Nirmitee.io - Machine Learning/Artificial Intelligence Engineer - Generative AI
4 weeks ago
Job Description :
- AI/ML Specialist
- We are seeking a talented AI/ML Specialist to join our dynamic team.
- The ideal candidate will have hands-on experience in model building, a deep understanding of unsupervised algorithms, and the ability to work with large datasets for inference.
- Exposure to MLOps frameworks and processes is a plus.
Key Responsibilities :
- Develop and deploy AI/ML models with a focus on unsupervised learning algorithms.
- Handle large-scale data for inference, ensuring data integrity, accuracy, and scalability.
- Design and implement efficient data pipelines to support model training and deployment.
- Collaborate with cross-functional teams to integrate AI/ML models into business applications.
- Monitor and improve model performance, ensuring optimal outcomes.
- Implement MLOps practices for continuous integration and deployment (optional but preferred).
- Stay updated with the latest advancements in AI/ML technologies and methodologies.
Required Skills and Qualifications :
Education :
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
Experience :
- Proven experience in AI/ML model development and deployment.
- Proficiency in unsupervised learning algorithms such as clustering, anomaly detection, or dimensionality reduction.
- Working with large datasets and Big Data tools (e.g, Spark, Hadoop, or similar frameworks).
Technical Skills :
- Expertise in Python, R, or similar programming languages.
- Familiarity with libraries and frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Knowledge of data preprocessing and feature engineering techniques.
Preferred Skills :
- Exposure to MLOps frameworks and tools (e.g, MLflow, Kubeflow, or similar).
- Experience with cloud platforms (AWS, Azure, GCP) for model deployment and scaling.
- Knowledge of containerization tools like Docker and orchestration platforms like Kubernetes.
Soft Skills :
- Strong analytical and problem-solving abilities.
- Excellent communication and collaboration skills.
- Ability to work independently and in a team-oriented environment
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