... data analysis. Key Responsibilities 1. Pedagogically-Driven Prototyping & AI Realization ... Level: Entry-level to early-career (0-2 years of professional experience), backed by a strong ...
... data analysis. Key Responsibilities 1. Pedagogically-Driven Prototyping & AI Realization ... Level: Entry-level to early-career (0-2 years of professional experience), backed by a strong ...
... AI-generated calls, text messages, or emails from Acara Solutions and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not ...
Quick apply
... AI-generated calls, text messages, or emails from Acara Solutions and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not ...
Enterprise Account Manager - AI Solutions
London, ON · Hybrid
CA$150K - CA$200K/yr
... data. For more than two decades, the biggest and most beloved brands have trusted Voices to find ... Paid vacation days, pro-rated in your first year based on your start date * Personal Time: Take ...
Enterprise Account Manager - AI Solutions
London, ON · Hybrid
CA$150K - CA$200K/yr
... data. For more than two decades, the biggest and most beloved brands have trusted Voices to find ... Paid vacation days, pro-rated in your first year based on your start date * Personal Time: Take ...
Enterprise Account Manager - AI Solutions
Toronto, ON · Hybrid
CA$150K - CA$200K/yr
... data. For more than two decades, the biggest and most beloved brands have trusted Voices to find ... Paid vacation days, pro-rated in your first year based on your start date * Personal Time: Take ...
Enterprise Account Manager - AI Solutions
Toronto, ON · Hybrid
CA$150K - CA$200K/yr
... data. For more than two decades, the biggest and most beloved brands have trusted Voices to find ... Paid vacation days, pro-rated in your first year based on your start date * Personal Time: Take ...
Equipment Maintainer
Whitby, ON · On-site
CA$32.74/hr
... AI-generated calls, text messages, or emails from Acara Solutions and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not ...
Quick apply
Equipment Maintainer
Whitby, ON · On-site
CA$32.74/hr
... AI-generated calls, text messages, or emails from Acara Solutions and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not ...
Data Discovery and Enrichment Expert I (Canada Bilingual Hybrid or Remote)
Toronto, ON · On-site +1
CA$59K - CA$98K/yr
Examples of the innovative AI initiatives that the Data Discovery and Enrichment Organization works ... Geographic differentials may apply in some locations to better reflect local market rates. This job ...
Data Discovery and Enrichment Expert I (Canada Bilingual Hybrid or Remote)
Toronto, ON · On-site +1
CA$59K - CA$98K/yr
Examples of the innovative AI initiatives that the Data Discovery and Enrichment Organization works ... Geographic differentials may apply in some locations to better reflect local market rates. This job ...
Data Discovery and Enrichment Expert I (Canada Bilingual Hybrid or Remote)
Toronto, ON · On-site +1
CA$59K - CA$98K/yr
Examples of the innovative AI initiatives that the Data Discovery and Enrichment Organization works ... Geographic differentials may apply in some locations to better reflect local market rates. This job ...
Data Discovery and Enrichment Expert I (Canada Bilingual Hybrid or Remote)
Toronto, ON · On-site +1
CA$59K - CA$98K/yr
Examples of the innovative AI initiatives that the Data Discovery and Enrichment Organization works ... Geographic differentials may apply in some locations to better reflect local market rates. This job ...
Remote - Bilingual Financial Customer Care Service Representative
Ottawa, ON · Remote
CA$20 - CA$21.17/hr
Open to Residents of Alberta, Manitoba, New Brunswick, and Nova Scotia Rate of Pay: $20.00/Hr - $21 ... Applications are screened with AI technology and reviewed by NTT DATA recruiters. #BIND Inclusion.
Remote - Bilingual Financial Customer Care Service Representative
Ottawa, ON · Remote
CA$20 - CA$21.17/hr
Open to Residents of Alberta, Manitoba, New Brunswick, and Nova Scotia Rate of Pay: $20.00/Hr - $21 ... Applications are screened with AI technology and reviewed by NTT DATA recruiters. #BIND Inclusion.
Remote - Bilingual Financial Customer Care Service Representative
Ottawa, ON · Remote
CA$20 - CA$21.17/hr
Open to Residents of Alberta, Manitoba, New Brunswick, and Nova Scotia Rate of Pay: $20.00/Hr - $21 ... Applications are screened with AI technology and reviewed by NTT DATA recruiters. #BIND Inclusion.
Remote - Bilingual Financial Customer Care Service Representative
Ottawa, ON · Remote
CA$20 - CA$21.17/hr
Open to Residents of Alberta, Manitoba, New Brunswick, and Nova Scotia Rate of Pay: $20.00/Hr - $21 ... Applications are screened with AI technology and reviewed by NTT DATA recruiters. #BIND Inclusion.
Remote Bilingual Client Care Representative
Sudbury, ON · On-site +1
CA$20 - CA$21/hr
Rate of Pay: $20.00/HR - $21.00/HR Bilingual (French/English) Responsibilities: * To fulfill ... Applications are screened with AI technology and reviewed by NTT DATA recruiters. #BIND Inclusion.
Remote Bilingual Client Care Representative
Sudbury, ON · On-site +1
CA$20 - CA$21/hr
Rate of Pay: $20.00/HR - $21.00/HR Bilingual (French/English) Responsibilities: * To fulfill ... Applications are screened with AI technology and reviewed by NTT DATA recruiters. #BIND Inclusion.
Remote Bilingual Client Care Representative
Sudbury, ON · On-site +1
CA$20 - CA$21/hr
Rate of Pay: $20.00/HR - $21.00/HR Bilingual (French/English) Responsibilities: * To fulfill ... Applications are screened with AI technology and reviewed by NTT DATA recruiters. #BIND Inclusion.
Remote Bilingual Client Care Representative
Sudbury, ON · On-site +1
CA$20 - CA$21/hr
Rate of Pay: $20.00/HR - $21.00/HR Bilingual (French/English) Responsibilities: * To fulfill ... Applications are screened with AI technology and reviewed by NTT DATA recruiters. #BIND Inclusion.
... generative AI computing including gigafactories, bio/ag tech, data centers and distributed ... Assign and guide tasks to develop entry level professionals and/or interns. Coordinates with ...
... generative AI computing including gigafactories, bio/ag tech, data centers and distributed ... Assign and guide tasks to develop entry level professionals and/or interns. Coordinates with ...
The pay rate for this position starts at $18/hour and we pay weekly every Friday! Get your 1st day ... entry-level warehouse associates and grew into their roles - They are about the environment and ...
Quick apply
The pay rate for this position starts at $18/hour and we pay weekly every Friday! Get your 1st day ... entry-level warehouse associates and grew into their roles - They are about the environment and ...
The pay rates for these positions start at $18.15/hour and we pay weekly every Friday. We also ... AI (Artificial Intelligence) tools may be used at certain points of the pre-screening and selection ...
Quick apply
The pay rates for these positions start at $18.15/hour and we pay weekly every Friday. We also ... AI (Artificial Intelligence) tools may be used at certain points of the pre-screening and selection ...
AI Software Engineering, Fall 2026 - Toronto (Co-op/Internship) - 4 Months
Toronto, ON · On-site
CA$28/hr
Based in Toronto, the Co-op/Intern, AI Software Engineering, will report to the Director, Data ... The expected hourly rate for this role is $28. #LI-DNP The actual salary offered will take into ...
AI Software Engineering, Fall 2026 - Toronto (Co-op/Internship) - 4 Months
Toronto, ON · On-site
CA$28/hr
Based in Toronto, the Co-op/Intern, AI Software Engineering, will report to the Director, Data ... The expected hourly rate for this role is $28. #LI-DNP The actual salary offered will take into ...
Director, Support
Waterloo, ON · On-site +1
CA$85K - CA$104K/yr
Use AI to help identify optimization opportunities, performance improvements, and data quality ... Work Experience (Entry-Level Friendly) * 0-2 years of professional experience supporting databases ...
Director, Support
Waterloo, ON · On-site +1
CA$85K - CA$104K/yr
Use AI to help identify optimization opportunities, performance improvements, and data quality ... Work Experience (Entry-Level Friendly) * 0-2 years of professional experience supporting databases ...
Enter data accurately and efficiently into various admin platforms * Prepare and organize documents ... Artificial intelligence (AI) technology may be used in our recruitment process to assist with ...
Quick apply
Enter data accurately and efficiently into various admin platforms * Prepare and organize documents ... Artificial intelligence (AI) technology may be used in our recruitment process to assist with ...
... data infrastructure that connects our world. Across enterprise, cloud and AI, and carrier ... data rates driven by video-on demand, gaming and other real time data streams. We are seeking ...
... data infrastructure that connects our world. Across enterprise, cloud and AI, and carrier ... data rates driven by video-on demand, gaming and other real time data streams. We are seeking ...
AT Operator
CA$22/hr
... AI-generated calls, text messages, or emails from Acara Solutions and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not ...
Quick apply
AT Operator
CA$22/hr
... AI-generated calls, text messages, or emails from Acara Solutions and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not ...
Quotations Representative
CA$60K - CA$70K/yr
... AI-generated calls, text messages, or emails from Acara Solutions and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not ...
Quick apply
Quotations Representative
CA$60K - CA$70K/yr
... AI-generated calls, text messages, or emails from Acara Solutions and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not ...
Entry Level Ai Data Rater information
What are the key skills and qualifications needed to thrive as an entry level AI data rater?
What is the difference between Entry Level Ai Data Rater vs Data Labeler?
| Aspect | Entry Level Ai Data Rater | Data Labeler |
|---|---|---|
| Required Credentials | High school diploma or equivalent; no specialized certification often needed | High school diploma or equivalent; may require basic training |
| Work Environment | Remote or office-based; working with AI datasets | Remote or on-site; labeling data for machine learning models |
| Employer & Industry Usage | Tech companies, AI startups, data annotation firms | Tech companies, data annotation services, AI development firms |
Both roles involve working with data to improve AI systems, but Entry Level Ai Data Raters often focus on evaluating AI outputs, while Data Labelers primarily annotate data. The roles are similar in credentials and work environment, with slight differences in job focus.
What are the most common challenges faced by entry level AI data raters, and how can they be addressed?
What is an entry level AI data rater?

Full-time
Posted 15 days ago
Job description
ESF is now inviting candidates to register their interest in theLearning Analytics Associate role.
Role Overview
The Learning Innovation & Analytics Associate sits at the intersection of the learning sciences, educational data science, and modern technology prototyping. Rooted deeply in pedagogy, this role is designed for a researcher-practitioner who understands how people learn and wants to apply that knowledge to shape the future of K-12 education across ESF.
The primary lens for this role ispedagogical efficacy. You will leverage your understanding of cognitive science, learning theories, and educational research methodologies to design, prototype, and evaluate digital learning interventions. Rather than acting as a traditional software engineer, you will utilize modern Generative AI and AI-assisted programming tools ("vibe coding") as a lever to rapidly bring research-backed educational tools to life, measuring their impact on teaching and learning through rigorous data analysis.
Key Responsibilities
1. Pedagogically-Driven Prototyping & AI Realization
Translate established learning theories (e.g., cognitive load theory, constructivism, retrieval practice) and pedagogical strategies into functional digital tools and prototypes.
Utilize Generative AI and AI-assisted development workflows to rapidly build and deploy lightweight, proof-of-concept tools (e.g., targeted formative assessment assistants, scaffolding tools, or adaptive learning prompts) without needing a formal computer science background.
Design human-AI collaboration frameworks for the classroom that position technology as an encoder of sound pedagogy, ensuring AI interventions support rather than disrupt the teacher-student dynamic.
2. Educational Research & Learning Analytics
Design and execute rigorous, localized research studies-such as Design-Based Implementation Research (DBIR) and experimental/quasi-experimental designs-to evaluate the classroom impact of educational tools.
Architect learning analytics frameworks and event-logging infrastructure within prototypes to capture meaningful indicators of student engagement, conceptual understanding, and learning trajectories.
Apply advanced statistical methods (e.g., regression analysis, mixed-methods analysis) to synthesize quantitative behavioral data with qualitative classroom observations and teacher interviews.
3. Curriculum Alignment & Assessment Design
Collaborate with educators to map digital interventions directly to ESF curriculum standards and learning outcomes.
Apply contemporary classroom assessment theories to design tools that provide actionable, high-quality formative feedback to students and diagnostic insights to teachers.
Conduct robust User Experience Research (UXR) centered on pedagogical workflows, ensuring tools actively reduce teachers' administrative cognitive load and optimize instructional time.
Requirements
Education & Experience
Minimum:Master's or advanced Bachelor's degree in Education Data Science, Learning Sciences, Learning Analytics, Educational Psychology, or a closely related field.
Core Foundation:A strong academic background in learning theories, instructional design principles, curriculum construction, and formal educational research methodologies (both quantitative and qualitative).
Level:Entry-level to early-career (0-2 years of professional experience), backed by a strong portfolio of academic research projects, lab interventions, or self-initiated educational tool builds.
Technical & Analytical Skills
Educational Research & Data Science:Proficient in educational data processing, experimental design, regression analysis, and using data to evaluate learning outcomes. Familiarity with statistical tools (e.g., R, Python, SPSS) is highly valued.
AI-Assisted Prototyping:Demonstrated ability to use LLMs and AI coding assistants to build functional web applications. While full-stack familiarity (e.g., Python/FastAPI, React) is a major asset, your value lies in orchestrating these tools to testpedagogical hypotheses, not in traditional software engineering.
Assessment & UXR:Deep understanding of how to construct valid assessments and conduct user research within an educational setting.
supportstaff
SupportStaffIT
For enquiries, please contact Karen Ng @ 37622653 or Email: Karen.ng@esfcentre.edu.hk
Applications will be reviewed on a rolling basis and offers may be extended prior to the job closing date. We strongly recommend early applications as we reserve the right to appoint candidates earlier than the closing date.
By applying for this position, your application may be considered for other opportunities (senior-level roles, head of department, etc.) within ESF.
ESF is an Equal Opportunities Employer
The English Schools Foundation (ESF) is fully committed to providing equal employment opportunities. ESF will not discriminate on the basis of age, race, colour, gender, marital status, sexual orientation, gender identity, pregnancy, national origin, religion, veteran status, physical or mental disability, genetic information, creed, citizenship or any other status protected by local laws or regulations.
Personal data provided by job applicants will be used strictly in accordance with the ESF's Personal Data Policy, a copy of which will be provided upon request.
ESF is dedicated to ensuring the safety and well-being of all students in our care and expects all applicants to uphold this commitment. We adhere to rigorous recruitment practices, with all appointments contingent upon an interview, identity verification, criminal background checks (including ICPC, SCRC, and other international background checks as appropriate), assessment of social media presence, and positive references.
In accordance with the Keeping Children Safe in Education (KCSIE) 2025 guidelines, ESF may perform online checks for all shortlisted candidates prior to the interview.
About Us
The English Schools Foundation (ESF) is the largest English-medium international school organisation in Hong Kong. Our 22 schools and comprehensive programme of extra-curricular activities bring out the best in every student through a personalised approach to learning and by inspiring curious minds.
There are over 18,000 students from 75 different nationalities in ESF kindergartens, primary, secondary and all-through schools.
www.esf.edu.hk
About the Team
The English Schools Foundation (ESF) is a modern, well-managed educational organisation, committed to offering an international education to students drawn from over 70 countries. We are proud to be at the forefront of the educational hub in Hong Kong. We actively take advantage of the opportunities that Hong Kong offers as Asia's world city and the principal gate-way to China.
The curriculum, leading to the International Baccalaureate, is adapted to Hong Kong, and the Asia Pacific region. ESF's 1,100 teachers are highly qualified bringing with them experience from Australia, Canada, New Zealand, the United States, the UK and many other international school systems. All schools offer a broad range of out-of-school activities in Hong Kong and overseas.
ESF has over 18,000 students. Our culture is one of joy in learning and pride in achievement. The great majority of our students study for the IB Diploma and gain entry to universities all over the world. ESF has a long-standing commitment to children with individual needs and is the principal provider for English-speaking children with special educational needs in Hong Kong. For further details about ESF, please visit our website at https://www.esf.edu.hk/.