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Senior ML Engineer, Recommendation Systems

Senior ML Engineer, Recommendation Systems

Launch PotatoLima Metropolitana, Lima, Peru
Hace 20 días
Descripción del trabajo

Overview

Join to apply for the Senior ML Engineer, Recommendation Systems role at Launch Potato .

Launch Potato is a profitable digital media company with 30M+ monthly visitors across brands such as FinanceBuzz, All About Cookies, and OnlyInYourState. As The Discovery and Conversion Company, our mission is to connect consumers with the world’s leading brands through data-driven content and technology. Headquartered in South Florida with a remote-first team spanning over 15 countries, we emphasize speed, ownership, and measurable impact.

Why Join Us

At Launch Potato, you’ll accelerate your career by owning outcomes, moving fast, and driving impact with a global team of high-performers. We convert audience attention into action through data, machine learning, and continuous optimization. You’ll build the personalization engine behind our portfolio of brands and work on systems serving 100M+ predictions daily, directly impacting engagement, retention, and revenue at scale.

MUST HAVE

  • 5+ years building and scaling production ML systems with measurable business impact
  • Experience deploying ML systems serving 100M+ predictions daily
  • Strong background in ranking algorithms (collaborative filtering, learning-to-rank, deep learning)
  • Proficiency with Python and ML frameworks (TensorFlow or PyTorch)
  • Skilled with SQL and modern data warehouses (Snowflake, BigQuery, Redshift) plus data lakes
  • Familiarity with distributed computing (Spark, Ray) and LLM / AI Agent frameworks
  • Track record of improving business KPIs via ML-powered personalization
  • Experience with A / B testing platforms and experiment logging best practices

Your Role

Your mission : Drive business growth by building and optimizing the recommendation systems that personalize experiences for millions of users daily. You’ll own modeling, feature engineering, data pipelines, and experimentation to make personalization smarter, faster, and more impactful.

Outcomes

  • Build and deploy ML models serving 100M+ predictions per day to personalize user experiences at scale
  • Enhance data processing pipelines (Spark, Beam, Dask) with efficiency and reliability improvements
  • Design ranking algorithms that balance relevance, diversity, and revenue
  • Deliver real-time personalization with latency
  • Run statistically rigorous A / B tests to measure true business impact
  • Optimize for latency, throughput, and cost efficiency in production
  • Partner with product, engineering, and analytics to launch high-impact personalization features
  • Implement monitoring systems and maintain clear ownership for model reliability
  • Competencies

  • Technical Mastery : ML architecture, deployment, and tradeoffs
  • Experimentation Infrastructure : MLflow, Weights & Biases
  • Impact-Driven : Models that move revenue, retention, or engagement
  • Collaborative : Works with engineers, PMs, and analysts to scope features
  • Analytical Thinking : Designs rigorous test methodologies
  • Ownership Mentality : Owns models post-deployment and improves them
  • Execution-Oriented : Delivers production-grade systems quickly and rigorously
  • Curious & Innovative : Stays current with ML advances and applies them to personalization
  • EEO Statement

    Since day one, we've been committed to having a diverse, inclusive team and culture. We are proud to be an Equal Employment Opportunity company. We value diversity, equity, and inclusion. We do not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.

    Job Details

  • Seniority level : Mid-Senior level
  • Employment type : Full-time
  • Job function : Engineering and Information Technology
  • Industries : Advertising Services
  • Referrals increase your chances of interviewing at Launch Potato. Get notified about new Machine Learning Engineer jobs in Lima Metropolitan Area.

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