Full Stack Developer [AI Engineer]

Monroe Consulting Group; Eastern Visayas; On-site; PHP 400,000 - 600,000; Full time

Job summary

A leading consulting firm in the Philippines seeks an AI Engineer to design and deploy modular AI services and collaborate with product managers. Candidates should be proficient in C# and ML frameworks. This position plays a key role in delivering the company's AI services and digital strategy.

Qualifications

• Proficient in C# and the .NET ecosystem.
• Hands-on experience with ML frameworks like ML.NET, PyTorch, TensorFlow.
• Experience with CI/CD pipelines and automated testing.

Responsibilities

• Design, develop, and deploy modular AI services.
• Collaborate with architects and product managers.
• Implement and optimize AI pipelines.

Skills

Proficient in C#

Experience with Azure services

Familiarity with microservices architecture

Hands-on experience with ML frameworks

Experience building adaptive systems

Knowledge of MLOps practices

Job description

Purpose and Position in Organisation

The AI Engineer plays a pivotal role in shaping company's AI Services capabilities, including modular service endpoints, intelligent agents, and our AI orchestration platform. This role is central to delivering the digital strategy by providing technical implementation expertise across both customer-facing and internal AI solutions.

Reporting Line and People Management
Reports to: AI Technical Lead
Performance Outcomes / Accountabilities

• Timely delivery of robust, scalable AI services, agents and components.
• Demonstrated contribution to the performance, reliability, and reusability of AI solutions.
• Positive feedback from peers and stakeholders on technical implementation and collaboration.
• Active contribution to AI engineering standards and documentation.
• Measurable improvements in AI service performance, latency, and user satisfaction.
• Rapid deployment of prototype and MVP tools that accelerate validation and iteration cycles.

Key Responsibilities

• Design, develop, and deploy modular AI services and orchestration components that are scalable, reusable, and aligned with enterprise architecture.
• Translate technical requirements into clean, maintainable code and well-structured service implementations.
• Collaborate with architects, product managers, and other engineers to deliver AI capabilities that meet business and user needs.
• Rapidly prototype and deliver MVPs to test hypotheses, validate concepts, and gather early feedback from stakeholders.
• Implement and optimise AI pipelines, including model integration, inference services, and telemetry feedback loops.
• Contribute to the evolution of the AI orchestration platform, ensuring seamless integration of services, agents, and APIs.
• Apply best practices in software engineering, including CI/CD, automated testing, and secure coding.
• Fine-tune and deploy custom models, including LLMs, and support self-learning systems using feedback and telemetry.
• Work closely with data engineers to integrate AI services with structured and unstructured data sources, including knowledge graphs and semantic search.
• Maintain technical documentation and ensure compliance with governance and security standards.
• Participate in code reviews, technical discussions, and continuous improvement initiatives.

Technical Skills
Core Development & Platform Expertise

• Proficient in C# and the .NET ecosystem
• Experience with Azure services (e.g., Azure Functions, App Services, DevOps, API Management, AI Search).
• Familiarity with microservices architecture, RESTful APIs, and service orchestration patterns.
• Comfortable using generative AI tools to support development workflows.

AI & Machine Learning

• Hands-on experience with ML frameworks (e.g., ML.NET, PyTorch, TensorFlow).
• Skilled in fine-tuning and evaluating models, including LLMs and transformer-based architectures.
• Familiarity with prompt engineering, RAG, and agent-based AI systems.
• Experience building adaptive systems using feedback loops and telemetry.

Data Engineering & Integration

• Understanding of ETL/ELT pipelines and real-time data streaming (Databricks, Snowflake a plus).
• Experience with search technologies and knowledge graph integration.
• Proficient in integrating AI services with diverse data sources.

DevOps & Quality

• Familiar with CI/CD pipelines and automated testing.
• Knowledge of MLOps practices for deploying and monitoring AI models in production environments.

Behaviors
Make things happen
Communicating and Influencing

• Communicates with colleagues & clients/stakeholders appropriately and professionally, projecting confidence and expertise.
• Chooses appropriately from varied communication methods based on context.
• Actively listens when others are speaking, demonstrating understanding and asking questions to clarify if required.
• Communicates ideas and information, highlighting key elements in an appropriate format.

Accountability

• Clarifies expectations and regularly reflects on own performance in order to deliver high quality outcomes.
• Uses knowledge and expertise to effectively manage own time and tasks without relying on continuous supervision.
• Identifies and constructively calls out when others should take ownership for tasks.
• Upholds process and best practices to ensure operational effectiveness.

Champion Technology
Analysing and Problem Solving

• Analyses data and uses it to support their ideas and suggestions.
• Proactively conducts research to develop understanding prior to meetings and actions.
• Shares own knowledge and insights, and seeks input from colleagues to enhance understanding of a problem and reach the best solution.
• Asks thoughtful questions to fully understand a situation or issue.

Ignite growth
Openness to learning

• Seeks feedback from peers and managers and reflects on how to.
• Proactively seeks challenging opportunities for learning, upskilling or general personal growth.
• Shares expertise to aid the development of others.
• Provides specific and constructive feedback to others when asked to support their development.