Ai - Ml

4 days ago

Noida Uttar Pradesh, India WNS Full time

**Expertise in Model Development**:

- Develop and fine-tune machine learning models.
- Ensure models are accurate, efficient, and tailored to our specific needs.

**2. Quality Assurance**:

- Rigorously evaluate models to identify and rectify errors.
- Maintain the integrity of our data-driven decisions through high performance and reliability.

**3. Efficiency and Scalability**:

- Streamline processes to reduce time-to-market.
- Scale AI initiatives and ML engineering skills effectively with dedicated model training and testing.

**4. Production ML Monitoring & MLOps**:

- Implement and maintain **model monitoring pipelines**to detect data drift, concept drift, and model performance degradation.
- Set up alerting and logging systems using tools such as Evidently AI, WhyLabs/Prometheus + Grafana or cloud-native solutions (AWS SageMaker Monitor, GCP Vertex AI, Azure Monitor **)**.
- Collaborate with teams to integrate monitoring into CI/CD pipelines, using platforms like Kubeflow, MLflow, Airflow, and Neptune.ai.
- Define and manage automated retraining triggers and model versioning strategies.Ensure observability and traceability across the ML lifecycle in production environments.**Qualifications**:
**Qualifications**:

- 5+ years of experience in the respective field.
- Proven experience in developing and fine-tuning machine learning models.
- Strong background in quality assurance and model testing.
- Ability to streamline processes and scale AI initiatives.
- Innovative mindset with a keen understanding of industry trends.
- License/Certification/Registration

**Job Location**:

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