热门公司

Intuit
Intuit

Specializes in financial software.

Senior AI Scientist Multiple Locations

职能数据科学
级别资深
地点San Diego, Canada, United States
方式现场办公
类型全职
发布2个月前
立即申请

必备技能

Machine Learning

Intuit is seeking an innovative and hands-on Senior AI Scientist to join the Ops Science team. This team is at the intersection of Artificial Intelligence, Machine Learning, and Operations Research. We embed advanced algorithms into our business to create smarter products, improve security, and—crucially—optimize the operational efficiency of our massive customer success networks.

In this role, you will move beyond standard classification problems. You will be building and deploying models that solve complex resource allocation, forecasting, and scheduling challenges. You will work to predict demand, optimize workforce capacity, and enable real-time decision-making that directly impacts hundreds of thousands of customers and experts.


You will partner closely with product managers, software engineers, and designers to design experiments and Minimum Viable Products (MVPs). Your role will range from research experimentalist to technology innovator to consultative business partner.


Responsibilities

  • End-to-End Modeling: Perform hands-on data analysis and modeling with massive datasets. Discover data sources, build your own ETL pipelines to clean/import data, and make them 'model-ready.'

  • Advanced Algorithm Development: Apply data mining, NLP, and machine learning (supervised and unsupervised) to improve relevance and personalization.

  • Optimization & Forecasting: Design and implement algorithms for complex operational problems, including demand forecasting, capacity planning, and resource scheduling.

  • Experimentation: Work side-by-side with cross-functional teams to design A/B tests, analyze results, draw statistical conclusions, and communicate actionable insights to peers and leadership.

  • Feature Engineering: Create and refine features from underlying data, developing the subject matter expertise required to build intuition on model performance

  • Innovation: Explore new design shifts and technology trends (such as GenAI or Reinforcement Learning) to determine how they can solve customer problems or improve operational efficiency.


Qualifications

  • MS or PhD in a quantitative field (Computer Science, Statistics, Applied Math, Operations Research, Physics, etc.).

  • 4+ years of industry experience with Data Science/AI (or 2+ years with a PhD).


  • Strong proficiency in Python or R, with expertise in modern analytical libraries (e.g., scikit-learn, pandas, numpy).

  • Proficiency in SQL and experience working with large-scale data ecosystems (Hive, SparkSQL, etc.).

  • Comfortable working in a Linux environment.

  • Solid foundation in standard data mining and statistical modeling techniques: clustering, classification, regression, decision trees, neural nets, SVMs, and anomaly detection.

  • Communication: Demonstrated ability to explain complex technical issues and trade-offs to both technical and non-technical audiences.

  • Advanced Time Series Forecasting: Expertise in applied forecasting (ARIMA, Prophet, Neural methods) with an ability to handle sparsity, hierarchical constraints, and recurrent events to predict business volumes or attrition.

  • Reinforcement Learning (RL): Interest or experience in RL to move from static optimization to real-time, dynamic decision-making systems.

  • Deep Learning: Experience applying Deep Learning techniques to memory-constrained problems or complex pattern recognition.

  • Domain Expertise: Background in Workforce Management (WFM), Supply Chain, Logistics, or Gig-Economy dynamic pricing/matching (e.g., experience at companies like Uber, DoorDash, Amazon Supply Chain, or Airline Revenue Management).


Intuit provides a competitive compensation package with a strong pay for performance rewards approach. This position will be eligible for a cash bonus, equity rewards and benefits, in accordance with our applicable plans and programs (see more about our compensation and benefits at Intuit®: Careers | Benefits). Pay offered is based on factors such as job-related knowledge, skills, experience, and work location. To drive ongoing fair pay for employees, Intuit conducts regular comparisons across categories of ethnicity and gender. The expected base pay range for this position is: 


San Diego, California: $160,500 - $217,000 


Bay Area, California: $173,500 - $234,500 

浏览量

0

申请点击

0

Mock Apply

0

收藏

0

关于Intuit

Intuit

Intuit

Public

Intuit provides financial software solutions to empower individuals and businesses.

10,001+

员工数

Mountain View

总部位置

$140B

企业估值

评价

10条评价

3.6

10条评价

工作生活平衡

2.8

薪酬

3.5

企业文化

4.1

职业发展

3.4

管理层

3.2

65%

推荐率

优点

Great team culture and collaborative atmosphere

Training and development opportunities

Flexible work arrangements

缺点

Work-life balance challenges and long hours

High workload and tight deadlines

Limited advancement opportunities

薪资范围

94个数据点

Junior/L3

Mid/L4

Senior/L5

Staff/L6

Junior/L3 · Business Data Analyst

2份报告

$123,000

年薪总额

基本工资

$116,528

股票

-

奖金

-

$123,000

$123,000

面试评价

7条评价

难度

3.0

/ 5

时长

14-28周

录用率

14%

体验

正面 14%

中性 86%

负面 0%

面试流程

1

Application Review

2

Online Assessment/Technical Screen

3

Live Coding Interview

4

Case Study/Technical Assessment

5

Behavioral Interview

6

Offer

常见问题

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Case Study

System Design