Senior Software Engineer - ML Models - Measurement

Senior Software Engineer - ML Models - Measurement

This job is no longer open

LiveRamp is the data collaboration platform of choice for the world’s most innovative companies. A groundbreaking leader in consumer privacy, data ethics, and foundational identity, LiveRamp is setting the new standard for building a connected customer view with unmatched clarity and context while protecting precious brand and consumer trust. LiveRamp offers complete flexibility to collaborate wherever data lives to support the widest range of data collaboration use cases—within organizations, between brands, and across its premier global network of top-quality partners.

Hundreds of global innovators, from iconic consumer brands and tech giants to banks, retailers, and healthcare leaders turn to LiveRamp to build enduring brand and business value by deepening customer engagement and loyalty, activating new partnerships, and maximizing the value of their first-party data while staying on the forefront of rapidly evolving compliance and privacy requirements.


You will:

  • Help design and implement cloud agnostic distributed computing solutions to run advanced ML based data modeling techniques at scale.

  • Work closely with data scientists and engineers alike to adjust and optimize code, queries and infrastructure for scale.

  • Work hand-in-hand with our data science team to help them iterate over new models and new data sets rapidly and make those models production ready

  • Build, deploy and maintain RESTful API services to petabyte-scale backends.

  • Write automation tools for all aspects of Python development: infrastructure orchestration and configuration, code build and release pipelines (CI/CD), data pipeline testing frameworks.  

  • Work in multiple cloud environments such as AWS and GCP.

  • Treat infrastructure as code leveraging tools like Terraform, Docker and Kubernetes.

  • Help design new product offerings in the Measurement space.


 

Your team will: 

  • Collaborate with a data science team that develops Reach, Frequency, Lift and Attribution batch and time-series ML backed models for in-depth ad campaign measurement business intelligence analysis.

  • Enable configuration-driven workflows that automate batch and streaming-based processing on top of Measurement services and assets.

  • Provide an orchestration platform for complex measurement model builds using the latest open source and cloud native technologies.

  • Explore setting up ML Ops stacks as applied to measurement analytics.

About you: 

  • 5+ years experience in data engineering and backend services development.

  • Expert SQL knowledge and proven experience working with relational databases.

  • Strong command of Python and SQLAlchemy.

  • Good understanding of distributed computing and distributed SQL tools such as Presto or Spark SQL.

  • Strong ability to break down complex problems to their essential components and design and implement elegant solutions for them.

  • Experience designing, building and deploying RESTful APIs

  • Strong understanding of various code testing frameworks and tools.

  • Curious to learn and comfortable evaluating and adapting to the latest tools and industry best practices.

  • Have a startup personality and enjoy working as part of a Scrum team: smart, ethical, friendly, hard-working, and productive.

  • Strong oral and written communication, project management and organizational skills.

Preferred Skills:

  • Experience with processing hundreds of terabytes or petabyte scale of data.

  • Strong mathematical or physics background.

  • Expertise in applying machine learning to data to maximize data value.

  • Experience working with distributed SQL engines such as Trino/Presto and/or SQL warehouses such as Redshift or BigQuery.

  • Experience building infrastructure to enable large scale Machine Learning development (ML Ops) 

Benefits:

  • People: Work with talented, collaborative, and friendly people who love what they do.

  • Fun: We host in-person and virtual events such as game nights, happy hours, camping trips, and sports leagues. 

  • Work/Life Harmony: Flexible paid time off, paid holidays, options for working from home, and paid parental leave.

  • Comprehensive Benefits Package: Medical, dental, vision, life, and disability. Plus, mental health support (via Talkspace), flexible time off, parental leave, family forming benefits, and a flexible lifestyle and wellbeing reimbursement program (up to $375 per quarter, U.S. LiveRampers)

  • Savings: Our 401K matching plan—1:1 match up to 6% of salary—helps you plan ahead.  Also Employee Stock Purchase Plan - 15% discount off purchase price of LiveRamp stock (U.S. LiveRampers)

  • RampRemote: A comprehensive office equipment and ergonomics program—we provide you with equipment and tools to be your most productive self, no matter where you're located

  • Location: work in the heart of *Location* and/or from home (remote-eligible roles)

More about us:

LiveRampers are empowered to live our values of committing to shared goals and operational excellence. Connecting LiveRampers to new ideas and to one another is one of our guiding principles—one that informs how we hire, train, and grow our global teams across nine countries and four continents. By continually building inclusive, high belonging teams, LiveRampers can deliver exceptional work, champion innovative ideas, and be their best selves. Click here to learn more about Diversity, Inclusion, & Belonging (DIB) at LiveRamp.

For All NYC POSTINGS & SF POSTINGS

The approximate annual base compensation range is $156,000 to $199,000 the actual offer, reflecting the total compensation package and benefits, will be determined by a number of factors including the applicant's experience, knowledge, skills, and abilities, geography, as well as internal equity among our team.

LiveRamp is an affirmative action and equal opportunity employer (AA/EOE/W/M/Vet/Disabled) and does not discriminate in recruiting, hiring, training, promotion or other employment of associates or the awarding of subcontracts because of a person's race, color, sex, age, religion, national origin, protected veteran, disability, sexual orientation, gender identity, genetics or other protected status. Qualified applicants with arrest and conviction records will be considered for the position in accordance with the San Francisco Fair Chance Ordinance. 

California residents: Please see our California Personnel Privacy Policy for more information regarding how we collect, use, and disclose the personal information you provide during the job application process.

To all recruitment agencies: LiveRamp does not accept agency resumes. Please do not forward resumes to our jobs alias, LiveRamp employees or any other company location. LiveRamp is not responsible for any fees related to unsolicited resumes.

#LI-Remote

More about us:

LiveRamp’s mission is to connect data in ways that matter, and doing so starts with our people. We know that inspired teams enlist people from a blend of backgrounds and experiences. And we know that individuals do their best when they not only bring their full selves to work but feel like they truly belong. Connecting LiveRampers to new ideas and one another is one of our guiding principles—one that informs how we hire, train, and grow our global team across nine countries and four continents. Click here to learn more about Diversity, Inclusion, & Belonging (DIB) at LiveRamp.

This job is no longer open
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