Senior Machine Learning Engineer - Applications
San Francisco, CA, United States
LiveRamp is the leading data connectivity platform. We believe connected data has the power to change the world. Our platform powers insights and experiences centered around the needs of real people, and in ways that keep the Internet open for all. LiveRampers thrive on building together with curiosity and humility—and have a good bit of fun along the way. We’re always looking for smart, kind, and creative people to grow our team and impact.
Mission: LiveRamp makes it safe and easy for businesses to use data effectively.
The mission of the data science team is to develop innovative analytical products and algorithms across LiveRamp applications. Our data science products are end-to-end, automated solutions that incorporate data pipelines, analytical logic, machine learning algorithms, external API-s and data visualization. We thrive on innovation and experimentation.
As Senior Machine Learning Engineer, you will:
- Design and deploy machine learning operations (MLOps) architecture to facilitate model testing, deployment and model performance monitoring.
- Own delivery of analytical systems from conception to production.
- Work with other engineering teams to design, code, and deploy Data Science and machine learning solutions to products.
- Collaborate with business partners to develop technical /business approaches and new or enhanced technical tools.
- Be an evangelist for new technologies that can improve our products and our data science stack
About you:
This job requires a wide range of technical and work experience, including:
- 4+ years of experience writing and deploying production code; experience working as a senior engineer designing end-to-end applications
- 2+ years of experience in building large-scale data pipelines and applications in a managed service environment e.g. GCP.
- Strong proficiency in Python and SQL.
- Knowledge of machine learning frameworks (e.g. TensorFlow).
- Solid understanding and hands-on experience with Google Cloud tools and services for data processing and workflow management (e.g. Dataflow, Composer, Dataproc, etc.)
- Proficiency in core Google Cloud tools and services for security and identity, storage, computing, networking, API management, workflow management and monitoring
- Solid command of developer tools for containerization (esp. Docker), orchestration (esp. Kubernetes), infrastructure as code (esp. Terraform).
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.
- Whole Health Package: Medical, dental, vision, life, disability, long term care, accident and critical illness insurance, pre-tax accounts (health, dependent and commuter), and a family forming benefit through Carrot. Plus Milk Stork, backup child and elder care, and discount on pet insurance, mental health support (via Talkspace)
- FlexPerks reimbursement program to provide flexibility and choice ($375/quarter) for fitness, emotional, financial, family, travel and entertainment, convenience and security expenses. (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 help you set up your home office (Home-based LiveRampers)
- Location: work in the heart of San Francisco and/or from home (remote-eligible roles)
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.
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.
Tags: APIs Dataflow Data pipelines Dataproc Data visualization Docker Engineering GCP Google Cloud Kubernetes Machine Learning MLOps Pipelines Python Security SQL TensorFlow Terraform Testing
Perks/benefits: 401(k) matching Career development Equity Fitness / gym Flex hours Flex vacation Health care Home office stipend Insurance Medical leave Parental leave Pet friendly Team events
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