Engineering lead
About this job
We're looking for a hands-on engineering leader to own our technical roadmap, strengthen our data and search foundations, and build the engineering team behind them.
What you'll own
- Technical strategy and roadmap: Assess existing systems, identify architectural gaps and define a coherent technical roadmap across data, search and AI. Prioritise investments and make decisions about what to improve, simplify, replace or rebuild.
- Data and search engineering: Structure and drive work across ingestion, parsing, normalisation, knowledge modelling, indexing and retrieval. Establish clear ownership, milestones and measurable standards for data quality, coverage, freshness and search relevance.
- Engineering organisation: Build, grow and manage a multidisciplinary team spanning data, AI and software engineering. Own hiring, performance management and career development. Establish effective ways of working and develop technical leaders.
- Production excellence: Set engineering standards for system design, testing, deployment and observability. Drive improvements in reliability, performance and cost, including the evaluation and productionisation of AI applications.
- Product collaboration: Partner with product managers and materials experts to translate customer and functional problems into technical plans, engineering priorities and measurable outcomes.
What you bring
- Proven engineering management: Experience directly managing engineers through multiple cycles of team building, hiring, growth and organisational development, including coaching and performance management.
- Technical roadmap ownership: A track record independently defining and executing technical roadmaps for complex, data-intensive products or platforms, from diagnosing problems and evaluating approaches through to delivery.
- Data and search expertise: Substantial experience building or leading production data platforms, pipelines, search or retrieval systems, with a strong understanding of data quality, indexing and relevance.
- Strong engineering fundamentals: Sound architectural judgement across backend services, databases, distributed systems and APIs, with practical experience operating reliable production systems.
- Hands-on technical credibility: Strong production engineering experience in backend, data or search systems, with proficiency in relevant languages such as Java, Go, Scala, Python, Rust or C++. Comfortable reviewing architecture and code, challenging technical decisions and resolving complex engineering problems.
- Product-oriented leadership: Able to turn ambiguous requirements into actionable engineering plans, make pragmatic trade-offs and communicate clearly across disciplines.
Nice to have
- Search relevance, hybrid retrieval, RAG and LLM-powered applications.
- Document intelligence, OCR and structured information extraction.
- Ontologies, entity resolution and knowledge graphs.
- Scientific or technical data experience, particularly materials science, chemistry or patents.
Market insight
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Frequently asked questions
What salary can I expect?
The employer lists $10,000 – $18,000 for this role at PATSNAP PTE. LTD. in Singapore. For comparison, the local market median is about 4 800 $ based on 65 377 similar offers.
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