10 дней назад
Manager, Machine Learning
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Manager, Machine Learning (AI/ML): Leading the development and operation of production-grade machine learning, optimization, analytics, and decision-support systems for credit, pricing, collections, and treasury with an accent on scalable architecture, governance, and operational reliability. Focus on coaching ML engineers, managing model and data drift, building MLOps practices, and delivering auditable decision systems across regulated business domains.
Location: Plano, Texas, United States
Company
, including Toyota Financial Services, develops mobility, finance, and insurance solutions with a focus on customer experience and data-driven capabilities.
What you will do
- Hire, coach, and mentor Machine Learning Engineers and senior engineers while building a culture of ownership and continuous improvement.
- Set technical direction for architecture, testing, deployment, observability, drift detection, revalidation, data quality, and production readiness.
- Partner with data science, analytics, data engineering, product, risk, finance, and technology teams to turn business priorities into technical plans.
- Oversee high-throughput services, batch pipelines, optimization and operations research engines, and analytics applications on AWS, Snowflake, or comparable platforms.
- Own the ML engineering roadmap, portfolio delivery, prioritization, technical debt, and operating model across multiple business domains.
- Improve MLOps practices through reusable patterns, CI/CD, automated testing, monitoring, alerting, reproducibility checks, and incident response.
Requirements
- Master’s degree in Computer Science, Engineering, Data Science, Statistics, Mathematics, Operations Research, or a related technical field, or equivalent practical experience.
- At least 7 years of professional experience in data science, machine learning engineering, or applied ML, including ownership of production systems.
- At least 2 years of people-management experience or equivalent technical-team leadership experience.
- Experience building, deploying, and operating machine learning or optimization systems through design, monitoring, drift management, and retraining in the cloud.
- Strong Python and SQL skills, with experience using AWS, GCP, or Azure and technologies such as Snowflake, Spark, or Databricks.
- Must have the right to work in the United States and must not require current or future Toyota immigration support or visa sponsorship.
Nice to have
- PhD in a quantitative or technical discipline.
- Experience with regulated decisioning in lending, insurance, fraud, risk, or pricing.
- Advanced MLOps experience with Docker, Kubernetes, infrastructure as code, model registries, drift detection, data validation, or deployment governance.
- Generative AI experience, including LLM workflows, RAG, semantic search, evaluation, guardrails, monitoring, or responsible AI.
- AWS machine learning, solutions architecture, developer, or equivalent certification.
Culture & Benefits
- Collaborative, respectful, flexible work environment focused on teamwork and inclusion.
- Professional growth programs and tuition reimbursement.
- Comprehensive health care and wellness plans, paid holidays, and paid time off.
- 401(k) plan with company matching and an annual retirement contribution, where applicable.
- Vehicle purchase and lease programs, family support referral services, and tax-advantaged accounts.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
14 дней назад
Senior Machine Learning Engineer (AI)
14 дней назад
Tech Lead Manager (Generative AI)
188 000 - 235 000$
Plaid
14 дней назад
Senior Machine Learning Engineer Embedded Insights
229 000 - 315 000$
13 дней назад
Senior AI Automation Engineer (Data Annotation Services)
112 710 - 183 140$
11 дней назад
Senior Machine Learning Engineer, Content Platform
141 300 - 360 700$
Waymo
11 дней назад
Machine Learning Engineer (Simulation Realism)
213 000 - 263 000$