Liftoff

Software Engineer, ML Data

Liftoff$180K — $230K *
Enterprise Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Strong coding ability in Python and Golang.
  • Core computer science fundamentals in data structures and algorithms.
  • 6+ years of relevant industry experience.
  • Experience with Spark is beneficial.
  • Background in high-growth startup environments is advantageous.
  • Experience in building machine learning tooling for large-scale applications is a big plus.
  • Passion for quality with a pragmatic approach to delivering products.

Responsibilities

  • Collaborate with ML, software, and infrastructure engineers to build the ML platform.
  • Design and implement scalable, reliable, and cost-efficient systems for data lakes and model training.
  • Enable next-generation machine learning models and technologies to drive business outcomes.
  • Utilize open-source technologies and vendor products effectively in development.
  • Contribute to analytics, reporting, and monitoring infrastructure for better insights.

Benefits

  • Hybrid work option with 2 days per week in the Bay Area offices.
  • Opportunities for in-person team gatherings quarterly for enhanced collaboration.
  • Full compensation package including equity options and comprehensive health benefits.
Full Job Description
About the team:

With our success over the past 10 years, we are ready to move beyond our current technologies and build the next generation ML Platform to align with our current business needs as we continue to grow. Currently using a custom setup, we handle 1.5 billion ML inferences per second, every day. We are now building a new ML platform to support neural networks at that scale to increase the intelligence of our models.
As a Software Engineer on the Machine Learning Data Platform team at Liftoff, you will:
  • Work with an experienced team of ML, Software, and Infrastructure Engineers that are building the ML platform for Liftoff
  • Design, engineer & implement reliable, scalable, and cost-efficient systems to support data lake infrastructure, dataset generation, model training infrastructure, analytics, reporting and monitoring infrastructure
  • Deliver business results by enabling next generation ML models and technologies
  • Utilize vendor-based products (AWS, Weight & Biases, etc.), open-source technologies (PyTorch, PySpark, Trino, Hive, Iceberg, Clickhouse, etc.) and in-house tooling
Desired qualities and experience:
  • Very strong coding ability in Python and Golang.
  • Strong core CS fundamentals (data structures, algorithms, architecting systems)
  • 6+ years of industry experience
  • Experience with Spark is a plus.
  • Experience working in a high-growth startup atmosphere is a plus
  • Experience building Machine Learning tooling or platforms, in particular when applied to large-scale problems, is a big plus
  • A passion for quality and excellence, and the ability to temper it when necessary to ship

Location:
This role is eligible for hybrid work, 2 days per week in one of our Bay Area offices in Redwood City or San Francisco.

Travel Expectations:

We offer several opportunities for in-person team gatherings, including but not limited to project meetings, regional meetups, and company-wide events. We expect our employees to attend these gatherings at least once per quarter. These gatherings provide essential opportunities for collaboration, communication, and team building.

Compensation:

Liftoff offers all employees a full compensation package that includes equity and health/vision/dental benefits associated with your country of residence. Base compensation will vary based on the candidate's location and experience.

The following are our base salary ranges for this role:
  • SF Bay Area: $180,000 - $230,000

#LI-CM1

About Liftoff

Liftoff is a mobile app marketing and retargeting platform that uses post-install user data to run true CPA-optimized mobile app install campaigns. The company was founded in 2012 and is headquartered in San Francisco, California. Liftoff's technology helps app marketers target and convert users who are most likely to engage with their apps, thereby driving engagement and revenue growth. The company has won several awards for its innovative technology and has been recognized as one of the fastest-growing private companies in America by Inc. Magazine.
Learn more about Liftoff
Size
200 employees
Industry
Founded
2012
5 Year Trend
+50%
Revenue
$100 million

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