#Hiring at TESCRA ❗ ❗ ❗

#Tescra

#ITJobs

▶️ We are excited to announce that we are hiring for

#MLOPs Engineer / Devops Engineer

JOB DESCRIPTION and Core Technical Skills Required

Programming & Development

▪️ Python: Advanced proficiency in Python development

▪️ Software Design: Ability to create maintainable, well-tested code with proper error handling

▪️ API Development: Experience creating RESTful services and endpoints

◼️ DevOps & Infrastructure

➡️ Containerization: Docker image building and optimization

➡️ Package Management: Creating and maintaining Python packages and dependencies

➡️ Orchestration: Experience with Kubernetes and/or RunAI .

➡️ CI/CD: GitHub Actions workflow design and implementation .

➡️ Cloud Platforms: GCP experience, particularly with tools like Cloud Batch or similar services .

➡️ Resource Management: GPU allocation and workload optimization

➡️ Infrastructure Automation

Workflow Pipelines: Design and implementation of automated data workflows (processing, evaluation, deployment) .

Artifact Management: Experience with versioning, storage, and metadata tracking for models or data artifacts .

Data Versioning: Implementing dataset versioning and change management .

Format Conversion: Knowledge of artifact optimization and format conversion (e.g., ONNX, TFLite, TensorRT, SNPE) .

◼️ Testing & Quality Assurance

Automated Testing: Unit, integration, and E2E test implementation for software systems

Performance Evaluation: Metrics calculation and performance benchmarking

Additional Technologies [Optional]

Configuration Systems: Experience with Hydra or similar configuration frameworks

Experiment Tracking: Familiarity with W&B, MLflow, or similar tracking tools

Image Processing: Understanding of computer vision workflows and image handling tasks

Current Projects & Responsibilities

☑️ Design and implement end-to-end deployment and monitoring pipelines .

☑️ Create automated workflows for data processing, quantization, conversion, and evaluation .

☑️ Develop version-controlled registries with comprehensive metadata capabilities .

☑️ Build systems for automated testing across multiple target architectures .

☑️ Implement robust data versioning and dataset management solutions .

☑️ Maintain CI/CD pipelines for software and system lifecycle management .

☑️ Optimize Docker environments for development and deployment.

☑️ Develop Python libraries and APIs for internal consumption .

➡️ Experience : 6Years (min)

📍 Location : Bengaluru

🟥 Devops + GCP with Python is Mandatory 🟥

🟥 IMMEDIATE JOINERS/15days notice period & Bengaluru Candidates are more Preferred .

📩 Interested candidates DM to the mentioned mail ID

sivani.panda@tescra.com

#Python

#kubernets

#MLOPS

#Devops

#MLOPsEngineer

#GCP

#Hydra

#runAI