ML Engineer
About NETSOL: NETSOL Technologies is at the forefront of providing sophisticated software and services for asset financing and leasing. Our solutions cater to the automotive, equipment, banking, and lending industries with our comprehensive suite of IT services, including software development, AWS consulting, AI/ML and more.
Responsibilities:
- Develop and implement machine learning models and algorithms.
- Optimize and scale ML solutions for production environments.
- Collaborate with data scientists and engineers to integrate ML models into existing systems.
- Conduct experiments and perform hyper parameter tuning to enhance model performance.
- Monitor and maintain ML models in production, ensuring robustness and reliability.
- Proficiency in programming languages such as Python, R, or Java.
- Strong understanding of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
- Experience with data manipulation and analysis tools (e.g., Pandas, NumPy).
- Knowledge of cloud platforms and their ML services (e.g., AWS SageMaker, Google Cloud AI, Azure ML).
- Familiarity with version control systems (e.g., Git) and CI/CD pipelines for ML deployment.
- Experience with big data technologies (e.g., Hadoop, Spark) and data processing pipelines.
- Understanding of MLOps practices and tools for model monitoring and management.
Preferred Skills:
- Experience with deep learning architectures (e.g., CNNs, RNNs, GANs).
- Knowledge of natural language processing (NLP) and computer vision techniques.
- Familiarity with containerization technologies (e.g., Docker, Kubernetes) for deploying ML models.
- 2-6 years of experience in machine learning engineering or related roles.
- Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, or a related field.
Why NETSOL? Join our innovative team that values creativity and collaboration. We provide our employees with opportunities for professional growth in a supportive and forward-thinking environment.
Careers@netsoltech.com