Fiserv is looking to solve the problem of automating product configuration, customization, and estimation processes through the design, development, and deployment of intelligent automation solutions for their sophisticated systems, ensuring compliance with security standards and delivering innovative and efficient solutions within a secured environment.
Requirements
- Proficiency in programming languages such as Python, JS/NodeJS, and .NET Framework/Core C.
- Familiarity with ML frameworks and libraries such as TensorFlow, PyTorch, Keras, or Scikit-Learn. Experience in selecting and implementing appropriate algorithms for specific tasks is highly valuable.
- Experience with data manipulation and analysis using tools like Pandas or NumPy. Understanding how to preprocess data, handle unstructured data, and create datasets for training models is crucial.
- Knowledge of deep learning concepts and architectures, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformers, especially for tasks related to image recognition, natural language processing, and more.
- Familiarity with software development methodologies, version control systems (like Git), and DevOps principles to ensure smooth integration and deployment of AI models.
- Experience with cloud-based services and platforms (e.g., AWS, Google Cloud, Azure) that provide tools for machine learning and AI deployment.
- Ability to design scalable AI systems, including understanding architecture patterns, APIs, and microservices for integrating AI models into broader applications.
Responsibilities
- Design and implement AI/ML models to automate product configuration, customization, and estimation processes.
- Stay updated with the latest AI technologies, tools, and trends to continuously improve and innovate Fiserv’s data conversion processes.
- Maintain comprehensive documentation of AI solutions, methodologies, and deployment processes.
- Work with large datasets, ensuring the integrity and security of sensitive information during the conversion process.
- Develop and deploy AI solutions in accordance with Fiserv’s security protocols, ensuring all processes meet compliance standards.
- Conduct rigorous testing and validation of AI models to ensure accuracy and reliability.
- Continuously monitor and optimize AI models for efficiency and performance improvements.
Other
- This role is on-site Monday through Friday.
- In order to be considered, you must be legally authorized to work in the U.S. without need for sponsorship now or in the future.
- This is a full-time, direct-hire position, and no contract options for unsolicited agency submissions will be considered.
- Strong analytical and problem-solving skills to identify the best AI solutions for various challenges and to troubleshoot issues that arise during implementation.
- Experience in working collaboratively with cross-functional teams, including data scientists, software engineers, and business stakeholders, to align AI solutions with business objectives.
