Cliply Pte Ltd
https://cliply.com.sgAbout
Turning content into a revenue-generating opportunity
Tech stack
Machine Learning (ML)Candid answers by the company
It was include working from SIngapore HQ for initial 2-3 months followed by remote working in India until an office opens in Bangalore
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Jobs at Cliply Pte Ltd
PythonRole Overview
The Senior AI/ Machine Learning Engineer will design, build, and optimise the core intelligence layer that powers Cliply’s video understanding and content analysis platform.
This role blends deep hands-on engineering with architectural ownership. You will work across video, audio, and text modalities, shaping model design while also delivering production-ready ML systems. You will be the technical anchor for Cliply’s AI stack, partnering closely with the Lead Architect and the engineering team to bring research concepts into scalable, real-world systems.
Key Responsibilities
Multimodal & Video ML Architecture
- Design and validate deep learning architectures for video, audio, and text understanding, including temporal modelling and multimodal fusion.
- Define approaches for long-sequence modelling, representation learning, and sequence-to-sequence tasks.
- Lead experiments with transformers, vision transformers, video encoders, and hybrid multimodal architectures.
Model Development & Optimisation
- Build and optimise models for content understanding, highlight detection, ranking, and scoring.
- Implement training pipelines, data loaders, augmentations, and evaluation metrics for large-scale video datasets.
- Optimize models for latency, throughput, and GPU efficiency using techniques such as quantization, pruning, distillation, batching, and ONNX/TensorRT.
Production ML Engineering
- Convert prototypes into robust, production-ready services.
- Collaborate with backend engineers to deploy models via scalable APIs and micro-services.
- Monitor model performance in production and design retraining loops for continuous improvement.
Technical Leadership
- Establish best practices for experimentation, evaluation, documentation, and reproducibility.
- Provide mentorship to junior engineers and contribute to Cliply’s long-term AI roadmap.
- Influence architectural decisions across the AI stack to ensure scalability and reliability.
Required Qualifications
- Bachelor’s degree in Computer Science, Engineering, or related field (Master’s preferred).
- 5–10+ years of experience as an ML Engineer, Applied Scientist, or similar role.
- Strong proficiency in PyTorch or TensorFlow, with hands-on experience training deep learning models.
- Deep expertise in multimodal video machine learning,
- Expertise in at least two of the following:
- Video understanding / video ML
- Computer vision
- Speech/audio processing
- Natural language processing
- Multimodal fusion
- Experience with GPU training, distributed training, and large-scale datasets.
- Strong understanding of model optimization (quantization, pruning, distillation, ONNX/TensorRT).
- Solid software engineering fundamentals (Python, version control, testing, code review).
Preferred Qualifications
- Experience with multimodal architectures (video-text, audio-text, cross-modal transformers).
- Experience with MLOps tooling (MLflow, Weights & Biases).
- Prior work in startup environments or fast-paced product teams.
- Contributions to open-source ML projects or competitive ML experience (e.g., Kaggle).
Why Join Cliply
- Build the core intelligence layer of a next-generation video understanding platform.
- Own end-to-end architecture and model design - your work becomes the product.
- Work with a founder-led team that values technical excellence, autonomy, and speed.
- Shape the future of multimodal AI in a real product used by creators and enterprises.
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About the company
Passionate about education?
CK-12 is on the lookout for talented, creative, and dedicated people to join our mission to provide great education to students around the world. We are looking for candidates to join our office at Bangalore.
We have a strong education platform that has served over 200 Million users, have got over 1.45 Billion questions answered and have got more than 285 thousand customised Flexbooks. We have embarked on exciting journey to build AI-powered student tutor and Teacher Assistant to build next generation of learning platform.
About CK-12 Foundation
CK-12’s mission is to provide free access to open-source content and technology tools that empower students as well as teachers to enhance and experiment with different learning styles, resources, levels of competence, and circumstances.
To achieve this noble and ambitious vision, we at CK-12 are challenging traditional model of education to transform it dramatically. Technology has opened up lots of opportunities to revolutionize education for the benefit of students, teachers and parents.
We have chosen to be non-profit so that we can effectively realize our mission and so that we can do the right thing! It also provides us the ability to experiment big and bold ideas. CK-12 is backed by Vinod Khosla, a renowned technology venture capitalist.
At CK-12, you’ll experience the benefits of working in a dynamic, entrepreneurial, innovative and non bureaucratic environment where you will get a lot of cool things done than you ever imagined! We are a small group of passionate folks who are determined to disrupt the current form of education. We came together from companies such as Apple, eBay, Amazon, McGraw-Hill, and startups.
Technology is key to scale education and we deeply believe in it. Come develop great solutions on our cloud based (AWS) and AI-first platform delivering rich and interactive content.
Does our mission, people and technologies excite you? If the answer is YES! and you are a great technologist who will challenge status-quo (no order takers please!) by innovating, please come join us! Together, we will change the world!
Check out how CK-12 is making an impact in teaching and learning - https://www.ck12info.org/about/testimonials/
Flexi, our AI-powered Student Tutor - https://www.ck12.org/pages/student-tutor/
AI-powered Teacher Assistant - https://www.ck12.org/pages/teacher-assistant/
Benefits: Medical and Accident Insurance, Free food orders for lunch.
Location: https://goo.gl/maps/NkA2Hr8JhtE3raWr5
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