Lowongan Kerja Depok Posisi Ai & Computer Vision Engineer di Bengawan Tirta Rekayasa

Info Loker

Perusahaan	Bengawan Tirta Rekayasa
Posisi	Ai & Computer Vision Engineer
Tempat	Depok
Jenis Pekerjaan	Full Time
Spesialisasi Dibutuhkan	Developer/Programmer (Teknologi Informasi & Komunikasi)
Gaji Min	Rp. 2.000.000
Gaji Max	Rp. 8.500.000

Responsibilities:

1. Developing and modeling computer vision models: Design, develop and train deep learning models using libraries such as TensorFlow, PyTorch, OpenCV, YOLO, and Keras. Implementing and optimizing convolutional neural networks (CNNs) for tasks such as object detection, image segmentation and classification.

2. Data Management and Preparation: Perform data collection, preparation, cleaning and annotation to ensure the quality of the sets used in training. Working with data annotation tools for image segmentation and labeling.

3. Deploy and monitor models: Deploy machine learning models in production using frameworks such as TensorFlow Serving, Docker and Kubernetes. Configure and manage deployment pipelines in cloud environments (AWS, Azure, GCP). Monitoring the performance of models in production, adjusting and retraining when necessary to ensure efficiency and accuracy.

4. Performance Optimization: Optimize models for efficient execution on specific hardware, such as GPUs and CPUs. Ensure the scalability and performance of machine learning systems in production.

5. Collaboration and Technical Support: Work collaboratively with data, engineering and product teams to align machine learning solutions with business needs.

6. Research and Innovation: Keeping up to date with trends and advances in computer vision and deep learning. Propose new approaches and solutions to existing problems using supervised, unsupervised and deep learning techniques. Work closely with the R&D Team towards improving model accuracy and precision for CCTV cameras.

Requirements:

1. Minimum of 2 years experience in model development with libraries such as TensorFlow, PyTorch, OpenCV, YOLO, and Keras.

2. Experience in development and implementation of computer vision products with a large scale data processing / analytics. Should have developed state of art AI/ML and DL applications/products.

3. Experience working on TensorFlow, PyTorch, ONNX, MXNet, Caffe, OpenCV, Keras, CNN, R-CNN, DNN, CuDNN, RNN, Mask R-CNN, YOLO, ResNext, GoogleNet, AlexNet, ResNet. SegNet, VGG Net, etc., Neural networks, frameworks and platforms.

4. Experience of real time object detection, image segmentation and classification algorithms through real time CCTV cameras or recorded video footage, preferably in water related industries.

5. Experience with Machine Learning frameworks and data annotation tools.

6. Skill in Python and C++ programming languages.

7. Experience with model deployment tools (e.g. TensorFlow Serving, Docker, Kubernetes).

8. Hands-on experience in using and deploying optimized models for NVIDIA – Jetson Nano, TX1, TX2, Xavier NX, AGX Xavier and Raspberry Pi, other edge devices with DeepStream, GStream etc.

Nice-to-Have:

• Familiarity with AI hardware accelerators (e.g., GPUs, TPUs) and distributed computing.

• Knowledge of AI ethics and privacy considerations, especially in the context of offline AI.

• Familiarity with cutting-edge Augmented Reality (AR) applications and platforms like ARKit, ARCore, Unity 3D, or other AR development tools.

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