Senior AI Scientist

España
Permanente
Tiempo completo

Hace 23 días

Job Category: TechnologyJob Description:Role aimAre you passionate about AI and Education? We are thrilled to announce a great opportunity to join our international AI organization inside the English Language Learning division as a Senior AI scientist for one of the most critical products in the company. You will workprototyping and implementing artificial intelligence systems for the education sector .In Pearson English Language Learning we aspire to become the world's leading destination to learn, assess and improve English language skills. Our main focus is to deliver our promise to committed learners from around the world, who want to reach their full potential through learning English.Role profileThis position requires an experienced and fully competent professional with a broad set of skills in data engineering, statistical reasoning and modelling for educational measurement, applied machine learning research, and possibly also basic leadership skills.This role requires minimal guidance. It can be considered to be an entry-level manager role, which may supervise and/or lead colleagues with less experience.Estimated time spent on various task types:

New features: 50-70%

Documentation: 15%

Meetings, incl. supervision: 10-30%

Maintenance: 5%

Responsibilities

Depending on current needs, the role may be responsible for:

Leading significant parts of work in the lifecycle of development of learning educational capabilities

Research & development in the field of creating data-driven educational products and solutions

Designing, implementing and maintaining learning capabilities based on machine-learning and statistics, in collaboration with Engineering teams

Designing frameworks for monitoring capabilities performance on production (in collaboration with Engineering teams); evaluating results for improvement

Creating and conducting internal trainings

Creating technical documentation, incl. patent documentation

Sharing work results internally and externally (publications, conferences, meetups)

Staying up to date with state-of-the-art methods in the scope of own specialisation, e.g. NLP, speech processing, statistical modelling, psychometrics

Providing input into team vision, goals, and processes

Leading, mentoring and coaching a small group of direct reports (from intern to regular level data scientists)

Supervising or leading colleagues with less experience

Most desirable qualifications:

Experience with generative AI models and techniques.

Strong collaboration with engineering teams to develop and implement AI solutions.

Proven experience in building production-ready machine learning models to solve diverse set of business problems.

Good knowledge of statistical modelling and machine learning theory

Strong proficiency in Python and machine learning frameworks, e.g. pandas, numpy, scikit-learn, NLTK, spaCy, Hugging Face, TensorFlow, PyTorch

Strong hands-on experience in using state-of-the-art methods in the scope of own specialisation, e.g. NLP, speech processing, statistical modelling, psychometrics, reinforcement learning

Proficiency in SQL and relational databases

Ability to translate business needs into research problems

Ability to apply best practices for machine learning and software engineering

Experience with Git-based code review

Proficiency in Linux, Unix or macOS

Some experience in working with non-technical stakeholder

At least intermediate presentation and mentoring skills

Ability to work in a diverse, remote, asynchronous team

Collaboration skills, e.g. being able to give (and receive) feedback

Proficiency in written and spoken English and a key local language

Nice to have:

Familiarity / experience with:

MLOps and DevOps

Docker and Kubernetes

cloud infrastructure, preferably AWS, Azure

cloud data processing, e.g. Snowflake or AWS Redshift

distributed data processing, e.g. Spark

Location:We are looking for an individual in Spain or Poland to join our existing hubs.#LI-MG1

Pearson

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