Samyak Infotech

1 week ago

Ahmedabad India Samyak Infotech Pvt. Ltd. Full time

Job Description Job Role : Machine Learning Engineer. 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. - 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 - Knowledge of machine learning libraries Tensorflow, Keras, scikit-learn, pyTorch,. - Excellent mathematical and skills and background - 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. (ref:hirist.tech)

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