The AI Engineer design, build, and maintain production-grade AI systems across our product and data platforms. You will work at the intersection of large language models, agentic workflows, and scalable MLOps infrastructure, owning end-to-end delivery from data ingestion through to model deployment and monitoring.

In addition, this role includes hands-on responsibility for internal IT infrastructure and end-user computing in a growing team environment.

Key Responsibilities

AI Engineering & Systems Development

• Design and develop LLM-powered applications including RAG pipelines, prompt engineering systems, and fine-tuned model integrations for production use cases

• Build and maintain multi-agent AI systems using orchestration frameworks (e.g. LangGraph, or equivalent), including tool use, memory management, and agent-to-agent communication

• Construct robust data pipelines for feature engineering, ingestion, transformation, and serving — ensuring data quality and lineage across the ML lifecycle

• Implement and manage MLOps infrastructure including model registries, CI/CD for ML, experiment tracking, and automated retraining workflows

• Deploy and monitor models in cloud environments, establishing observability tooling for latency, drift, and reliability

• Evaluate and integrate third-party AI services, vector databases, and embedding models into production stacks

• Document architectures, conduct code reviews, and contribute to internal engineering best practices

In-house IT & Infrastructure Support

• Manage and maintain internal office IT infrastructure, including network setup, routers, switches, and connectivity troubleshooting

• Implement and monitor data backup strategies (local and cloud) to ensure data integrity, security, and disaster recovery readiness

• Configure and provision user workstations, including OS setup, software installation, access control, and security policies

• Provide technical support to employees on hardware, software, and network-related issues

• Maintain IT documentation, asset inventory, and standard operating procedures for internal systems

• Ensure basic cybersecurity hygiene, including user access management, endpoint protection, patching, and updates

Required Skills

• 2–5 years of hands-on software or ML engineering experience

• Proficiency in Python; familiarity with TypeScript is a plus

• Experience with LLM APIs (OpenAI, Anthropic, Gemini) and prompt engineering techniques

• Practical knowledge of RAG architectures and vector databases (e.g. Pinecone, Weaviate, pgvector)

• Exposure to agentic frameworks such as LangChain, LangGraph, or CrewAI

• Solid understanding of ML fundamentals: training, evaluation, fine-tuning, and model drift

• Experience with MLOps tooling: MLflow, Weights & Biases, or equivalent

• Cloud platform experience — AWS, GCP, or Azure (containerisation with Docker/Kubernetes preferred)

• Basic knowledge of IT infrastructure, networking, and end-user system support

Good to Have

• Familiarity with LLM evaluation frameworks (RAGAS, DeepEval, or custom evals)

• Knowledge of guardrails, safety filtering, and responsible AI practices

• Experience working in an agile / squad-based delivery model

• Exposure to IT security best practices and backup/recovery systems

Why Krislite

Join Krislite, a top player in the lighting industry, and be part of a dynamic, forward-looking team that values initiative, collaboration, and growth. Work alongside experienced colleagues across design, procurement, logistics, and site operations to deliver impactful lighting solutions for our clients.

As a company embracing automation and AI-driven tools, we continuously enhance our processes to work smarter and create better outcomes for our clients and our team. We welcome energetic individuals with a proactive and progressive mindset who are eager to contribute, learn, and grow together with the company.

The Administrative Assistant (Office & Facilities) provides administrative support for office operations and building facilities management. The role focuses on maintaining organized documentation, coordinating facilities-related activities, and supporting day-today office administration. This role requires a detail-oriented individual who is proficient in digital tools and systems, with the ability to maintain well-structured filing systems and ensure accurate record-keeping to support efficient office and facilities operations.

Key Responsibilities

Office Administration

• Support daily office administrative functions to ensure smooth operations.

• Maintain and organize company documents, records, and shared filing systems.

• Prepare reports, spreadsheets, and documentation as required.

• Coordinate internal administrative matters and support cross-functional teams.

Facilities & Building Management Support

• Maintain building maintenance records, service reports, and compliance documentation.

• Coordinate with vendors, contractors, and service providers for maintenance works and servicing schedules.

• Track maintenance timelines, service requests, and follow up on completion of works.

• Ensure proper documentation and filing of facilities-related records.

• HR Administrative Support

• Assist with HR administrative tasks such as maintaining employee records and documentation.

• Support recruitment coordination, including interview scheduling and candidate documentation.

• Ensure HR records are properly organized in digital systems.

IT & Digital Administration

• Maintain structured digital filing systems and shared drives (e.g., Microsoft Teams, cloud platforms).

• Support document control and version management across departments.

• Utilise Microsoft Office tools (Excel, Word, Outlook, Teams) for reporting, tracking, and coordination.

Qualifications & Experience

• Diploma in Business Administration or related discipline.

• 2 years of experience in office administration, facilities support, or administrative roles preferred.

• IT-savvy with strong proficiency in Microsoft Office (Excel, Word, Outlook, Teams) and digital tools.

• Strong organizational and documentation skills with attention to detail.

• Good communication and coordination abilities.

• Ability to manage multiple administrative tasks independently in a structured manner.

Why Krislite

Join Krislite, a top player in the lighting industry, and be part of a dynamic, forward-looking team that values initiative, collaboration, and growth. Work alongside experienced colleagues across design, procurement, logistics, and site operations to deliver impactful lighting solutions for our clients.

As a company embracing automation and AI-driven tools, we continuously enhance our processes to work smarter and create better outcomes for our clients and our team. We welcome energetic individuals with a proactive and progressive mindset who are eager to contribute, learn, and grow together with the company.