Lowongan Kerja Senior Machine Learning Engineer

Lowongan Kerja Senior Machine Learning Engineer

Info Terbaru Lowongan Kerja Senior Machine Learning Engineer Bandung Oktober 2024 di 99 Group. Pada kesempatan ini admin akan memberikan informasi Lowongan Kerja Senior Machine Learning Engineer Bandung Oktober 2024 di 99 Group. Berikut ini informasi lebih detail mengenai Lowongan Kerja Senior Machine Learning Engineer Bandung Oktober 2024 99 Group.

About Us

99 Group is a leading real estate technology company that operates real estate portals across South East Asia, specializing in digital property advertising. Headquartered in Singapore, it is currently operational in Singapore and Indonesia and employs over 500 employees. Our data science and ML team specializes in data science projects related to home price estimation, natural language processing, listings recommendation, and image/object detection. We are looking for a talented Senior Machine Learning Engineer to help us design, develop, and deploy scalable machine learning models and pipelines.

Your Role: Senior Machine Learning Engineer

What You'll Be Doing:

1. Design, develop, and deploy machine learning models for real-time prediction, classification, and object detection tasks.
2. Collaborate with data scientists to build, train, and optimize models using frameworks like TensorFlow, PyTorch, or Scikit-learn.
3. Implement model serving pipelines for deployment in Kubernetes environments, using Docker and orchestration tools.
4. Develop and maintain scalable machine learning APIs to serve predictions and integrate them with client applications.
5. Automate data preprocessing, feature extraction, and model training pipelines using tools like Airflow, Kubeflow, or similar.
6. Monitor the performance of deployed models and implement updates to maintain accuracy and efficiency over time.
7. Work closely with DevOps to ensure smooth model integration into production environments.
8. Conduct code reviews, write unit tests, and maintain high code quality and documentation.
9. Stay updated with the latest research and advancements in machine learning and AI technologies.

What We're Looking For:

1. 3+ years of experience in machine learning, model deployment, or a similar role.
2. Programming Languages: Proficiency in Python, with experience in libraries like TensorFlow, PyTorch, and Scikit-learn.
3. Data Handling: Strong knowledge of data processing frameworks (Pandas, Numpy) and experience working with large-scale datasets, both structured and unstructured.
4. Model Deployment: Hands-on experience in deploying machine learning models in production using Docker and Kubernetes.
5. API Development: Experience in building and deploying RESTful APIs for machine learning models.
6. Cloud Platforms: Experience working with cloud platforms (AWS, GCP, or Azure) for model deployment and scaling.
7. Version Control & CI/CD: Familiarity with Git and continuous integration/continuous deployment (CI/CD) pipelines.
8. Bonus Experience with MLOps tools like Airflow, Argo, Kubeflow, or MLflow for workflow automation and monitoring.
9. Experience in image recognition and object detection using CNNs, YOLO, or similar architectures.
10. Familiarity with distributed systems and parallel processing (e.g., Spark, Dask).
11. Knowledge of big data technologies such as Hadoop or Apache Kafka.

Are you ready to shape the future of real estate? Join us in this exciting journey of innovation, collaboration, and growth. Together, let's redefine what's possible in the world of real estate.

Make your mark at 99 Group. Apply now!