Moloco

Sr. Manager - Machine Learning Infrastructure

Redwood City, CA US
GCP Java Python C++ Go Machine Learning TensorFlow Kubernetes C#
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Description

About Moloco: 

Moloco is a machine learning company empowering organizations of all sizes to grow and unlock the full value of their unique first-party data, elevating the traditional path to performance advertising. While the largest technology companies have proven the speed and scale of ad-targeting utilizing data— the same robust performance powered by machine learning has previously been unavailable beyond their platforms. 

That's where Moloco steps in. With Moloco's powerful combination of cutting-edge machine learning technologies, we play a unique and visible role in shaping the digital economy, all while allowing companies to stay independent and scale.

An industry leader at the nexus of machine learning, performance marketing, and visionary product infrastructure, Moloco is advancing the advertising technology industry. We ranked #95 in the Inc. 5000 fastest-growing private companies for 2022. We ranked #91 among Deloitte’s 2021 Fast 500 and have been certified by 91% of the company via Great Places to Work. Check us out on Glassdoor and be sure to get an inside look at working at Moloco on Instagram, Twitter, and Youtube

Moloco is headquartered in Silicon Valley, with offices in San Francisco, New York, Los Angeles, Seattle, London, Berlin, Seoul, Singapore, Beijing, Gurgaon, and Tokyo. 

Creating a diverse workforce and a culture of inclusion and belonging is core to our existence. To reach our goals, diversity of talent and thought is a critical component to how we operate as an organization. Our workforce is our superpower, and we know that fostering a culture of inclusion, authenticity, and belonging will allow us the greatest opportunity to carry out our mission -- to empower businesses of all sizes to grow through operational machine learning.

Moloco is a truly rewarding place to work and in an exciting period of growth, which you could be a part of. Join us today and apply now!

The Impact You’ll Be Contributing to Moloco: 

  • Moloco is a machine learning company operating at massive scale (we ingest 10 petabytes of training data per day) and our models are blazingly fast (returning predictions in 10 milliseconds or less); and a profitable unicorn (we're valued at $2B & been profitable for the last 13+ quarters). 
  • We’re seeking a Senior Manager to join us in building state-of-the-art machine learning infrastructure for our mobile advertising platform. You will be part of the engineering team that builds systems to train deep-neural-network machine learning (ML) models, as well as the infrastructure to deploy them for real-time, high-scale ad targeting.
  • A key part of our value propositions are our Machine Learning (ML) models. These models are built and deployed on infrastructure built by the ML-Infrastructure team. As part of the ML-Infrastructure team, you will get an opportunity to build software that will enable the ML team to ship faster and better models efficiently.

The Opportunity: 

  • 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.
  • Moloco’s ML capabilities lie at the heart of our ad products used by customers on an everyday basis. Many leading apps worldwide already benefit from Moloco’s innovative technology for user acquisition, re-engagement, and monetization. Check out this Moloco Engineering blog post describing how Moloco leverages deep neural networks at scale to solve challenging problems for our business.
  • We’re looking for an engineer who will play a central role in building and supporting the machine learning platforms that will power the future of Moloco’s growth, by developing scalable, fault-tolerant and testable code. You will use backend technologies such as TensorFlow, Kubernetes, Google Cloud Platform, and the Java and Python programming languages. Your work will span our flagship user and advertiser-facing products.
  • We understand the value of a strong engineering team and strive to hire only the best talent. While tackling challenging real-world problems, you will make a positive impact on millions of mobile users in the world and grow with top-notch colleagues.

How Do I Know if the Role is Right For Me? 

  • 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.

Moloco Thrive: Benefits and Well-Being:  

We take care of you and create the conditions for you to do the best work of your career. Through a lens of Inclusion, we offer innovative benefits which empower our employees  to take care of themselves and their families so they can do the best work of their lives. For an overview of our global benefits, click here

Moloco Values: 

  • Lead with Humility: Everyone’s voice is respected, valued, and heard. With humility, we become more open and accessible to each other. We win, lose, and learn together. Accountability and feedback are essential to our success. 

  • Uncapped Growth Mindset: We see all situations as opportunities to learn, grow, and improve as individuals and as an organization. We seek diverse perspectives, encourage curiosity, and promote experimentation to push the boundaries of what’s possible. 

  • Create Real Value: We pursue the most impactful opportunities with rigor and integrity. We take intelligent risks and make disciplined trade-offs to maintain deep focus. We help our customers win by delivering durable value. 

  • Go Further Together: We’re one team working towards one mission and vision. We collaborate proactively and inclusively, involving the right people at the right time and in the right way. We strive to create a more equitable workplace. We won’t let each other fail. 

Additional Resources: 

Equal Opportunity: 

Moloco is an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, color, creed, religion, national origin, age, sex and gender, gender expression and gender identity, sexual orientation, marital status, ancestry, physical or mental disability, military and veteran status, or any other characteristic protected by law. 

Candidate Privacy Notice:

Your privacy matters to us. By applying, you acknowledge that you’ve reviewed our Candidate Privacy Notice.

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