What are the responsibilities and job description for the Machine Learning Engineer position at Omni Inclusive?
Role
Machine learning engineer [4 to 6 years exp]
Description
We are looking for Machine Learning Engineer with strong knowledge in designing and developing machine learning systems, implementing appropriate Client algorithms. You will have to work with data to create models, perform statistical analysis, and train and retrain systems to optimize performance. You will also be responsible to build efficient self-learning applications and contribute to advancements in artificial intelligence. You will also work closely with data team, application team closely to ensure efficient solutions
Responsibilities
Design machine learning systems
Research and implement appropriate Client 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 Client libraries and frameworks
Keep abreast of developments in the field
Requirements
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
Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
Experience in performing machine learning tasks in Azure or Google
Excellent communication skills
Ability to work in a team
Outstanding analytical and problem-solving skills
Top 3 Skills : 1. Machine learning
2. Google cloud
3. Python, Client Libraries
