Senior Machine Learning Engineer - Machine Learning Infrastructure
FlipSalary not specified
Full Time
Senior (5 to 8 years)
$208,000 – $244,000Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
BiotechnologyIndustries
Requirements
Candidates must have over 7 years of experience building ML systems, with a focus on 0-to-1 system development and creating new capabilities from scratch. Experience with recommendation systems is a plus. Proven ability to deliver at scale, fluency in Python and popular ML frameworks, and experience with data and deployment technologies such as Snowflake, Airflow, Kubernetes, Docker, Helm, Spark, and PySpark are required. Experience building machine/deep learning models with frameworks like PyTorch, Tensorflow, or Keras, and experience with public cloud environments like AWS, GCP, or Databricks are also necessary. Expertise in building and maintaining LLM workflows and a track record of crafting recommendation systems are highly desirable.
Responsibilities
Architect scalable recommendation systems to serve millions of users, balancing performance and innovation. Leverage the latest LLMs to process vast conversation data and enhance user connections. Prototype, iterate, and ship production-ready ML solutions to solve real user problems. Collaborate cross-functionally with engineering, data science, and product teams to bring ideas to fruition. Drive the exploration of emerging AI tools and techniques to maintain Grindr's technological edge.
Skills
Machine Learning
Recommendation Systems
LLMs
Python
System Design
Scalability
Data Analysis
Grindr
Social networking app for LGBTQ individuals
About Grindr
Grindr connects gay, bi, trans, and queer individuals through a social networking app that uses location-based technology. Launched in 2009, it serves millions of users worldwide, providing a platform for social interaction, dating, and networking specifically for the LGBTQ community. Unlike other dating apps, Grindr focuses solely on this demographic, creating a safe and inclusive environment. The app generates revenue through advertisements, premium subscriptions like Grindr Unlimited, and in-app purchases, allowing users to enhance their experience. Beyond dating, Grindr engages with social issues and offers resources related to sexual health and safety, aiming to expand its influence within the community.
Los Angeles, CaliforniaHeadquarters
2009Year Founded
$90.5MTotal Funding
IPOCompany Stage
Consumer Software, Social ImpactIndustries
201-500Employees
Benefits
Family Insurance
401(k) Retirement Plan
401(k) Company Match
Unlimited Paid Time Off
Phone/Internet Stipend
Wellness Program
Family Planning Benefits
Performance Bonus
Employee Stock Purchase Plan
Risks
Union-busting allegations could harm Grindr's reputation and employee relations.
The AI 'wingman' bot may raise privacy concerns among users.
Involvement in Canberra's homophobic assault investigation could lead to negative publicity.
Differentiation
Grindr focuses exclusively on the LGBTQ community, offering a unique social networking platform.
The app leverages location-based technology to connect users globally, enhancing user engagement.
Grindr for Equality engages users in social issues, expanding its influence beyond dating.
Upsides
Grindr's AI 'wingman' bot aligns with the trend of AI-driven personalization in dating apps.
The partnership with Meridian enhances user safety, aligning with the trend of safety features.
Grindr's expansion into health services aligns with the trend of apps offering wellness features.
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