LLM Direction Algorithm Engineer
1 day ago
Design and implement algorithms that steer or direct LLM output such as: controlling tone/voice/persona, enforcing constraints (e.g., style, accuracy, safe behavior), prompting/control flow, tool‐use by the model, and multi‐step reasoning workflows. Work on post‐training processes such as supervised fine‐tuning (SFT), reinforcement learning from human feedback (RLHF), reward modelling and alignment techniques to shape model behavior. For example, one job listing describes "advanced post‐training of large language models (e.g. SFT, RLHF/RLAIF...)". Build and maintain evaluation & benchmark pipelines for behavior: e.g., factuality, bias/ethics, latency, throughput, tool‐calls, JSON‐schema compliance, multi‐round interaction, hallucination detection. For instance: "Build offline and live eval pipelines for alignment, factuality, grounding, and hallucinations."Optimize inference architecture and serve models at scale: e.g., context window management, checkpoint routing, efficient serving, adapter/LoRA training, distributed training/inference frameworks. As one role states: "Design, deploy, and operate Model Context Protocol (MCP) servers ... manage context windows."Collaborate with research, product, safety, and infrastructure teams to integrate directed‐LLM capabilities into product experiences—ensuring the model's behavior meets user intent, product goals, and safety/ethics standards. Investigate and adopt state‐of‐the‐art techniques in LLM alignment, prompting/steering, retrieval‐augmented generation (RAG), multi‐modal integration, agentic behavior, and emergent capabilities. What We're Looking For / Qualifications Required: MS or PhD in Computer Science, Machine Learning, NLP, AI, or equivalent experience. Strong programming skills (Python) and experience with ML frameworks (e.g., PyTorch, TensorFlow) as well as working knowledge of Transformer‐based LLMs (e.g., LLaMA, GPT‐4, Falcon, etc.). Solid understanding of NLP fundamentals (language modelling, sequence‐to‐sequence, embeddings, attention mechanisms) and experience in tasks such as question‐answering, summarisation, dialogue, retrieval. Experience with at least one of: fine‐tuning LLMs, RLHF, alignment work, prompt engineering, RAG setups. Good software engineering skills: end‐to‐end system building (data pipelines, model training, serving/inference, evaluation). Strong analytical/problem‐solving skills and ability to work cross‐functionally in a fast‐moving environment. Preferred: Hands‐on experience with distributed training/inference frameworks: e.g., DeepSpeed, FSDP, vLLM, Triton. Experience with tool‐use by LLMs, function‐calling, agents, multi‐step reasoning workflows—e.g., "aligning models for reliable JSON‐schema function calls and external tool usage". Familiarity with safety, bias/ethics, fairness, adversarial robustness in LLMs. Experience with multi‐modal (text+image+code) or agentic interfaces. Publications in top ML/NLP/AI conferences (ICLR, NeurIPS, ACL, EMNLP) or strong open‐source contributions. #J-18808-Ljbffr
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LLM Algorithm Engineer
2 weeks ago
Singapore Baidu, Inc. Full timeAlgorithm Engineer Responsibilities Responsible for direction planning and key technological advancements in Natural Language Processing / Multimodal Large Language Models techniques based on large-scale data. Research areas include but are not limited to optimizing architectures for large language models, multimodal learning, self-supervised representation...
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LLM Algorithm Engineer
3 days ago
Singapore CoinMarketCap Full timeDescription Join to apply for the LLM Algorithm Engineer role at CoinMarketCap . Advanced post-training of large language models (e.g., SFT, RLHF/RLAIF, continual pretraining). Aligning models for reliable JSON-schema function calls and external tool usage. Design, deploy, and operate Model Context Protocol (MCP) servers that handle checkpoint routing,...
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LLM Algorithm Engineer
3 days ago
Singapore CoinMarketCap Full timeDescription Join to apply for the LLM Algorithm Engineer role at CoinMarketCap . Advanced post-training of large language models (e.g., SFT, RLHF/RLAIF, continual pretraining). Aligning models for reliable JSON-schema function calls and external tool usage. Design, deploy, and operate Model Context Protocol (MCP) servers that handle checkpoint routing,...
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LLM algorithm research scientist
2 weeks ago
Singapore TIKTOK PTE. LTD. Full timeTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including San Jose, Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imagination thrive. This...
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LLM algorithm research scientist
5 days ago
Singapore TikTok Full timeTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including San Jose, Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imagination thrive. This...
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Advertising AI Algorithm Engineer
2 weeks ago
Singapore PERSOLKELLY Full timeGet AI-powered advice on this job and more exclusive features. Direct message the job poster from PERSOLKELLY About the company: We have partnered with a renowned global leader in information and communications technology (ICT) infrastructure and smart devices. They are providing full-stack, all-scenario solution for products and services carriers,...
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Singapore TIKTOK PTE. LTD. Full timeTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including San Jose, Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imagination thrive. This...
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Singapore TIKTOK PTE. LTD. Full timeTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including San Jose, Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.Why Join UsCreation is the core of TikTok's purpose. Our platform is built to help imagination thrive. This is...
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TTS Direction Algorithm Engineer
1 day ago
Singapore X Star Technology Pte Ltd Full timeDesign and implement algorithms that direct or steer TTS output : e.g., controlling prosody, style, voice persona, emotion, pacing, emphasis, accent, dialect, intonation. Collaborate with researchers and engineers to take breakthroughs in speech synthesis and apply them to production-scale TTS systems. Work on components such as text normalization,...
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LLM algorithm research scientist
2 weeks ago
Singapore TIKTOK PTE. LTD. Full timeTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including San Jose, Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.Why Join UsCreation is the core of TikTok's purpose. Our platform is built to help imagination thrive. This is...
