
AI Model Developer
3 days ago
Job Summary:
This position involves developing and deploying machine learning models using various frameworks and tools.
About the Role:
- We are seeking a skilled Machine Learning Engineer with experience in Python, AWS Sagemaker, FastAPI, Flask, Django, scikit-learn, PyTorch, xgboost, lightgbm, mlflow, Bitbucket, Jenkins, Nexus, Autosys, PySpark, Kafka, EMR Serverless, H2O.ai, Docker, and Kubernetes.
- The ideal candidate will have a solid understanding of machine learning lifecycle, including model development, training, validation, deployment, and monitoring.
- They should also have experience with ETL processes for ML pipelines using PySpark, Kafka, and AWS EMR Serverless.
- Familiarity with CI/CD pipelines, particularly those using Bitbucket, Jenkins, Nexus, and Autosys, is highly desirable.
- The successful candidate will be responsible for designing, developing, and deploying scalable and efficient machine learning models and pipelines.
Key Responsibilities:
- Design and develop machine learning models using various frameworks and tools.
- Develop and deploy scalable and efficient machine learning pipelines using AWS Sagemaker, mlflow, and other relevant technologies.
- Collaborate with cross-functional teams to integrate machine learning models into larger systems.
- Ensure high-quality code and documentation throughout the development process.
- Maintain and improve existing machine learning models and pipelines.
Qualifications:
- Bachelor's or Master's degree in Computer Science, Mathematics, Statistics, or related field.
- 5+ years of experience in machine learning engineering.
- Strong programming skills in Python, C++, Java, or other relevant languages.
- Experience with popular machine learning frameworks such as TensorFlow, PyTorch, scikit-learn, and Keras.
- Familiarity with containerization using Docker and orchestration using Kubernetes.
- Experience with cloud-based services such as AWS Sagemaker, Google Cloud AI Platform, and Microsoft Azure Machine Learning.
- Excellent problem-solving skills and ability to work independently.
Benefits:
- A competitive salary and bonus structure.
- A comprehensive benefits package, including medical, dental, and vision insurance.
- A 401(k) plan with company match.
- Generous paid time off and holidays.
- Professional development opportunities and training resources.
How to Apply:
- Please submit your resume and cover letter through our website.
- We thank all applicants for their interest; however, only those selected for an interview will be contacted.
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