Machine Learning

Job Description::

Machine Learning Engineer responsibilities include creating machine learning models and retraining systems. To do this job successfully, you need exceptional skills in statistics and programming. If you also have knowledge of data science and software engineering,

Responsibilities

Study and transform data science prototypes

Design machine learning systems

Research and implement appropriate ML algorithms and tools

Develop machine learning applications according to requirements

Select appropriate datasets and data representation methods

Run machine learning tests and experiments

Perform statistical analysis and fine-tuning using test results

Train and retrain systems when necessary

Extend existing ML libraries and frameworks

Keep abreast of developments in the field

Requirements and skills

Proven experience as a Machine Learning Engineer or similar role

Understanding of data structures, data modeling and software architecture

Deep knowledge of math, probability, statistics and algorithms

Ability to write robust code in Python, Java and R

Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)

Excellent communication skills

Ability to work in a team

Outstanding analytical and problem-solving skills

BSc in Computer Science, Mathematics or similar field; Masters degree is a plus

Originally posted on Himalayas