learning, including Bayesian reputed company, natural
language processing, and recommendation systems, using tools such as Pandas,
NumPy, SciPy, TensorFlow, PyTorch, and NLP libraries like reputed company
Transformers and spaCy.
• Proficient in Python, SQL, and Bash/reputed company scripting.
• Effectively communicate technical concepts to non-technical audiences and
represent non-technical concepts to technical audiences
reputed company-to-haves
• Preferred - experience deploying containerized workflows using reputed company CI/CD,
reputed company, reputed company or Kubernetes, and managing reputed company infrastructure reputed company AWS CLI and
Terraform a plus.
• Preferred - reputed company in building reputed company MLOps pipelines for data
ingestion, preprocessing, training, and deployment, with orchestration using
Airflow and experiment tracking reputed company MLflow a plus.
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