Software Engineer - Mlops (genai & Llm Focus)
- Sutherland Global
- 2 - 4 years
- Hyderabad
- 21 days ago
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Job Description
Role Overview
We are seeking a Software Engineer with MLOps skills to contribute to the deployment, automation, and monitoring of GenAI and LLM-based applications . You will work closely with AI researchers, data engineers, and DevOps teams to ensure seamless integration, scalability, and reliability of AI systems in production.
Key Responsibilities
1. Deployment & Integration
- Assist in deploying and optimizing GenAI/LLM models on cloud platforms (AWS SageMaker, Azure ML, GCP Vertex AI).
- Integrate AI models with APIs, microservices, and enterprise applications for real-time use cases.
2. MLOps Pipeline Development
- Contribute to building CI/CD pipelines for automated model training, evaluation, and deployment using tools like MLflow, Kubeflow, or TFX.
- Implement model versioning, A/B testing, and rollback strategies.
3. Automation & Monitoring
- Help automate model retraining, drift detection, and pipeline orchestration (Airflow, Prefect).
- Assist in designing monitoring dashboards for model performance, data quality, and system health (Prometheus, Grafana).
4. Data Engineering Collaboration
- Work with data engineers to preprocess and transform unstructured data (text, images) for LLM training/fine-tuning.
- Support the maintenance of efficient data storage and retrieval systems (vector databases like Pinecone, Milvus).
5. Security & Compliance
- Follow security best practices for MLOps workflows (model encryption, access controls).
- Ensure compliance with data privacy regulations (GDPR, CCPA) and ethical AI standards.
6. Collaboration & Best Practices
- Collaborate with cross-functional teams (AI researchers, DevOps, product) to align technical roadmaps.
- Document MLOps processes and contribute to reusable templates.
Technical Skills
- Languages: Proficiency in Python and familiarity with SQL/Bash.
- ML Frameworks: Basic knowledge of PyTorch/TensorFl
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: DevOpsRole: DevOps EngineerEmployement Type: Full timeContact Details:
Company: Sutherland GlobalLocation(s): Hyderabad+ View Contact
Keyskills: Computer science Automation orchestration GCP Enterprise applications Cloud Data quality Open source SQL Python
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