BJAK
eCommerce • Insurance • Marketplace
BJAK is a leading online platform in Southeast Asia that offers comprehensive automobile insurance comparison services. The company enables Malaysian users to compare and purchase auto insurance from multiple insurers efficiently, providing considerable savings and convenience. BJAK is renowned for its user-friendly digital platform that allows quick insurance and road tax renewals, offering discounts up to 11%. With a strong emphasis on customer service, BJAK also provides 24/7 roadside assistance, accident support, and replacement vehicles. It is a pioneer in the insurance comparison sector in the region and has facilitated significant savings for millions of car owners.
Machine Learning Engineer, LLM
November 20
BJAK
eCommerce • Insurance • Marketplace
BJAK is a leading online platform in Southeast Asia that offers comprehensive automobile insurance comparison services. The company enables Malaysian users to compare and purchase auto insurance from multiple insurers efficiently, providing considerable savings and convenience. BJAK is renowned for its user-friendly digital platform that allows quick insurance and road tax renewals, offering discounts up to 11%. With a strong emphasis on customer service, BJAK also provides 24/7 roadside assistance, accident support, and replacement vehicles. It is a pioneer in the insurance comparison sector in the region and has facilitated significant savings for millions of car owners.
📋 Description
• Fine-tune & adapt - Use LoRA/QLoRA to optimize open-source models (LLaMA, Mistral, Gemma) • Engineer prompts & curates data - Craft prompts and datasets that reflect tone, brand voice, and safety. • Evaluate models – Build metrics pipelines for perplexity, toxicity, and relevance to ensure safe and high-quality outputs. • Deploy & monitor – Scale models into production with performance optimization and monitoring for drift. • Collaborate & deliver – Partner with product, engineering, and design teams to launch user-facing AI features.
🎯 Requirements
• Strong experience in transformers, deep learning, and fine-tuning methods (LoRA/QLoRA, SFT, distillation). • Proficiency with PyTorch (preferred) or TensorFlow. • Skilled in prompt engineering and dataset curation for alignment with tone, safety, and trust. • Familiar with evaluation metrics: perplexity, toxicity, relevance. • Strong software engineering foundations in algorithms, data structures, and clean code practices.
🏖️ Benefits
• Flat structure & real ownership • Full involvement in direction and consensus decision making • Flexibility in work arrangement • High-impact role with visibility across product, data, and engineering • Top-of-market compensation and performance-based bonuses • Global exposure to product development • Lots of perks - housing rental subsidies, a quality company cafeteria, and overtime meals • Health, dental & vision insurance • Global travel insurance (for you & your dependents) • Unlimited, flexible time off
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