About the Role
A Machine Learning Engineer is a candidate with knowledge in designing and deploying machine learning solutions. They possess deep expertise in algorithms, programming languages like Python, and specialized frameworks. This role involves leading complex machine-learning projects, making critical architectural decisions, optimizing models for performance, and collaborating with interdisciplinary teams. Machine Learning Engineers contribute to cutting-edge research, develop innovative solutions, and stay at the forefront of the field to deliver impactful and state-of-the-art machine learning applications.
Responsibilities
- Designing and programming machine learning methods and integrating them into our ML framework/pipeline.
- Evaluating and validating the analysis with statistical methods. Also presenting this in a lucid form to people not familiar with the domain of data science/computer science.
- Stay up-to-date with the latest advancements and trends in machine learning, deep learning, and related fields.
- Collaboratively design and implement machine learning systems and infrastructure, leveraging your experience to make informed decisions and drive successful outcomes.
Requirements
- B.E.\B. Tech\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 preferred.
- Background and knowledge of recent advances in machine learning, deep learning, natural language processing, and/or image/signal/video processing with 2+ years of professional work experience working on real-world data.
- Strong programming background, and knowledge of software engineering concepts (OOP, design patterns).
- Knowledge of machine learning libraries Tensorflow, Jax, Keras, Scikit-learn, PyTorch.
- Excellent mathematical skills and background, e.g. accuracy, significance tests, advanced probability concepts, linear algebra.
- Ability to perform both independent and collaborative research.
- Excellent written and spoken communication skills.