Education- Bachelor’s/Master’s in Computer Science
Certifications (Optional but helpful):
Google Professional ML Engineer
IBM AI Engineering
Must have DeepLearning.AI Specializations (Coursera
Experience Required- 1 to 3years
Job Description:
We are seeking a skilled Application Developer proficient in Python and R to design, develop, and deploy AI-driven applications. The ideal candidate will possess a strong foundation in mathematics and statistics, coupled with hands-on experience in machine learning and deep learning frameworks.
Key Responsibilities:
- Develop and maintain scalable applications utilizing Python and R.
- Implement machine learning models using frameworks such as TensorFlow, PyTorch, and Keras.
- Apply mathematical concepts including linear algebra, probability, statistics, and calculus to optimize neural network performance.
- Employ optimization techniques like gradient descent to enhance model accuracy.
- Conduct data preprocessing and feature engineering to prepare datasets for modeling.
- Work with large datasets using tools like NumPy, Pandas, Dask, and Spark.
- Evaluate model performance using metrics such as accuracy, precision, recall, F1-score, and ROC-AUC.
- Collaborate with cross-functional teams to integrate AI solutions into applications.