200+ applicants

Company

Original Job Post

Demandbase · 1 week ago

Staff Data Scientist

United States

Full-time

Remote

Mid Level

$169K/yr - $272K/yr

3+ years exp

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Hiring Manager

Edwin Miraflor⁢⁢⁢⁢⁢𝅷𝅷𝅷𝅷

Insider Connection @Demandbase

Discover valuable connections within the company who might provide insights and potential referrals, giving your job application an inside edge.

Responsibilities

Develop Machine Learning algorithms that optimize and make an immediate business impact on KPIs.

Build, test, and deploy custom ML/AI models and algorithms on large datasets, and develop processes for monitoring and analyzing their performance in production environments.

Communicate algorithms, complex data science methods, and statistical results with technical and non-technical audiences.

Stay current with the latest technology/research and drive innovation.

Qualification

PythonMachine LearningStatisticsComputer ScienceSQLML LibrariesTensorFlowScikit-learnPandasNumpyNLTKKerasBQMLSparkMLJupyter NotebooksAd OptimizationA/B TestingGreenfield ProjectDatabase ToolsReinforcement LearningMartech/AdtechScalaAWSGoogle Cloud

Required

3+ years of data science experience

Background in Statistics, Computer Science, Machine Learning, Mathematics, Computational Psychology, Operational Research, Physics, or relevant field

Driven more than one greenfield project from concept to production release

Proficiency with analytical and database tools (e.g. Jupyter notebooks, Hive, SQL, No-SQL)

Demonstrated ability to write clean and performant code in Python

Experience in at least one of the following categories of ML problems: Ranking & Recommendation Systems, Ad Optimization (Reinforcement learning or Real-time bidding algorithms), Experimentation (A/B testing)

Preferred

Experience leading teams and projects

Experience with Google Cloud or AWS

Prior experience in Martech/Adtech space

Scala proficiency

You are highly self-motivated and able to operate with significant autonomy

You are able to break down complex problems and come up with simple innovative solutions

You are able to focus on the goals without getting lost in the details

Data is your thing, you love metrics and use metrics to drive projects

You are willing to build end-to-end and own the machine learning products you build or help build

Benefits

Medical and Vision premium options up to 100% paid for employees

Flexible PTO policy

No internal meeting Fridays

Modern Health mental wellness platform

11 paid holidays and 2 additional weeks off for all employees (the week of July 4th and the week of Thanksgiving)

401(k)

Short-term/long-term disability

Life insurance

Company

Demandbase

Glassdoor

4.3

Demandbase is a company that specializes in account-based marketing, sales intelligence, and data.

Founded in 2007

San Francisco, California, USA

501-1,000 employees

http://www.demandbase.com

H1B Sponsorship

Demandbase has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

2023 (7)

2022 (10)

2021 (10)

2020 (3)