
Python (Ai/ml) 1 Year +
2 days ago
**About Us - Deftsoft**
**Job Summary**
**Key Responsibilities**
- Design, develop, and deploy machine learning models using Python.
- Work on data collection, preprocessing, and exploratory data analysis.
- Implement ML/DL algorithms and evaluate their performance.
- Build and maintain data pipelines for training and inference.
- Collaborate with cross-functional teams to integrate models into production.
- Visualize data and model results for non-technical stakeholders.
- Ensure code quality, performance optimization, and maintainability.
**Required Skills & Qualifications**
- **Core Python Skills**: Strong command over Python programming including OOPs, scripting, and libraries like NumPy, Pandas, etc.
- **Data Handling & Visualization**: Experience with data cleaning, processing, and visualization using libraries like Pandas, Matplotlib, Seaborn, Plotly.
- **Machine Learning & Deep Learning Frameworks**: Proficiency in ML/DL frameworks such as Scikit-learn, TensorFlow, Keras, or PyTorch.
- **AI/ML Specializations**: Hands-on knowledge in areas like classification, regression, clustering, NLP, or computer vision.
- **Cloud & Deployment Knowledge**: Understanding of deploying models using Flask/Django APIs, Docker, and basic cloud platforms like AWS, GCP, or Azure.
**Optional but Valuable Skills**
- Familiarity with MLOps tools and practices (e.g., MLflow, Kubeflow).
- Experience with version control (Git) and collaborative development.
- Exposure to databases (SQL, NoSQL) and data lakes.
Work Location: In person
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