Design, develop, and assess machine learning algorithms and systems in conjunction with a multidisciplinary team of data scientists, engineers, and subject matter experts
Build and deploy machine learning models and algorithms to tackle certain business challenges.
Large datasets should be gathered, processed, and analyzed to yield insightful results.
Work together to develop project objectives and comprehend needs with data scientists and domain experts.
Choose the best machine learning models and tweak them to get the best results.
For effective data intake, preprocessing, and feature engineering, design and deploy data pipelines.
To incorporate machine learning models into live systems, online applications, and APIs, work with software engineers.
Ensure the reliability and resilience of models by conducting experiments and executing an in-depth assessment of them
Keep up with the most recent developments in related technologies and machine learning
To promote knowledge sharing and uphold best practices, documentation of code, methodology, and conclusions is essential
Job Requirements:
Bachelor s/Master s degree in Engineering, Computer Science (or equivalent experience)
At least 6-8+ years of relevant experience as an ML Developer
Prior working experience with DevOps in moving the Models
Extensive programming skills with languages like Python, R, Java, or C++
Solid knowledge of machine learning principles and algorithms
Track record of success with well-known machine learning frameworks, such as TensorFlow, PyTorch, or scikit-learn
In-depth knowledge of effectively analyzing and manipulating data using libraries like Pandas and NumPy
Extensive working knowledge of all ML cycle stages, from design to implementation
Powerful analytical and problem-solving skills along with excellent interpersonal and teamwork skills
Comprehensive understanding of the principles and objectives of software engineering
Extensive knowledge in distributed computing and the Azure cloud platform.
Strong Azure ML environment experience
Experience with working remotely on projects is necessary
Having some articles or contributions to the machine learning community is desirable
Desirable is prior experience working in the healthcare sector
Excellent written and verbal English communication skills