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AI Trainer, UI & UX

About Mobbin

Our mission is to empower the world to design great digital experiences.

The Mobbin platform helps product designers, product managers and UI/UX researchers find highly-relevant references to their design problems. We are the world's most extensive app design reference library, serving over a million users on our platform.

Since our inception in 2018, we've grown tremendously via word-of-mouth. Today, Mobbin is used by most design-forward companies and startups, including Duolingo, Revolut, Headspace, Work & Co, Blinkist, and more.

Read more about who we are: https://careers.mobbin.com

The role

The Mobbin platform serves over a million inspiration-seekers across the world and shaping the way digital products are designed globally.

We are hiring an AI trainer to join our ML Team. The ML Team is responsible for creating new capabilities through machine learning.

As an AI trainer in the ML Team at Mobbin, you will strategise and execute, with a team of data curators, on data curation in order to train custom ML models and/or benchmark ML models.

Our Engineering Department, whilst small, provides the technological capability that turn our ideas into software that drives global impact at scale. We take great care to balance the need for stable technologies yet exercise tact in choosing cutting edge technologies that pays forward to our long term goals.

What you'll do...

  • Effectively manage the labelling team by planning and sequencing projects based on stakeholder priorities.

  • Proactively identify issues, craft solutions and execute on them with regards to model performance, data curation and team organisation.

  • Curate new data or refine existing data based on model performance insights, ensuring continuous improvement in model performance.

  • Routinely evaluate team performance and assess the impact of labeled data on model accuracy.

  • Continually develop and refine labelling instructions for a niche dataset (UI/UX, graphical user interfaces, etc.), ensuring consistency and clarity.

  • Reliably grow the capabilities and optimise workflows of the labelling team over time.

You should...

  • Be very familiar in UI/UX concepts.

  • Have strong analytical and problem-solving skills to assess and improve data quality.

  • Have experience in improve model performance by analysing model outputs, curating datasets and refining data strategies.

  • Be able to communicate effectively and have good written communication skills.

  • Have experience managing, coordinating and growing a team, preferably in a data labelling, AI, or operational environment.

  • Be able to develop clear and structured guidelines for data annotation, especially in UI/UX or GUI-related datasets.

We offer…

  • Work life balance

  • Flexible work hours

  • Health & fitness benefits

  • Health insurance, medical coverage, and dental coverage

  • Work from anywhere (Singapore office or Remote)

  • Yearly company retreat

  • Paid vacation

  • Apple equipment

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What You Should Know About AI Trainer, UI & UX, Mobbin

At Mobbin, we're on a mission to empower the world to create remarkable digital experiences, and we're looking for an AI Trainer, UI & UX to join our dynamic team in Singapore! As the leading app design reference library, Mobbin plays a crucial role in supporting product designers, product managers, and UI/UX researchers with relevant design inspiration. In your new role as an AI Trainer, you'll work incredibly closely with our ML Team, focusing on curating data and training custom machine learning models that will elevate our platform even further. Imagine being part of a project that helps over a million users find the perfect design references! Your day-to-day tasks will involve managing the labeling team, improving data quality, and refining strategies for dataset curation. It's all about bringing your expertise in UI/UX concepts and analytical problem-solving to the table. You'll collaborate with like-minded individuals to evaluate models, assess team performance, and continually enhance our data practices. Work-life balance is essential to us; that’s why we offer flexible work hours, health and fitness benefits, and the opportunity to work from anywhere in Singapore or remotely. You'll be part of a company that values growth, communication, and teamwork. If you're passionate about AI and making a global impact through innovative design, we can’t wait to welcome you aboard!

Frequently Asked Questions (FAQs) for AI Trainer, UI & UX Role at Mobbin
What responsibilities does the AI Trainer have at Mobbin?

As an AI Trainer at Mobbin, your responsibilities will include managing the labeling team to effectively sequence projects based on stakeholder priorities, curating new datasets, and ensuring continuous improvement in model performance. You'll also evaluate team performance and develop guidelines for data annotation specific to UI/UX datasets.

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What qualifications do I need to become an AI Trainer at Mobbin?

To qualify for the AI Trainer position at Mobbin, you should have a strong understanding of UI/UX concepts, experience in data curation and model performance enhancement, along with exceptional communication skills. Prior experience in managing a data labeling team is preferred.

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How does the role of AI Trainer contribute to Mobbin's mission?

The AI Trainer plays a vital role in Mobbin's mission by ensuring high-quality curated data for machine learning models, which impacts how digital products are designed globally. This role directly helps product designers gain access to effective design references.

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What kind of team will I be working with as an AI Trainer at Mobbin?

As an AI Trainer at Mobbin, you will closely collaborate with the ML Team, consisting of data curators and engineers dedicated to creating cutting-edge technologies that drive global impact in digital design. You'll be working with innovative, proactive professionals who are passionate about their work.

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What benefits does Mobbin offer to AI Trainers?

Mobbin offers a fantastic range of benefits including flexible work hours, health and fitness benefits, comprehensive medical coverage, remote working options, a yearly company retreat, and paid vacations, all aiming to foster a healthy work-life balance.

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Common Interview Questions for AI Trainer, UI & UX
Can you explain your experience with UI/UX principles?

Certainly! When discussing your experience with UI/UX principles, be specific about the projects you’ve worked on, the methodologies you employed, and the outcome of applying those principles. Sharing real examples will illustrate your expertise effectively.

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How do you approach managing a labeling team?

When managing a labeling team, focus on planning and organization. Outline how you prioritize tasks, provide clear instructions, and maintain open communication to ensure the team works efficiently and effectively, aligning with stakeholder needs.

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What strategies do you use to improve model performance?

To improve model performance, I analyze the outputs and identify areas needing refinement. This involves curating high-quality datasets and adjusting data strategies based on insights derived from the model’s performance metrics.

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How do you ensure consistency in data annotation?

Ensuring consistency in data annotation relies on developing clear guidelines and training for the team. Regular evaluations of annotated data against set benchmarks can help maintain high levels of accuracy and consistency.

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What tools or methodologies do you use for data curation?

I often utilize various data management and machine learning frameworks to streamline data curation. Familiarity with platforms like TensorFlow or data governance tools may also be valuable depending on the project’s requirements.

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Can you give an example of a solution you crafted for data quality issues?

It’s important to exemplify your problem-solving skills. Discuss a specific instance where you identified a data quality issue, the steps you took to analyze it, and the solution you implemented—highlighting positive results.

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Describe a challenging project you managed.

In your response, detail a challenging project that tested your management skills. Discuss the obstacles faced, how you coordinated your team, and the successful outcomes achieved through your leadership.

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How would you develop training instruction for UI/UX datasets?

When developing training instructions for UI/UX datasets, it’s crucial to focus on clarity and detail, ensuring that team members fully understand the specifications and nuances of the dataset to maintain accuracy in annotation.

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How do you evaluate the success of a labeling project?

To evaluate the success of a labeling project, I analyze model accuracy, assess feedback from stakeholders, and review the overall impact of the annotated data on subsequent model training and performance.

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What are your thoughts on working remotely versus in-office?

Share your preference or experience with both environments. Discuss how you ensure productivity and maintain team connections whether working remotely or in the office and how you adapt your communication style to each setting.

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Full-time, remote
DATE POSTED
March 20, 2025

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