Staff II Machine Learning Engineer
필수 스킬
AWS
Jira
Machine Learning
Calling all innovators - find your future at Fiserv.
We're Fiserv, a global leader in Fintech and payments, and we move money and information in a way that moves the world. We connect financial institutions, corporations, merchants and consumers to one another millions of times a day - quickly, reliably, and securely. Any time you swipe your credit card, pay through a mobile app, or withdraw money from the bank, we're involved. If you want to make an impact on a global scale, come make a difference at Fiserv.
Job Title
Staff II Machine Learning Engineer:
About your role:
As a Machine Learning Engineer, you will design, build, and deploy scalable machine learning solutions that support credit risk and fraud management for Global Business Solutions (merchant business). You will collaborate closely with data scientists, engineers, and business stakeholders to translate complex use cases into resilient ML pipelines and decision frameworks. Your work will directly reduce risk of loss and enable revenue growth for our clients and Fiserv.
What you'll do:
- Architect and maintain the machine learning deployment framework used to operationalize models and decisioning engines.
- Partner with stakeholders to define business use cases, success criteria, and project timelines, and own requirements gathering, solution design, deployment strategy, and performance tracking for data science deployments.
- Design, build, and manage batch and real-time machine learning pipelines to support deployment of models, decision frameworks, and optimization engines.
- Collaborate with Data and Decision Science team members to build feature libraries, feature stores, feedback loops, and reusable components that streamline model development, validation, and deployment.
- Own operational governance of the model lifecycle, including model versioning, promotion, rollback, deprecation, and ongoing monitoring for production machine learning systems.
- Develop and optimize cloud-based data architectures for scalability, low latency, reliability, and cost efficiency, implementing robust data quality controls, validation checks, test coverage, monitoring, and alerting for production-grade pipelines and data products.
- Deploy data and analytics solutions to Amazon Web Services (AWS) using CI/CD automation and DevOps best practices, and maintain clear technical documentation while collaborating within Agile workflows using tools such as JIRA and Confluence.
- Conduct analytics and support development of machine learning and predictive model pipelines and frameworks that advance credit risk and fraud strategies.
- Responsibilities listed are not intended to be all-inclusive and may be modified as necessary.
Experience you'll need to have:
- 6+ years of experience in machine learning engineering, data engineering, or data science, designing and building production-grade data or ML pipelines in a commercial environment.
- 6+ years of experience developing and optimizing data solutions on cloud platforms, including hands-on experience with AWS capabilities and Snowflake in an engineering context, along with production use of machine learning pipelines, feature stores, or MLOps practices.
- 6+ years of experience creating Python microservices, working with containers, and developing application programming interfaces (APIs) to support data and machine learning solutions.
- 6+ years of experience collaborating with internal and external stakeholders and driving initiatives using clear, effective verbal and written communication skills.
- 6+ years of experience building scalable, low-latency systems or feature components that support analytics, machine learning, or decisioning use cases.
- 6+ years of experience with CI/CD automation and DevOps practices to deploy, monitor, and support data solutions in production environments.
- Bachelor’s degree or higher in Mathematics, Statistics, Computer Science, Engineering, or a related quantitative field, or equivalent combination of education, related experience and/or military experience.
Experience that would be great to have:
- Experience working in Agile delivery environments using tools such as JIRA and Confluence or similar work-tracking and collaboration platforms.
- Experience in financial technology, payments, merchant acquiring, or lending domains, especially in credit risk or fraud management.
- Experience with infrastructure-as-code tooling (such as Terraform or CloudFormation) and container orchestration platforms (such as Kubernetes or Amazon Elastic Kubernetes Service).
How you'll work:
- This role is on-site Monday through Friday. Fiserv considers in-person collaboration to be an essential part of this role as in-person office experiences help you with your overall onboarding experience and leads to stronger productivity.
- This role requires use of a computer and audio equipment.
Sponsorship:
You must currently possess valid and unrestricted U.S. work authorization to be considered for this role. Individuals with temporary visas including, but not limited to, F-1 (OPT, CPT, STEM), H-1B, H-2, or TN, or any candidate requiring sponsorship, now or in the future, will not be considered for this role.
Benefits at Fiserv:
- Fuel Your Life program to support your physical, financial, social, and emotional well-being.
- Paid holidays and generous time away policies.
- No-cost mental health support through Employee Assistance Programs.
- Living Proof program to recognize your peers’ extra effort with points redeemable for rewards.
- Eight Employee Resource Groups to foster a collaborative culture and expand your network.
- Unparalleled professional growth with training, development, and internal mobility opportunities.
- Medical, dental, vision, life, and disability insurance options available from day one.
- Retirement planning and discounted shares with the Employee Stock Purchase Plan.
- Tuition assistance and reimbursement program.
- Paid parental, caregiver, and military leave.
Salary Range
$120,000.00 - $198,000.00
These pay ranges apply to employees in New Jersey and New York. Pay ranges for employees in other states may differ.
It is unlawful to discriminate against a prospective employee due to the individual's status as a veteran.
For incentive eligible associates, the successful candidate is eligible for an annual incentive opportunity which may be delivered as a mix of cash bonus and equity awards in the Company’s sole discretion.
Thank you for considering employment with Fiserv. Please:
- Apply using your legal name
- Complete the step-by-step profile and attach your resume (either is acceptable, both are preferable).
Our commitment to Equal Opportunity:
Fiserv is proud to be an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, gender, gender identity, sexual orientation, age, disability, protected veteran status, or any other category protected by law.
If you have a disability and require a reasonable accommodation in completing a job application or otherwise participating in the overall hiring process, please contact AskHR.US@fiserv.com. Please note our AskHR representatives do not have visibility to your application status. Current associates who require a workplace accommodation should refer to Fiserv’s Disability Accommodation Policy for additional information.
Note to agencies:
Fiserv does not accept resume submissions from agencies outside of existing agreements. Please do not send resumes to Fiserv associates. Fiserv is not responsible for any fees associated with unsolicited resume submissions.
Warning about fake job posts:
Please be aware of fraudulent job postings that are not affiliated with Fiserv. Fraudulent job postings may be used by cyber criminals to target your personally identifiable information and/or to steal money or financial information. Any communications from a Fiserv representative will come from a legitimate Fiserv email address.
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Fiserv 소개
Fiserv
PublicFiserv, Inc. is an American multinational financial technology company headquartered in Milwaukee, Wisconsin.
10,001+
직원 수
Brookfield
본사 위치
$44B
기업 가치
리뷰
10개 리뷰
3.4
10개 리뷰
워라밸
3.2
보상
2.8
문화
4.0
커리어
2.5
경영진
2.7
65%
지인 추천률
장점
Good benefits and health benefits
Supportive culture and friendly coworkers
Flexible hours and work-life balance
단점
Heavy workload and overwhelming work
Poor management and lack of support
Low compensation and entry-level pay
연봉 정보
15개 데이터
Mid/L4
Intern
Mid/L4 · DATA SCIENTIST
1개 리포트
$227,108
총 연봉
기본급
$174,699
주식
-
보너스
-
$227,108
$227,108
면접 후기
후기 3개
난이도
3.0
/ 5
면접 과정
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Onsite/Virtual Interviews
5
Offer
자주 나오는 질문
Coding/Algorithm
Technical Knowledge
Behavioral/STAR
Past Experience
Culture Fit
최근 소식
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