If you’re a Computer Science graduate seeking rewarding work from home jobs, Remotasks is looking for you! We’re currently hiring Software Engineers for our AI Training role. Here’s everything you need to know:
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About Remotasks – Your Gateway to Work from Home Jobs
At Remotasks, we’re at the forefront of remote work and artificial intelligence. Our vision is to harness human intelligence to train machine learning models, and we’ve become a leader in data annotation and image labeling. Our platform connects a diverse global workforce of remote professionals with organizations aiming to improve their AI algorithms.
Remotasks’ workforce handles tasks that are challenging for machines but straightforward for humans, such as object labeling, audio transcription, and data verification. By doing so, remote workers play a crucial role in training AI systems across industries like autonomous vehicles, natural language processing, and computer vision.
Beyond providing flexible employment worldwide, Remotasks contributes to the advancement of AI. We help companies enhance AI model accuracy and reliability, driving progress in fields like autonomous driving, virtual assistants, and medical image analysis.
Roles & Responsibilities – Software Engineer – AI Training
As a Software Engineer at Remotasks, your work-from-home role will involve:
- Data Preparation: Collect, clean, preprocess, and curate extensive datasets for AI model training, including data cleaning, normalization, and augmentation.
- Algorithm Development: Create, implement, and optimize machine learning algorithms and neural networks for diverse AI applications such as image recognition, natural language processing, and recommendation systems.
- Hyperparameter Tuning: Fine-tune model hyperparameters like learning rates and batch sizes to maximize model performance.
- Data Labeling: Collaborate with data annotators to ensure high-quality labeled data for supervised learning tasks.
- Model Training: Utilize frameworks like TensorFlow, PyTorch, or scikit-learn to train machine learning and deep learning models. Experiment with various architectures and hyperparameters to improve model accuracy and efficiency.
- Transfer Learning: Implement transfer learning techniques to adapt pre-trained models to specific tasks, saving time and resources.
- Model Evaluation: Design and conduct experiments to evaluate model performance, employing metrics like accuracy, precision, recall, F1-score, or custom evaluation criteria.
Skills Required – Software Engineer – AI Training for Work from Home Jobs
To excel in this work-from-home role, you’ll need:
Programming Languages: Proficiency in Python and libraries like NumPy, TensorFlow, PyTorch, and scikit-learn, commonly used in AI and machine learning.
Data Preprocessing: Strong skills in data cleaning, feature engineering, data augmentation, and data normalization to prepare datasets for training.
Machine Learning Algorithms: A deep understanding of various machine learning algorithms, including supervised and unsupervised learning, deep learning, and reinforcement learning, along with practical applications.
Neural Networks: Familiarity with neural network architectures like CNNs, RNNs, and transformers, along with experience in building and fine-tuning these networks.
Data Labeling and Annotation: Knowledge of data labeling and annotation processes, including the ability to collaborate with data annotators to ensure high-quality labeled datasets.
Hyperparameter Tuning: Expertise in optimizing hyperparameters and selecting suitable optimization algorithms to enhance model performance.
If you’re ready to embark on an exciting work-from-home journey with Remotasks and make a significant impact on the world of AI, apply now. Join us in shaping the future of artificial intelligence while enjoying the freedom of remote work!
The Recruitment Information Provided above is for Informational Purposes only. The above Recruitment Information has been taken from the official site of the Organization. We do not provide any Recruitment guarantee. Recruitment is to be done as per the official recruitment process of the company. We don’t charge any fee for providing this job Information.
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