Ml/data Analytics

5 days ago

Kolkata West Bengal, India WTW Full time

202503641
- Kolkata, West Bengal, India
- Siliguri, West Bengal, India
- Bevorzugt

**Description**:
**Summary**:
**Role**:
As a machine learning engineer, your primary responsibilities include:

- Develop and implement data-driven ML predictive models to advance intelligent automation and reporting
- Assess, analyze, and organize large datasets to extract meaningful insights
- Execute tests to validate machine learning models and algorithms
- Optimize machine learning models for improved performance and accuracy
- Collaborate with cross-functional teams to integrate machine learning solutions into existing systems
- Monitor and maintain machine learning models to ensure ongoing accuracy and efficiency
- Document processes, methodologies, and model performance for transparency and reproducibility
- Troubleshoot and resolve issues related to machine learning model deployment and operation
- Mentor and provide technical guidance to junior engineers, sharing best practices and fostering a culture of continuous learning

**Qualifications**:
**Requirements**:

- A bachelor's degree or master's degree in computer science, data science, or a related field
- 5+ years of experience in machine learning, data engineering, or software development
- Strong programming skills and proficiency in languages commonly used for ML and related tasks
- Big Data skills and be proficiency in data structures, modeling, and visualization
- Proven background in statistical analysis and data analysis to support model training and evaluation
- Excellent communication skills for working with stakeholders and translating technical concepts
- Proficiency in Python and ML frameworks (TensorFlow, PyTorch, scikit-learn); experience with production-quality code
- Strong background in statistics, mathematics, and data science
- Experience with cloud platforms (AWS, GCP, Azure) and deploying ML models at scale is a plus

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