Senior Machine Learning

2 weeks ago


Singapore MARS CONSULTING PTE. LTD. Full time

AI-powered ad creative workflow platform, who can take full ownership of ML systems — from ideation and data pipelines to model development, deployment, and monitoring. You will build scalable ML solutions that deliver measurable business impact and help shape the future of AI-driven creative optimization. Location: remote Key Responsibilities Translate product and business challenges into ML solutions and measurable success metrics Build and maintain high-quality datasets, ETL processes, and feature pipelines Design, train, evaluate, and iterate on ML and deep learning models Deploy and productionize ML systems (APIs, batch jobs) with monitoring & CI/CD Collaborate across product, engineering, and design teams to ship quickly and efficiently Ensure model reliability, efficiency, and real-world performance at scale Required Qualifications 5+ years of experience in ML engineering or applied AI roles Strong Python engineering skills — clean, maintainable, production-grade code Solid understanding of ML fundamentals and deep learning architectures Proven track record deploying ML models in production environments Experience with MLOps tools (experiment tracking, containerization, CI/CD, cloud)Hands-on experience with AWS, GCP, or Azure Preferred Skills Strong product intuition — ability to balance speed vs. accuracy and MVP thinking Experience with LLMs (prompting, RAG, fine-tuning, distillation, inference optimization)Advertising tech or performance marketing ML experience (creative optimization, ranking systems, bidding, attribution modeling)#J-18808-Ljbffr


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