Honeywell Software Engr II 

Philippines, Pampanga 

227533588

Key Responsibilities:

· Design, develop, test, deploy, and maintain high-quality, scalable, and secure Python-based RESTful APIs.

· Collaborate closely with Data Scientists, ML Engineers, and Platform Engineers to understand requirements for integrating ML models.

· Develop API endpoints and backend logic to support various ML model lifecycle management tasks, including:

o Model Training orchestration and monitoring.

o Implementing "Bring Your Own Model" (BYOML) capabilities.

o Facilitating Edge deployment workflows for ML models.

o Handling model conversion processes between different formats (e.g., TensorFlow SavedModel, ONNX, PyTorch JIT, TFLite).

· Integrate APIs with existing cloud infrastructure, databases, and messaging systems.

· Write clean, maintainable, well-documented, and testable code following best practices.

· Participate in code reviews, design discussions, and contribute to improving development processes.

· Troubleshoot and resolve issues related to API performance, reliability, and integration points.

· Stay current with emerging trends and technologies in Python development, API design, MLOps, and relevant ML frameworks.

· Contribute to the automation of deployment pipelines (CI/CD).

Basic Qualifications:

· Bachelor's degree in Computer Science, Software Engineering, or a related technical field.

· 3+ years of professional software development experience.

· Minimum 2+ years of hands-on experience developing backend services and APIs using Python.

· Proven experience with Python web frameworks such as Flask, FastAPI, or Django.

· Solid understanding of RESTful API design principles and best practices.

· Good knowledge of Machine Learning concepts and the typical ML model lifecycle (data prep, training, evaluation, deployment, monitoring).

· Familiarity with ML frameworks like TensorFlow/Keras or PyTorch, particularly concerning model saving, loading, and serving.

· Experience with version control systems, preferably Git.

· Strong problem-solving and analytical skills.

· Excellent communication and teamwork abilities.

Preferred Qualifications:

· Master's degree in Computer Science or a related field.

· Experience working with cloud platforms (e.g., Azure, AWS, GCP) and their ML services (e.g., Azure ML, SageMaker, Vertex AI).

· Experience with containerization technologies like Docker and orchestration tools like Kubernetes.

· Experience building and maintaining CI/CD pipelines (e.g., Jenkins, Azure DevOps, GitLab CI, GitHub Actions).

· Hands-on experience specifically implementing solutions for BYOML, Edge deployment, or model conversion.

· Knowledge of MLOps principles and tools (e.g., MLflow, Kubeflow).

· Experience with relational (SQL) and/or NoSQL databases.

· Familiarity with asynchronous programming in Python (e.g., asyncio).

· Experience working in an Agile/Scrum development environment.

· Experience in industrial IoT or related domains.

• JOB ID: HRD261872
• Category: Engineering
• Location: HW Camp II,Bldgs 9A&9B,Plot C2,RMZ Ecoworld,Varturhobli,Sarjapur Marathahalli Outer Ring Road,Bangalore,KARNATAKA,560103,India
• Exempt