Machine Learning

RxCloud; Oregon (WI); Hybrid; USD 90,000 - 130,000; Full time

Job summary

A leading tech company is seeking a Machine Learning Engineer to create and implement machine learning models. Responsibilities include studying data science prototypes, designing ML systems, and running experiments. Successful candidates should have proven experience in machine learning, strong programming skills in Python, Java, and R, as well as a solid understanding of algorithms and statistics. This position offers the opportunity to work on innovative projects in a dynamic environment.

Qualifications

• 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.

Responsibilities

• Study and transform data science prototypes.
• Design machine learning systems.
• Research and implement appropriate ML algorithms and tools.

Skills

Skills in statistics

Programming

Team collaboration

Analytical skills

Problem-solving skills

Education

BSc in Computer Science, Mathematics or similar field

Masters degree

Tools

Python

Java

R

Keras

PyTorch

scikit-learn

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)
• 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