Software Engineer, ML Platform
Zions Bancorporation
Zions Bancorporations Enterprise Technology and Operations (ETO) team is transforming what it means to work for a financial institution. With a commitment to technology and innovation we have been providing our community clients and colleagues the best experience possible for over 150 years. Help us transform our workforce of the future today.
We are seeking a Software Engineer ML Platform to join Zions this role you will be part of an Agile team dedicated to productionizing machine learning applications and systems at scale. You will be involved in the detailed technical design development and implementation of machine learning applications using both existing and emerging technology platforms. Youll focus on building and maintaining foundational components of the teams ML platform and ensuring availability and performance of our ML services. Youll have the opportunity to continuously learn and apply the latest innovations and best practices in machine learning engineering and model development.
The Software Engineer ML Platform will:
The Software Engineer ML Platform draws from many disciplines such as Operations Modeling and Data this role youll be expected to perform many backend and ML engineering activities including one or more of the following:
- Build and maintain deployment pipelines environments and containerized services for the teams production systems.
- Develop components of real-time decisioning services including event processing integrations and decision logging.
- Implement observability: metrics logging tracing alerting and dashboards for production services.
- Design and maintain the model lifecycle: training pipelines experiment tracking model registry versioning and promotion from staging to production.
- Implement model monitoring: prediction drift feature drift data quality checks performance against labeled outcomes.
- Collaborate as part of a cross-functional Agile team to create clean interfaces between data decision logic and services.
- Leverage CI/CD best practices to ensure successful deployment of ML models and application code.
- Ensure all code is well-managed to reduce vulnerabilities models are well-governed from a risk perspective and the ML follows best practices in Responsible and Explainable AI.
Required Qualifications:
- 6 years of professional software engineering experience building and operating production services.
- Proficiency in Python including testing packaging and production-quality code.
- Experience with Docker and container-based deployment; working knowledge of Kubernetes.
- Experience building or maintaining CI/CD pipelines.
- Familiarity with cloud platforms (e.g. GCP) including IAM networking and storage basics.
- Experience instrumenting production services with metrics structured logging and alerting using tools such as Splunk or Grafana.
- Understanding of distributed systems fundamentals such as retries idempotency and failure handling.
Preferred Qualifications:
- Exposure to MLOps tools such as MLflow feature stores or model serving frameworks.
- Experience with streaming platforms like Kafka.
- Experience with workflow orchestration tools such as Airflow Dagster or Prefect.
- Experience with Databricks Spark or Delta Lake.
- Familiarity with rules engines or policy frameworks.
Visa Sponsorship:
This position is currently not eligible for employment visa sponsorship (e.g. H-1B visa). This includes for example situations where a candidate may have temporary work authorization while enrolled in school or upon graduation (e.g. CPT OPT) but would need H-1B visa sponsorship within a few years of employment in order to maintain employment eligibility.
Location:
This position has a hybrid work from home schedule with a minimum of three days per week in the office at the new Zions Technology Center in Midvale UT.
Zions Technology Center - 7860 South Bingham Junction Blvd Midvale UT 84047.
The Zions Technology Center is a 400000-square-foot technology campus in Midvale Utah. Located on the former Sharon Steel Mill superfund site the sustainably built campus is the companys primary technology and operations center. This modern and environmentally friendly technology center enables Zions to compete for the best technology talent in the state while providing team members with an exceptional work environment with features such as:
Electric vehicle charging stations and close proximity to Historic Gardner Village UTA TRAX station.
At least 75% of the building is powered by on-site renewable solar energy.
Access to outdoor recreation parks trails shareable bikes and locker rooms.
Large modern cafe with a healthy and diverse menu.
Healthy indoor environment with ample natural light and fresh air.
LEED-certified sustainable building that features include the use of low VOC-emitting construction materials.
Benefits:
- Medical Dental and Vision Insurance - START DAY ONE!
- Life and Disability Insurance Paid Parental Leave and Adoption Assistance
- Health Savings (HSA) Flexible Spending (FSA) and dependent care accounts
- Paid Training Paid Time Off (PTO) and 11 Paid Federal Holidays
- 401(k) plan with company match Profit Sharing competitive compensation in line with work experience
- Mental health benefits including coaching and therapy sessions
- Tuition Reimbursement for qualifying employees
- Employee Ambassador preferred banking products
Apply now if you have a passion for impactful outcomes enjoy working collaboratively with co-workers and want to make a difference for the clients and communities we serve.
Required Experience:
IC
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