Applied Machine Learning Engineer

2 weeks ago

Singapore BetterData Pte Ltd Full time

Job Posted
- Empty
- Location
Singapore
-Full time
-Remote

**Who are we looking for**

**The problems you will solve**

Developing state-of-the-art AI generative models for structured data including GANs, autoencoders, language models (e.g. transformers, RNNs), etc.

Design success metrics that measures the privacy and quality of synthetic data generated

Translate success metrics into automated feedback loops to automatically improve the quality of synthetic data produced by the AI generative models

Integrate intelligent hyperparameter tuning into the models

Containerisation of data pipelines & AI models (Docker) with supporting orchestration tools (e.g. Kubernetes)

Hosting models to scalable cloud infrastructure (AWS / GCP)

Developing a clean and maintainable code using software engineering best-practices and modern platforms

Participating in full product development lifecycle from ideation to live production

Creating technical documentation

**The impact you will have**

Being part of a fast-growing and early stage start-up, you will be working together with the CTO and have the opportunity to take ownership of key parts of data & AI pipeline, make important technical decisions, and build a world-class product from the ground up.

**About you**

Proficient in:
Python

AI / ML frameworks (Pytorch, Keras, Tensorflow)

Data & ML libraries (Sklearn, numpy, pandas, plotly, matplotlib)

Experience in coding projects in any form (internships or experience in collaborating on multi-person coding projects in university / freelance / personal projects)

Excitement about learning and building the future of data, privacy, and AI technology

**Good to have**

Experience hosting models to scalable cloud infrastructure (AWS / Azure / GCP)

Experience containerisation of the data pipelines & AI models in docker with supporting orchestration tools (e.g., kubernetes)

Experience in the ML lifecycle (experimentation, reproducibility, deployment, and a central model registry) and its supporting tools (e.g. MLflow)
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As Andrew Ng said, _"Don't worry about it if you don't understand"_. We know there are a lot of things we listed in what you will be doing and we **do not** expect you to have all of the skills needed at the start. Each of us at betterdata are learning something new every day - as long as you have the willingness to learn, please apply

**Benefits**

Flexible time-off arrangements

Flexible work schedule - complete autonomy with no unnecessary meetings that take your time away from building

Flexible work arrangements - desk space at our office in One North Singapore or fully remote

**How to apply**

Does this role sound like a good fit to you?

Indicate your available start - end dates (DDMMYY - DDMMYY)

Send along links/supporting information that best showcase the relevant things you have built and done

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