U.S. Bank Lead Software Engineer (AI/ML/ML Ops) in Irving, Texas
At U.S. Bank, we're passionate about helping customers and the communities where we live and work. The fifth-largest bank in the United States, we’re one of the country's most respected, innovative and successful financial institutions. U.S. Bank is an equal opportunity employer committed to creating a diverse workforce. We consider all qualified applicants without regard to race, religion, color, sex, national origin, age, sexual orientation, gender identity, disability or veteran status, among other factors.
About the team
The AIML team works on building the AI platform that enables data scientists across U.S. Bank to work on projects involving machine learning, data analysis, and data engineering. Tech stack being used includes Zero to Jupyterhub with Kubernetes (z2jk), Argo Workflows, MLFlow, Spark. The team mainly works with open-source code and uses python.
If you are passionate about data, analytics, AI/ML, open source, and fintech, then you will enjoy working on this team. #LI-Remote
What you will do:
Modernize and maintain the U.S. Bank AI platform
Customize and deploy open-source applications such as Zero to Jupyterhub with Kubernetes (z2jk), Argo Workflows
Collaborate with Data Scientists to productionalize models
Work with relevant business lines to ensure effective architectures and designs
Monitor model performance over time to ensure customer satisfaction
Adhere to best practices for development within the Agile framework
Adhere to source control guidelines
Follow the SDLC process
Bachelor's degree, or equivalent work experience
6-8 years of relevant experience
Required Technical Qualifications:
6+ years of experience in designing, developing, and deploying applications using Python and Node.js
6+ years of experience in developing REST APIs in Python using Flask or Django framework and good to have GraphQL / Swagger implementation knowledge
4+ years of experience in writing unit tests using pytest and unittest framework
4+ years of experience in building CI/CD pipelines using Cloudbees/Jenkins
Strong coding, debugging, algorithm design and problem-solving skills in Python or equivalent
Nice to have experience with tools like Jupyter Hub, Jupyter Lab, MLFlow, TensorFlow, Scikit, Apache Spark, Kafka
Experience in developing and deploying AI/ML models on public cloud, preferably on Azure or Google Cloud Platform (GCP)
Experience with workflow orchestration tools such as Apache Airflow, Argo workflows
Experience in Kubernetes, Docker, and Helm Charts
Experience with training and tuning models in Machine Learning
Familiarity with Conda, PyPi, and Node.js package builds
Experience with industry open-source projects in large dataset, jupyter, spark, flink, tensorflow etc.
Agile/Scrum team environment
If there’s anything we can do to accommodate a disability during any portion of the application or hiring process, please refer to our disability accommodations for applicants (https://careers.usbank.com/global/en/disability-accommodations-for-applicants) .
Take care of yourself and your family with U.S. Bank employee benefits. We know that healthy employees are happy employees, and we believe that work/life balance should be easy to achieve. That's why we share the cost of benefits and offer a variety of programs, resources and support you need to bring your full self to work and stay present and committed to the people who matter most - your family.
Learn all about U.S. Bank employee benefits, including tuition reimbursement, retirement plans and more, by visiting careers.usbank.com .
EEO is the Law
Applicants can learn more about the company’s status as an equal opportunity employer by viewing the federal EEO is the Law (https://www.dol.gov/sites/dolgov/files/ofccp/regs/compliance/posters/pdf/eeopost.pdf) poster.
U.S. Bank participates in the U.S. Department of Homeland Security E-Verify program in all facilities located in the United States and certain U.S. territories. The E-Verify program is an Internet-based employment eligibility verification system operated by the U.S. Citizenship and Immigration Services. Learn more about the E-Verify program (https://careers.usbank.com/verification-of-eligibility-for-employment) .
Salary range reflected is an estimate of base pay and is for the primary location. Base pay range may vary if an offer is made for work in a different location. Pay Range: $134,640.00 - $158,400.00 - $174,240.00
Due to legal requirements, U.S. Bank requires that the successful candidate hired for some positions be fully-vaccinated for COVID-19, absent being granted an accommodation due to a medical condition, pregnancy, or sincerely held religious belief or other legally required exemption. For these positions, as part of the conditional offer of employment, the successful candidate will be asked to provide proof of vaccination or approval for an accommodation or exemption upon hire.
U.S. Bank will consider qualified applicants with criminal histories in a manner consistent with the San Francisco Fair Chance Ordinance.
U.S. Bank is an equal opportunity employer committed to creating a diverse workforce. We consider all qualified applicants without regard to race, religion, color, sex, national origin, age, sexual orientation, gender identity, disability or veteran status, among other factors.