Python with Ai/ml

2 days ago

Bengaluru Karnataka, India JK Tech Full time

ID: 2409 | 3-5 yrs | Bengaluru

**Roles and Responsibilities**:
**Key Responsibilities**:

- Implement unsupervised learning algorithms to uncover hidden patterns and insights from large datasets.
- Collaborate with cross-functional teams to gather requirements and deliver scalable ML solutions.
- Perform data preprocessing, feature extraction, and data augmentation to enhance model performance.
- Design and conduct experiments to validate and optimize unsupervised learning models.
- Utilize ML libraries and frameworks (e.g., Scikit-learn, TensorFlow, PyTorch) to build and deploy models.
- Document and present findings and insights to stakeholders in a clear and concise manner.
- Stay updated with the latest advancements in machine learning and AI technologies.

**Required Qualifications**:

- Bachelor’s or Master’s degree in Computer Science, Engineering, Data Science, or a related field.
- Proven experience as a Python Developer, with a strong portfolio of ML projects.
- In-depth knowledge of unsupervised learning techniques (e.g., clustering, anomaly detection, dimensionality reduction).
- Proficiency in Python and ML libraries (e.g., NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch).
- Experience with data preprocessing and transformation techniques.
- Strong understanding of statistics, probability, and linear algebra.
- Ability to work independently and as part of a team in a fast-paced environment.
- Excellent problem-solving skills and attention to detail.
- Strong communication skills, both written and verbal.

**Preferred Qualifications**:

- Experience with big data technologies (e.g., Hadoop, Spark).
- Familiarity with cloud platform like AWS and deploying ML models in production.
- Knowledge of deep learning architectures and frameworks.
- Prior experience in a relevant industry (e.g., healthcare, finance, retail).
- Publications or contributions to open-source ML projects.

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