Johnson & Johnson is looking to solve business problems related to manufacturing and surgical technologies by developing and implementing AI/ML solutions, improving business processes, and enhancing user experiences within their Robotics & Digital Solutions team.
Requirements
- Strong proficiency in Edge Computing and Cloud Computing
- Familiarity with model deployment and scaling in multiple cloud environments (AWS, Azure, Google Cloud)
- Experience working on instrumentation automation and using scripting languages such as Python, Shell, Batch, Bash or Linux commands.
- Experience with version control systems such as Git
- Experience in developing AI-based applications such as natural language processing (NLP) generative AI in Small language models, computer vision, or recommendation systems
- Knowledge of deep learning techniques, reinforcement learning, and neural networks or other advanced machine learning paradigms
- Familiarity with MLOps principles and tools for automating machine learning workflows
Responsibilities
- Investigate and develop AI technologies and solutions to the manufacturing environment
- Collaborate with cross-functional teams to identify and implement AI/ML solutions to improve business processes and user experiences
- Implement and maintain cloud computing infrastructure
- Perform data analysis and preprocessing to support model training, including handling large datasets and cleaning raw data
- Stay up-to-date with the latest trends and advancements in AI/ML research, applying new techniques and methodologies to improve product offerings
- Design and implement automated unit and integration test for robotic hardware and/or PCAs
- Develop modular test scripts to automate test data collection and analysis
Other
- Strong leadership capabilities to manage, coach and develop junior Software Engineer, NPI team
- Capable of communicating complex technical problems to a wide audience of experience
- Produce high quality documentation that is clearly understandable by internal and external personnel
- Ability to travel up to 10% to contract manufacturers is required
- Strong level of ownership, accountability, and drive for exceeding expectations
