CrawlJobs Logo

Staff Machine Learning Engineer - Ads

uber.com Logo

Uber

Location Icon

Location:
United States , New York

Category Icon

Job Type Icon

Contract Type:
Not provided

Salary Icon

Salary:

30.00 USD / Hour

Job Description:

The Ads Machine Learning team at Uber is responsible for designing, building, and evolving the core ML systems that powers ads selection, ranking, pricing, and delivery across the Uber ecosystem. We develop a deep understanding of user intent and merchant objectives to produce high quality ML signals that drive large scale auction based decision making. These systems operate under strict latency, reliability, and fairness constraints while serving billions of predictions that directly impact user experience, advertiser performance, and revenue outcomes. As a Staff Machine Learning Engineer, you will play a central role in defining and executing the Ads ML technical roadmap. You will lead the design of next generation recommendation and auction architectures, enable step function improvements in model quality and serving efficiency, and raise the bar on observability and reliability of online ML systems. This role requires end to end ownership across modeling, training, online inference, and system integration, as well as close collaboration with product, infrastructure, and platform teams. Delivering robust, scalable, and measurable ad recommendations is critical to Uber’s rapidly growing Ads business, making this a highly visible and high impact role.

Job Responsibility:

  • Lead the design and evolution of machine learning models that power ads ranking, pricing, and auction systems at scale
  • Own end to end ML systems, including training pipelines, feature infrastructure, and low latency online inference for real time and batch use cases
  • Apply advanced statistical and ML techniques to improve ads relevance, marketplace efficiency, and advertiser outcomes
  • Define experimentation strategies, success metrics, and evaluation frameworks, and drive iteration through rigorous offline and online testing
  • Establish model and system observability through metrics, dashboards, and reliability best practices
  • Translate ambiguous product goals into durable ML architectures in close partnership with Product and Engineering
  • Provide technical leadership through mentorship, design reviews, and raising engineering standards across the Ads ML org
  • Stay current on advances in machine learning and ads auction systems, and drive adoption where they deliver clear impact

Requirements:

  • Bachelor’s degree or equivalent experience in Computer Science, Computer Engineering, Data Science, Machine Learning, Statistics, or a related quantitative field
  • Demonstrated ownership of designing, deploying, and evolving large scale machine learning systems powering ads ranking, auction, or pricing in production environments
  • Strong proficiency in Python for building production ML systems and defining model, feature, and training abstractions used across teams
  • Deep understanding of SQL with experience driving production decision making, data validation, and system level analysis
  • Strong grasp of big data and distributed system architectures, with experience designing data platforms and ETL pipelines that support Ads ML workloads
  • Hands on experience building and operating batch data pipelines using Spark or comparable distributed compute frameworks, with accountability for data quality and correctness
  • Proven expertise in experimentation and evaluation, including A/B testing and offline metrics for ads auctions, ranking quality, and marketplace outcomes
  • Experience defining and operationalizing model and serving level metrics, and building observability for reliable online ML inference systems
  • Experience owning or influencing online model serving, including latency aware inference, scalability, and reliability considerations
  • Strong grounding in statistical methods, with the ability to reason about bias, uncertainty, and tradeoffs in ads and marketplace systems
  • Demonstrated ability to influence product and technical direction by synthesizing complex modeling insights into clear recommendations
  • Ability to operate independently in ambiguous problem spaces, set technical direction, and drive alignment across ML, product, and platform teams
  • Strong communication skills across technical and executive audiences, with a consistent track record of mentorship and feedback

Nice to have:

  • 7 or more years of industry experience as a Machine Learning Engineer or equivalent, with demonstrated impact at Staff or equivalent scope
  • Proven experience leading large, ambiguous technical initiatives and setting direction across teams in fast moving, cross functional environments
  • Experience designing, scaling, and operating production ML systems end to end, including training, deployment, and online inference
  • Hands on experience with online model serving and inference optimization, including latency aware systems, GPU based serving, or platforms such as Triton
  • Direct experience building or evolving ads auction systems, including ranking, pricing, calibration, or marketplace tradeoffs
  • Experience applying state of the art deep learning architectures for large scale recommendation or ranking systems, including modern GenRec patterns
  • Advanced degree (M.S. or Ph.D.) in Machine Learning, Data Science, or a related field is a plus

Additional Information:

Job Posted:
February 14, 2026

Employment Type:
Fulltime
Work Type:
On-site work
Job Link Share:

Looking for more opportunities? Search for other job offers that match your skills and interests.

Briefcase Icon

Similar Jobs for Staff Machine Learning Engineer - Ads

Senior Staff Machine Learning Engineer - Driver Pricing & Marketplace Optimization

We’re seeking an exceptional Senior Staff ML Engineer to lead breakthrough ML in...
Location
Location
United States , Sunnyvale, California; San Francisco, California
Salary
Salary:
267000.00 - 297000.00 USD / Year
uber.com Logo
Uber
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • PhD in Computer Science, Machine Learning, Operations Research, or related quantitative field OR Master’s degree with 12+ years of industry experience
  • 10+ years of experience building and deploying ML models in large-scale production environments
  • Expert-level proficiency in modern ML frameworks (TensorFlow, PyTorch, JAX) and distributed computing platforms (Spark, Ray)
  • Deep expertise across multiple areas including: Deep Learning, Causal Inference, Reinforcement Learning, Multi-objective Optimization, Algorithmic Game Theory, and Large-scale Ads Ranking/Auction Systems
  • Proven track record of leading complex ML projects from research through production with significant measurable business impact
  • Strong programming skills in Python, Java, or Go with experience building production ML systems
  • Experience with feature engineering, model serving, and ML infrastructure at scale (handling millions of predictions per second)
  • Technical leadership experience including mentoring senior engineers and driving cross-team technical initiatives
Job Responsibility
Job Responsibility
  • Lead the design and implementation of advanced ML systems for dynamic pricing algorithms serving millions of drivers across 70+ countries around the world
  • Architect real-time ML infrastructure handling 1M+ pricing decisions per second with sub-50ms latency requirements
  • Drive breakthrough research in causal ML, reinforcement learning, algorithmic game theory, and multi-objective optimization for marketplace optimization with strategic agents
  • Own end-to-end ML model lifecycle from research through production deployment and continuous optimization
  • Build scalable ML architecture and feature management systems supporting Driver Pricing and broader Marketplace teams
  • Design experimentation frameworks enabling rapid testing of pricing algorithms using A/B, Switchback, Synthetic Control, and other experimental methodologies
  • Establish ML engineering best practices, monitoring, and operational excellence across the organization
  • Create platform abstractions that enable other ML engineers to iterate faster on pricing algorithms
  • Partner with Product, Operations, and Earner Experience teams to translate complex business requirements into ML solutions
  • Collaborate with Marketplace Engineering and Science teams to productionize cutting-edge ML research
What we offer
What we offer
  • Eligible to participate in Uber's bonus program
  • May be offered an equity award & other types of comp
  • Eligible for various benefits
  • Fulltime
Read More
Arrow Right
New

Lead Software Engineer - AI Engineering

Join RTB House and lead our AI Engineering Lab, a team dedicated to pioneering i...
Location
Location
Poland
Salary
Salary:
Not provided
rtbhouse.com Logo
RTB House
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • Minimum of 6 years of professional experience in Software Engineering, with a strong background in building and deploying complex, large-scale systems
  • Distributed Systems Expertise: Proven, hands-on experience designing, developing, and operating distributed systems at scale (e.g., microservices, event-driven architectures, stream processing)
  • Programming Languages: Proficiency in at least two programming languages, with Python being mandatory
  • AI/ML Engineering: Basic understanding of the Machine Learning lifecycle, MLOps practices, and experience in integrating ML models (especially LLMs) into production applications
  • Technical Leadership: Demonstrated experience in technical leadership, including defining technical roadmaps, mentoring junior engineers, leading code reviews, and driving architectural decisions
  • Education: Bachelor’s or Master’s degree in Computer Science, Engineering, or a related technical field.
Job Responsibility
Job Responsibility
  • Lead, mentor, and grow a team of talented Frontend/Full Stack and Backend engineers, fostering a culture of technical excellence and high code quality
  • Serve as a Full Stack tech-leader (often hands-on), contributing to the design and development of key architectures and full stack solutions that support various platforms (Web, Mobile, CTV)
  • Define and execute the team's charter, focusing on end-to-end customer interactions and the reliable display of ads globally
  • Develop and oversee state-of-the-art observability systems for the Ad Display platform, tracking crucial metrics like reliability, viewability, latency, and providing deep debugging insights for ad creation teams
  • Provide governance for cross-team ad rollout, including defining best practices and tooling for rigorous testing and deployment strategies (A/B testing, Canary deployments)
  • Lead complex technical projects at massive scale, ensuring our solutions can handle millions of requests and maintain high performance worldwide
  • Collaborate intensely with a Staff Frontend Engineer, stakeholders from Ads layouts creation teams (designers, graphic specialists), and the core Bidding Platform backend teams.
What we offer
What we offer
  • Projects focused on high code quality – solid code reviews are our standard
  • Collaboration within an interdisciplinary, self-sufficient team including: DevOps (ensuring a great Developer Experience), database experts, backend developers, product designers, and QA engineers
  • Hardware and software tailored to your preferences – e.g. MacBook, AI tool licenses
  • Access to modern technologies and the opportunity to apply them in large-scale, high-impact projects
  • Flexible working conditions – no core hours, fully remote cooperation.
Read More
Arrow Right

Member of Technical Staff, Data Infrastructure

We're looking for a Data Engineer to build and scale the data infrastructure tha...
Location
Location
Salary
Salary:
240000.00 - 290000.00 USD / Year
runwayml.com Logo
Runway
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • 4+ years of industry experience in data engineering
  • Strong knowledge of Python
  • Experience with data quality, deduplication, and cleaning at scale
  • Comfortable working with cloud storage (S3) and managing large datasets
  • Experience building and maintaining ETL/CDC pipelines at scale
  • Strong SQL skills and experience with multiple database systems (Postgres, columnar databases like ClickHouse/Redshift)
  • Humility and open mindedness
Job Responsibility
Job Responsibility
  • Build and own pipelines for the creation, curation, and processing of large-scale multimodal datasets, including vector database (LanceDB) management and query optimization for ML metadata
  • Build and own ETL and CDC streams from Postgres and ClickHouse to analytics warehouses
  • Build standardized data transformation layers using dbt to replace ad-hoc SQL queries and create maintainable data models for business analytics
  • Manage production databases (Postgres, ClickHouse) and optimize for performance and reliability
Read More
Arrow Right
New

Project Engineer Malting Brewing Materials

Unleash your expertise in the world of brewing innovation. Are you an ambitious ...
Location
Location
Belgium , Leuven
Salary
Salary:
Not provided
https://www.randstad.com Logo
Randstad
Expiration Date
April 07, 2026
Flip Icon
Requirements
Requirements
  • university technical degree or equivalent (Brewing Science, Food Science, Chemistry, Biochemistry, Engineering, or a related field)
  • experience in the brewing and/or beverage industry is highly desirable
  • demonstrated leadership and the proven ability to impact and influence outcomes
  • strong team player, highly target-oriented, with unwavering respect for quality and timing
  • strong communication and presentation skills
  • able to bridge cultural diversity and work effectively in a multinational setting
  • committed to continuous learning and improvement
  • fluency in written and spoken English is essential
  • demonstrated multi-dimensional, analytical, and critical thinking skills
  • deep knowledge of the MS Office environment, with strong data analysis and visualization skills in Excel
Job Responsibility
Job Responsibility
  • Lead raw materials projects and initiatives
  • Collaborate closely with senior experts and operations managers across all company zones
  • Define and develop comprehensive implementation plans for projects
  • Maintain the day-to-day progression of global projects
  • Proactively identify technical and operational gaps and define solutions aimed at liquid variable cost reduction
  • Perform project trials related to malting, brewing, and co-products directly at the research pilot brewery (RPB)
  • Create detailed experimental plans
  • Conduct essential lab analysis and rigorously gather/analyze data to support improvement projects
  • Ensure the adequate implementation and post-launch appraisal of new liquids resulting from successful projects
  • Leverage and apply deep expertise in malting and brewing materials and side-streams
Read More
Arrow Right
New

Teaching assistant

This is your opportunity to join a small, independent specialist school, designe...
Location
Location
United Kingdom , Redhill
Salary
Salary:
20200.00 - 23500.00 GBP / Year
https://www.randstad.com Logo
Randstad
Expiration Date
March 10, 2026
Flip Icon
Requirements
Requirements
  • Relevant SEN experience (personal or work)
  • Experience (voluntary or paid) working with children and young adults
  • GCSE Maths and English or equivalent
  • Eligibility to work in the UK
Job Responsibility
Job Responsibility
  • Supporting in the delivery of engaging and interactive lessons and educational activities
  • Supporting learners with SEN on a 1:1, small group and whole class basis
What we offer
What we offer
  • Free onsite parking
  • School networking events/ social events for teachers
  • Ready of supply of drinks, chocolate, biscuits and cakes in their welcoming and inviting staff room equally equipped with games, TV's and shared library
  • Brilliant resources and spacious classrooms/grounds
  • Career progression opportunities
  • Fully funded training and qualifications
Read More
Arrow Right
New

Teaching assistant

This is your opportunity to join a small, independent specialist school, designe...
Location
Location
United Kingdom , Caterham, Surrey
Salary
Salary:
20200.00 - 23500.00 GBP / Year
https://www.randstad.com Logo
Randstad
Expiration Date
March 10, 2026
Flip Icon
Requirements
Requirements
  • Relevant SEN experience (personal or work)
  • Experience (voluntary or paid) working with children and young adults
  • GCSE Maths and English or equivalent
  • Eligibility to work in the UK
Job Responsibility
Job Responsibility
  • Supporting in the delivery of engaging and interactive lessons and educational activities
  • Supporting learners with SEN on a 1:1, small group and whole class basis
What we offer
What we offer
  • Free onsite parking
  • School networking events/ social events for teachers
  • Ready of supply of drinks, chocolate, biscuits and cakes in their welcoming and inviting staff room equally equipped with games, TV's and shared library
  • Brilliant resources and spacious classrooms/grounds
  • Career progression opportunities
  • Fully funded training and qualifications
Read More
Arrow Right
New

Teaching assistant

This is your opportunity to join a small, independent specialist school, designe...
Location
Location
United Kingdom , Godstone
Salary
Salary:
20200.00 - 23500.00 GBP / Year
https://www.randstad.com Logo
Randstad
Expiration Date
March 10, 2026
Flip Icon
Requirements
Requirements
  • Relevant SEN experience (personal or work)
  • Experience (voluntary or paid) working with children and young adults
  • GCSE Maths and English or equivalent
  • Eligibility to work in the UK
Job Responsibility
Job Responsibility
  • Supporting in the delivery of engaging and interactive lessons and educational activities
  • Supporting learners with SEN on a 1:1, small group and whole class basis
What we offer
What we offer
  • Free onsite parking
  • School networking events/ social events for teachers
  • Ready of supply of drinks, chocolate, biscuits and cakes in their welcoming and inviting staff room equally equipped with games, TV's and shared library
  • Brilliant resources and spacious classrooms/grounds
  • Career progression opportunities
  • Fully funded training and qualifications
Read More
Arrow Right
New

Teaching assistant

This is your opportunity to join a small, independent specialist school, designe...
Location
Location
United Kingdom , Godstone
Salary
Salary:
20200.00 - 23500.00 GBP / Year
https://www.randstad.com Logo
Randstad
Expiration Date
March 10, 2026
Flip Icon
Requirements
Requirements
  • Relevant SEN experience (personal or work)
  • Experience (voluntary or paid) working with children and young adults
  • GCSE Maths and English or equivalent
  • Eligibility to work in the UK
Job Responsibility
Job Responsibility
  • Supporting in the delivery of engaging and interactive lessons and educational activities
  • Supporting learners with SEN on a 1:1, small group and whole class basis
What we offer
What we offer
  • Free onsite parking
  • School networking events/ social events for teachers
  • Ready of supply of drinks, chocolate, biscuits and cakes in their welcoming and inviting staff room equally equipped with games, TV's and shared library
  • Brilliant resources and spacious classrooms/grounds
  • Career progression opportunities
  • Fully funded training and qualifications
Read More
Arrow Right