Staff/Senior Artificial Intelligence Application Engineer
Thermo Fisher Scientific7 hours ago
Singapore, SingaporeSenior / Staff+
Responsibilities
- Design, develop, and deploy machine learning models and AI applications for healthcare, life sciences, and laboratory productivity.
- Implement deep learning, natural language processing, computer vision, and generative AI solutions.
- Perform data preprocessing, feature engineering, model training, testing, validation, and performance optimization.
- Deploy ML models using cloud platforms and container technologies.
- Collaborate across divisions and cross-functional teams on analytical challenges and AI solutions.
- Stay current with advances in AI and machine learning technologies; travel may be required up to 10%.
Requirements
- An advanced degree plus 3 years of experience, or a bachelor's degree plus 5 years of experience, in AI/ML engineering and development.
- Preferred study in computer science, AI, data science, software engineering, or a related field.
- Strong programming skills in Python and ML frameworks including TensorFlow and PyTorch.
- Expertise in deep learning, NLP, and computer vision algorithms.
- Experience with AWS, Azure, or GCP; MLOps practices; microservices architecture; and RESTful API design.
- Knowledge of data structures, algorithms, and statistical analysis.
- Hands-on experience deploying ML models with Docker and Kubernetes.
- Experience with generative AI models including LLMs, GANs, and VAEs.
- Familiarity with Spark, Hadoop, and Databricks.
- Strong problem-solving, analytical, collaboration, and communication abilities, plus experience working in cross-functional teams and agile development environments.
Benefits
- Standard Monday-Friday work schedule in an office environment.
- Opportunity to contribute to healthcare, life sciences, laboratory productivity, and scientific discovery initiatives.
- Travel may be required up to 10%.
Tech Stack
Apache HadoopApache SparkAWSAzureDatabricksDockerGoogle Cloud PlatformKubernetesPythonPyTorchTensorFlow
Categories
About Thermo Fisher Scientific
Thermo Fisher Scientific builds analytical instruments, lab equipment and consumables, specialty diagnostics, and provides pharma services (CDMO and clinical research) for biotech, pharma, academic, and healthcare customers. It earns revenue through product sales, e-commerce distribution (Fisher Scientific), and contract services under brands such as Thermo Scientific, Applied Biosystems, Invitrogen, Patheon, and PPD. Headquartered in Waltham, MA, it is publicly traded on the NYSE (TMO) and was created by the 2006 merger of Thermo Electron and Fisher Scientific.