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Full-Time

Sr. Manager

Machine Learning Infrastructure

Posted on 6/27/2024

Moloco

Moloco

501-1,000 employees

Machine learning for user acquisition and monetization

Consumer Software
AI & Machine Learning

Senior

San Carlos, CA, USA

Requires onsite presence in Redwood City, California for three days per week.

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
Kubernetes
Python
Data Science
Tensorflow
Java
Data Analysis
Google Cloud Platform
Requirements
  • 8+ years software engineering experience using one or more modern languages such as C#, C++, Go, Java, Python.
  • 8+ years software development experience on backend/infrastructure systems.
  • Strong Computer Science fundamentals and problem-solving skills.
  • Strong software development skills, from requirements to design to implementation.
  • Mastery of multiple skills involved in developing large scale systems, such as integration testing, deployment, monitoring, production troubleshooting, database schema design, or developing data processing pipelines.
  • Experience delivering projects with material impact, through leading project teams of 5+ engineers and collaborating within and across teams and roles (Product Management, SRE, Data Science, ML modeling, etc); or through autonomous ownership of unusually complex projects, from inception to productionization.
  • Experience with TensorFlow and/or C++ performance optimization.
Responsibilities
  • Lead a team of ML engineers who work on infrastructure that helps the broader ML team train about 1000 model instances everyday and serve 7M QPS within a latency of 25 milliseconds.
  • Develop scalable, fault-tolerant, and testable code using backend technologies such as TensorFlow, Kubernetes, Google Cloud Platform, and the Java and Python programming languages.
  • Contribute to building and supporting the machine learning platforms that power the future of Moloco’s growth, spanning flagship user and advertiser-facing products.

Moloco helps businesses in the digital advertising industry acquire and re-engage high-value users using machine learning and first-party data. Their services optimize for specific business goals by making accurate predictions based on real-time data, allowing companies to monetize effectively regardless of budget or location. Unlike competitors, Moloco focuses on delivering measurable outcomes for any advertising goal, maximizing the value of every user. The company's goal is to assist clients in increasing their revenue through performance advertising.

Company Stage

Series C

Total Funding

$529.3M

Headquarters

Redwood City, California

Founded

2013

Growth & Insights
Headcount

6 month growth

11%

1 year growth

19%

2 year growth

68%
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Simplify's Take

What believers are saying

  • Moloco's recognition by Goldman Sachs and partnerships with industry giants like SK Telecom and Viacom18 indicate strong growth potential and market validation.
  • The launch of the Agency Partner Program expands Moloco's reach and influence, providing agencies with advanced tools to drive client success and revenue.
  • Their machine learning engine's ability to make accurate real-time predictions can significantly boost client ROI, making Moloco an attractive partner for performance advertising.

What critics are saying

  • The digital advertising space is highly competitive, with major players like Google and Facebook posing significant threats to market share.
  • Dependence on first-party data may limit Moloco's effectiveness in markets with stringent data privacy regulations.

What makes Moloco unique

  • Moloco leverages machine learning and first-party data to optimize user acquisition and monetization, setting it apart from competitors relying on third-party data.
  • Their focus on delivering outcomes for any advertiser goal ensures a tailored approach, unlike one-size-fits-all solutions in the market.
  • Strategic partnerships with major players like SK Telecom and Viacom18 highlight Moloco's ability to integrate and enhance existing platforms with advanced AI capabilities.

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Benefits

Comprehensive health and wellness: Competitive health, dental, vision and life insurance (covered at 100% for you) and your family.

Professional development: Teach yourself something new and get reimbursed each year for your professional development.

Food and snacks: Enjoy lunch on us. We bring lunch in for employees everyday, In addition, our micro-kitchens are filled with healthy snacks and beverages for you to enjoy

Paid parental leave: Our maternity/paternity leave plan also has you covered when you welcome a new child into your family.

Unlimited vacation: We encourage team members to take time off to relax and recharge with our flexible paid time off policy.

Financial benefits: We provide stock options and generous 401k/pension with an employer match that helps you prepare for your future.

INACTIVE