Data Scientist - R/Python

Job Description : Role : Data Scientist Position Brief : The Data Scientist will be responsible for developing, optimizing, and implementing deep learning models to solve real-world problems and applications specifically related to aviation and other domains. The role will drive the application of analytical, statistical, and programming skills to collect, analyze, and interpret large datasets, developing solutions to enhance airport operations. The role is responsible for : Utilizing machine learning and computer vision techniques to deliver solutions for object classification, detection, recognition, and segmentation, and managing the development and deployment of neural networks and machine learning models to solve real-world problems. Location : Hyderabad Primary Roles Responsibilities : The primary role of the candidate will be : - Apply machine learning and computer vision techniques for object classification, detection, recognition, and segmentation. - Design, develop, train, validate, and deploy neural networks and machine learning models for computer vision applications. - Utilize tools such as Python, R, Flask, NumPy, Pandas, NLTK, SciPy, TensorFlow, Keras, PyTorch, and OpenCV for model development. - Build and fine-tune deep learning, machine learning, and reinforcement learning models for various tasks. - Develop models on image, video, and audio data for classification, detection, recognition, and segmentation using transformers and algorithms. - Evaluate model performance using metrics such as accuracy, precision, recall, F1-score, and AUC, addressing overfitting/underfitting issues. - Build APIs for AI-ML models, implement MLOps, and automate processes. - Stay updated with new AI/ML technologies and innovations. - Utilize software development and agile methodologies. - Develop Python solutions in a Linux environment. - Work with databases such as MySQL/PostgreSQL and cloud-native databases. - Implement data warehouse solutions on cloud platforms. Required Soft Skills : - Strong analytical and problem-solving skills. - Ability to collaborate with innovation and research teams. - Excellent communication skills and the ability to lead projects from concept to deployment. - Working Experience and Qualification: Education : - Master's degree in computer science/Information Technology with demonstrated experience in AI-ML. Experience : - 5-9 years of work experience in AI-ML. - Proven experience in object detection and video analytics, preferably using YOLO or similar frameworks. - Experience in deploying models using ML frameworks like YOLO, TensorFlow, and PyTorch. Skills : - Expertise in Python, R programming, and AI-ML tools. - Hands-on experience with platforms like OpenAI and Azure. - Knowledge of microservices deployment using Linux/Kubernetes (Azure Kubernetes Service). - Experience with NLP/Transformers-based models for data analytics and optimization (ref:hirist.tech)

Location: hyderabad, IN

Posted Date: 4/3/2025