Machine Learning Engineer, Integrations

2 weeks ago

Singapur, Singapore DATATURE PTE. LTD. Full time
Roles & Responsibilities

About the Position

Join Datature in the mission to create a platform where machine learning models can be trained and deployed swiftly without writing a single line of code. Datature Nexus, our MLOps platform, enables users to label unstructured data and build complex ML pipelines using visual editors directly in their browsers.

Our platform has been instrumental in tackling challenges across various industries, from agricultural productivity to healthcare diagnostics. Datature empowers teams and businesses from all sectors to kickstart AI-driven transformations.

What You Will Do

As a crucial part of the integration team, you will collaborate closely with Datature users to seamlessly integrate our MLOps Platform into their existing systems and brainstorm strategies to enhance their computer vision implementations.

Your role will involve enhancing our neural network capabilities, introducing cutting-edge features, and improving model observability for our users. Moreover, you will contribute to the development of Datature's Insights and MLOps services to assist users in creating superior and unbiased models.

You will also explore and experiment with advanced vision algorithms and techniques to bring potentially disruptive technologies to our platform, enhancing user experience and value.

If you are someone who enjoys research, prototyping, and generating innovative ideas based on user feedback, this role will involve working on an exciting roadmap of features for our quarterly platform updates.

Key Requirements

  • 2-5 years of hands-on experience in researching, implementing, and deploying computer vision and deep-learning algorithms
  • Contribute to the research, design, and implementation of cutting-edge perception and vision algorithms, bridging the gap between theory and practical integration
  • Proficiency with technologies such as PyTorch, JAX, Keras, TensorFlow, OpenCV, FFMPEG
  • Solid foundation in backend services, data querying, and utilization of Google Cloud Platform resources
  • Collaborate with stakeholders and client teams to align ML integration with business goals and requirements
  • Experience in developing and maintaining real-time computer vision systems
  • Passion for Deep-Learning Algorithms, API services using CUDA, Multi-GPUs, and ML Development workflows
  • Background in computer vision research, creating prototype notebooks, and rapid implementation of the latest research findings

Who You Are

You are a passionate machine learning enthusiast who stays updated with the latest computer vision advancements. Ideally, you possess the ability to create clear and impactful Jupyter Notebooks to illustrate various computer vision concepts to our users.

Above all, you have a deep appreciation for data, machine learning, and user-centric design. You comprehend the significance of each line of code and understand the key priorities in every project.

If you have a collection of Kaggle notebooks, participate in technical discussions, or maintain a tech blog showcasing your ideas and expertise, this role is a perfect fit for you.

Why You'll Enjoy Working With Us

We are a technology-oriented team committed to delivering the most user-friendly and high-performance platform that revolutionizes how machine learning capabilities are developed. You will be a part of a diverse group of engineers where engaging in discussions on code and algorithms is both enriching and enjoyable.

You will tackle critical challenges at the intersection of machine learning, data processing, and client engineering. Your contributions will significantly influence the model architectures and optimization solutions available to our users.

If this opportunity aligns with your interests, we are excited to connect with you.

Feel free to share any relevant links to your previous projects, GitHub profiles, Kaggle portfolios, or any resources that provide insights into your expertise

Highlight Your Skills

TensorFlow
Machine Learning
Pipelines
OpenCV
Google Cloud Platform
User Experience
MRI
Computer Vision
Keras
PyTorch
CUDA
Writing
Debugging
Github

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