494 IT & Software Developer jobs in the US
Machine Learning Engineer - Fraud Prevention
$93,770 - 168,790
USAA
Legacy Drive 5601, PLANO + Remote
$93,770 - 168,790
Requirements
Must:
- Bachelors degree in mathematics, computer science, statistics, economics, finance, actuarial sciences, engineering, or a related quantitative field; or 4 years of experience in statistics or quantitative analytics may replace the degree requirement.
- At least 2 years of experience in predictive analytics or data analysis, or an advanced degree (e.g., Masters, PhD) in a relevant field.
- Proven experience in training and validating statistical and machine learning models.
- Proficiency in at least one scripting language (Python, R, etc.) for statistical analysis and AI/ML model building.
- Ability to write clear, detailed, and well-commented code to enhance code transparency.
- Experience querying and preprocessing data from various databases using languages like SQL, HQL, NoSQL.
- Familiarity with various data formats including structured, semi-structured, and unstructured data files.
- Understanding of classical supervised modeling techniques for prediction (e.g., regression, decision trees).
- Familiarity with unsupervised modeling techniques (e.g., clustering algorithms).
- Strong communication skills to convey analytical results to non-technical stakeholders.
Responsibilities
- Develop and continually enhance internal fraud models focused on transactions and payments.
- Apply a variety of statistical and AI/ML techniques to significantly reduce fraud loss and improve member experience.
- Collaborate with Strategies and Model Management teams to assess and plan modeling needs.
- Drive ongoing innovation in modeling practices.
- Work alongside the analytics community to share best practices and methodologies.
- Capture, interpret, and manipulate structured and unstructured data to support analytical solutions.
- Select appropriate modeling techniques while accounting for data limitations and business objectives.
- Create and execute models in alignment with the Model Development Control and Model Risk Management frameworks.
- Document technical processes for risk management and knowledge sharing.
- Mentor peers and collaborate with internal partners to ensure alignment with business specifications.
Description
At USAA, our mission is to provide our members with the tools to achieve financial security through competitive products and trusted advice. We prioritize our core values of honesty, integrity, loyalty, and service, which shape our relationships with colleagues and members alike. We are looking for a Data Scientist II specializing in Fraud to join our team, with the flexibility to work in various locations, including San Antonio, TX, and others. Our employees enjoy a flexible workplace and an extensive benefits package, including comprehensive medical, dental, and vision plans, 401(k), and paid time off. We foster a supportive and innovative environment aimed at achieving excellence in our services.
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You can find Machine Learning Engineer salaries in the United States here.
How many Machine Learning Engineer jobs are in the United States?
Currently, there are 494 ML, AI openings. Check also: TensorFlow jobs, Python jobs, Computer-Vision jobs - all with salary brackets.
Is the US a good place for Machine Learning Engineers?
The US is one of the best countries to work as a Machine Learning Engineer. It has a vibrant startup community, growing tech hubs and, most important: lots of interesting jobs for people who work in tech.
Which companies are hiring for Machine Learning Engineer jobs in the United States?
bunny.net, Murmuration, D3 Security Management Systems, Perri's Corporation, Diploma Healthcare Group, Ironclad TEK Inc., Clarity.ca Inc. among others, are currently hiring for ML, AI roles in the United States.
The company with most openings is USAA as they are hiring for 57 different Machine Learning Engineer jobs in the United States. They are probably quite committed to find good Machine Learning Engineers.
The company with most openings is USAA as they are hiring for 57 different Machine Learning Engineer jobs in the United States. They are probably quite committed to find good Machine Learning Engineers.