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Advanced Machine Learning Engineer Position in Digital Transformation
1 month ago
At NestorBird, we are seeking an experienced Advanced Machine Learning Engineer to join our team and drive digital transformation across industries. This is a fantastic opportunity for a talented professional to work on cutting-edge ERP solutions that streamline operations, drive growth, and fuel innovation.
Company OverviewNestorBird has a legacy of over 200 successful ERP implementations across 20+ countries, empowering global businesses to thrive through data-driven solutions.
Estimated Salary Range: $120,000 - $180,000 per annumThis compensation range is estimated based on industry standards, the required skills and qualifications, and the location (Mohali WFO / Remote / WFH Available).
Job Description:As an Advanced Machine Learning Engineer, you will be responsible for designing, developing, and deploying machine learning systems that drive our data-driven solutions. You will work closely with data scientists, software engineers, and product teams to deliver high-quality results.
Main Responsibilities:- Design and implement machine learning algorithms and models using Python.
- Collaborate with data scientists to analyze and preprocess data, ensuring efficient and effective processing.
- Build and maintain scalable machine learning pipelines, leveraging cloud platforms like AWS and containerization technologies such as Docker and Kubernetes.
- Optimize models for performance and efficiency, conducting experiments and validating model performance using appropriate metrics.
- Train, retrain, and monitor machine learning systems and models as needed, troubleshooting and debugging models and applications when necessary.
- Strong understanding of data structures, data modeling, software architecture, and software scalability.
- Proven experience as a Machine Learning Engineer, particularly writing machine learning systems in Python that were put into production.
- Proficiency with ML frameworks such as Scikit-learn and experience applying software development best practices.
- Strong programming skills in Python, with experience working with data processing tools and libraries like Pandas and NumPy.
- Familiarity with automating deployments using Helm and experience with particularities and limitations of data formats like Arrow and Parquet.
We offer a dynamic and supportive work environment, opportunities for career growth and development, and a competitive salary range ($120,000 - $180,000 per annum) based on your experience and qualifications.
Join our team and contribute to shaping the future of digital transformation at NestorBird.