refresh

トレンド企業

トレンド企業

採用

求人Intuit

Staff AI Scientist Mountain View, California

Intuit

Staff AI Scientist Mountain View, California

Intuit

mountain view

·

On-site

·

Full-time

·

2mo ago

報酬

$205,500 - $278,000

福利厚生

Equity

401(k)

必須スキル

Machine Learning

Python

NLP

SQL

Deep Learning

Data Analysis

Intuit is looking for an innovative and hands-on Staff AI Scientist to join the Intuit AI team.

Come join our collaborative and creative group of AI scientists and machine learning engineers and build models that directly affect hundreds of thousands of our customers. In this role you will be building and deploying machine learning models using both analytical algorithms and deep learning approaches.

Responsibilities

  • Practices leadership and communication skills to influence teams and to evangelize AI science across the organization
  • Collaborates with stakeholders to define success criteria and align model metrics with business goals. Works side-by-side with product managers, software engineers, and designers in designing experiments and minimum viable products
  • Leads technical work of a scrum team: initiating and designing model solutions, driving end-to-end architecture designs of the team’s work, and holding the team accountable for high quality code, git, design, costs and implementation standards
  • Performs hands-on data analysis and modeling with large data sets, including discovering data sources, getting data access, cleaning up data, and making them “model-ready”. You need to be willing and able to do your own ETL and design/build featurization.
  • Applies data mining, NLP, and machine learning (such as supervised/unsupervised, Causal-ML, Online Learning, Bayesian Learning, Reinforcement Learning, or Deep Learning) to real-world problems and datasets.
  • Runs A/B tests to draw conclusions on the impact of your team’s work and communicates results to peers and leaders
  • Communicates with partners to ensure successful delivery and integration of DS solutions.
  • Proactively researches, explores, and enables new ML technologies. Keeps up with the new developments in academia and industry and considers possible extensions to solve Intuit customer problems.
    Pay offered is based on factors such as job-related knowledge, skills, experience, and work location. To drive ongoing pay equity for employees, Intuit conducts regular comparisons across categories of ethnicity and gender.

Qualifications

  • 4+ years of industry experience with AI science
  • BS, MS or PhD in Statistics, Mathematics, Computer Science, Economics, Operations Research, or equivalent
  • 4+ years of hands-on expertise in ML paradigms such as Causal-ML, supervised/unsupervised, Online, Bayesian, Reinforcement or Deep Learning.
  • Proficient in multiple optimization paradigms such as combinatorial optimization, gradient methods, or Bayesian optimization.
  • Proficient in NLP techniques, Explainable AI, and ML frameworks.
  • Expertise in modern advanced analytical tools and programming languages such as Python, Scala, Java and/or R.
  • Efficient in SQL, Hive, SparkSQL, etc.
  • Comfortable working in a Linux environment
  • Experience with building end-to-end reusable pipelines from data acquisition to model output delivery
  • Quick learner, adaptable, with the ability to work independently in a fast-paced environment
  • Strong oral and written communication skills. Ability to conduct meetings and make professional presentations, and to explain complex concepts and technical material to non-technical users

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: * Mountain View, CA:$205,500 - $278,000*

総閲覧数

1

応募クリック数

0

模擬応募者数

0

スクラップ

0

Intuitについて

Intuit

Intuit

Public

Intuit provides financial software solutions to empower individuals and businesses.

10,001+

従業員数

Mountain View

本社所在地

$140B

企業価値

レビュー

2.6

10件のレビュー

ワークライフバランス

3.5

報酬

3.8

企業文化

3.2

キャリア

3.4

経営陣

2.8

35%

友人に勧める

良い点

Good benefits and compensation

Supportive team and leadership

Flexible schedule and work-life balance

改善点

Inadequate training and software support

Poor management and lack of support

High expectations and micromanagement

給与レンジ

91件のデータ

Junior/L3

Mid/L4

Senior/L5

Staff/L6

Junior/L3 · Business Data Analyst

2件のレポート

$123,000

年収総額

基本給

$116,528

ストック

-

ボーナス

-

$123,000

$123,000

面接体験

7件の面接

難易度

3.0

/ 5

期間

14-28週間

内定率

14%

体験

ポジティブ 14%

普通 86%

ネガティブ 0%

面接プロセス

1

Application Review

2

Online Assessment/Technical Screen

3

Live Coding Interview

4

Case Study/Technical Assessment

5

Behavioral Interview

6

Offer

よくある質問

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Case Study

System Design