Samyak Infotech - Machine Learning Engineer - NLP/Tensorflow

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