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Jobs/Machine Learning Engineer Role/Algorithm Engineer

Algorithm Engineer

Veeva SystemsSingapore - Singapore2w ago
In OfficeMidAPACCloud ComputingArtificial IntelligenceMachine Learning EngineerAI EngineerSolutions ArchitectPythonMLOpsMLflowAWSKubeflow

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Requirements

• 2+ years of hands-on experience in a Machine Learning Engineer, Algorithm Engineer, or similar role • Expert-level proficiency in Python, with strong experience in building production-ready ML code • Solid foundation in machine learning concepts, including model training, evaluation, and optimization • Practical experience with deep learning or ML frameworks, such as PyTorch, • TensorFlow, or related libraries (e.g., TRL for reinforcement learning or fine-tuning workflows) • Familiarity with modern MLOps practices, including experiment tracking, model versioning, and deployment, using at least one platform such as MLflow, • Kubeflow, or AWS SageMaker • Strong problem-solving ability and the capacity to work both independently and collaboratively • Strong communication skills, with the ability to explain tech • Experience with cutting-edge AI techniques, such as: Agentic AI / Autonomous Agents, Retrieval-Augmented Generation (RAG), Large Language Models (LLMs) and fine-tuning approaches • Exposure to end-to-end ML systems, including data ingestion, model serving, monitoring, and automated retraining. • Experience working in cloud environments (AWS, GCP, or Azure). • Veeva’s headquarters is located in the San Francisco Bay Area with offices in more than 15 countries around the world.

Responsibilities

• Work within a cross-functional data team to build scalable NLP and ML models • Work from end-to-end on live production pipelines. Not just modeling, not theoretical • Define the best approach to solve problems with ML. Build data and model pipelines • Test, validate, deploy, and monitor solutions for impact • Optimize models for production throughput and uptime requirements • Automate deployments, testing, and monitoring (MLOps)

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