Machine Learning Engineer

You will be responsible for contributing to the design, development, deployment, testing, maintenance, and enhancement of ML software solutions. Your primary responsibilities as a Machine Learning Engineer will include: - Applying machine learning, deep learning, and signal processing on large datasets (Audio, sensors, images, videos, text) to develop models. - Architecting large scale data analytics / modeling systems. - Designing and programming machine learning methods and integrating them into our ML framework / pipeline. - Collaborating with data scientists/analyst to support the development of ML data pipelines, platforms, and infrastructure. - Evaluating and validating the analysis with statistical methods and presenting it in a clear manner to individuals not familiar with data science/computer science. - Creating microservices and APIs for serving ML models and ML services. - Evaluating new machine learning methods and incorporating them for our needs. - Conducting feature engineering to enhance model performance. Your required skills for this role include: - Background and knowledge of recent advances in machine learning, deep learning, natural language processing, and/or image/signal/video processing with around 5 years of professional work experience. - Strong programming background in Python, Pytorch, MATLAB, C/C++, Java, and knowledge of software engineering concepts (OOP, design patterns). - Knowledge of machine learning libraries such as Tensorflow, Keras, scikit-learn, pyTorch. - Excellent mathematical skills including accuracy, significance tests, visualization, and advanced probability concepts. - Architecting and implementing end-to-end solutions for accelerating experimentation and model building. - Working knowledge of various machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.). - Ability to conduct independent and collaborative research. - Excellent written and spoken communication skills. Preferred Qualification And Experience: - B.E./B.Tech./B.S. candidates with 3+ years of experience in machine learning, deep learning, natural language processing, or image/signal processing. - M.E./M.S./M.Tech./PhD preferably in fields related to Computer Science with experience in machine learning, image and signal processing, or statistics. (Note: Any additional details about the company were not mentioned in the job description.),