Samyak Infotech

As a Machine Learning Engineer, youll be applying your expertise to help us develop a world-leading capability in this exciting and challenging domain. You will be responsible for contributing to the design, development, deployment, testing, maintenance and enhancement of ML software solutions. Primary responsibilities : - 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. - Work closely with data scientists/analyst to collaborate and support the development of ML data pipelines, platforms and infrastructure - Evaluate and validate the analysis with statistical methods. Also presenting this in a lucid form to people not familiar with the domain of data science / computer science. - Creation of microservices and APIs for serving ML models and ML services - Evaluating new machine learning methods and adopting them for our purposes. - Feature engineering to add new features that improve model performance. Required skills : - 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 working on real-world applications. - Strong programming background, e.g. Python, Pytorch, MATLAB, C/C++, Java, and knowledge of software engineering concepts (OOP, design patterns). - Knowledge of machine learning libraries Tensorflow, Keras, scikit-learn, pyTorch, - Excellent mathematical and skills and background, e.g. accuracy, significance tests, visualization, advanced probability concepts - Architecting and implementing end-to-end solutions for accelerating experimentation and model building - Working knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) - Ability to perform both independent and collaborative research. - Excellent written and spoken communication skills. Preferred qualification and experience : - B.E.\B. Tech\B.S. candidates' entries with 3+ years of experience in the aforementioned fields will be considered. - 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 preferr (ref:hirist.tech)