Causal ML Engineer: Uplift Modeling & Experiments
Snap Inc.
Snap Inc. is seeking a Machine Learning Engineer to design and productionize causal ML solutions that quantify impact and drive value for users and advertisers. You will work on uplift modeling, heterogeneous treatment effect estimation, and design experiments with product and engineering partners, balancing model performance with scalability and interpretability. Strong scripting in Python and collaboration across cross-functional teams are essential as you contribute to rapid iteration while #J-18808-Ljbffr Snap Inc.
$209k - $313k
...digital services.Snap Engineering teams build fun and... ...do:Design and build models that quantify causal impact, optimize... ...learning solutions (e.g., uplift modeling,... ...A/B tests and quasi-experiments; collaborate closely... ...and leveraging causal ML in production systemsPreferred...SuggestedFull timeLive inWork at officeLocal area- ...University is seeking a Machine Learning Engineer to support advanced technical research... ...transparency, and clinical utility of ML/AI models intended for translational impact and eventual... ...field and three years of relevant experience; or a combination of education and...Suggested
- Unity is seeking a Senior Machine Learning Engineer for the Vector Ads Modeling team in Mountain View, CA. You will advance ads recommendation algorithms... ...and large-scale compute to deliver personalized ad experiences. You will drive foundational research, understand the...Suggested
$265k - $331k
...seeking a Sr. Staff Machine Learning Engineer to lead model pretraining efforts for our Large Driving... ...by the intersection of large‑scale ML, autonomous driving, multi‑modal representation... ..., or a related field. ~8+ years of experience building large‑scale ML systems. ~...SuggestedFull timeContract workTemporary workPart timeLocal areaShift work$147.8k - $258.47k
...celebrates the unique perspectives and experiences that you bring. As you read through the... ...prior experiences. Our new progressive work model is called PinFlex, a term that’s... ...to learn more. Within the Monetization Engineering team, we try to connect the dots between...SuggestedRelocation packageFlexible hours$161k - $239k
...degree or equivalent practical experience. 5 years of experience with... ...Generative AI (Large Language Models, Multi-Modal, Large Vision... ...language processing or other ML discipline. Preferred qualifications... ...the job Google's software engineers develop the next-generation...Full time- ...autonomous platform with scalable ML and cloud infrastructure in California. You will scale models, optimize data pipelines, and run distributed... ...role requires a degree in Computer Engineering/CS/EE/Robotics with 4+ years of relevant experience, strong Python/C++, and familiarity...
- DoorDash is seeking a Causal Machine Learning Engineer to build the causal ML foundation behind how DoorDash grows New Verticals. This is not a generic ML role... ...or deeply worked on production causal systems: uplift models, heterogeneous treatment effect models, surrogate...
- ...seeks a Staff Machine Learning Engineer to advance ads recommendation algorithms... ...and deliver personalized experiences. You will join a high-impact Vector Ads Modeling team driving modeling roadmaps and... ...research. Expect hands-on ML/DL work using Python and PyTorch...
- Unity is seeking a Staff Machine Learning Engineer to join the Vector Ads Modeling team in Mountain View. You will advance ads recommendation algorithms to deliver personalized ads experiences and design modeling roadmaps addressing customer needs. You will drive foundational...
$228k - $285k
Rivian is looking for a Staff Machine Learning Engineer to develop end-to-end models for autonomous driving. Candidates should have strong... ...and reinforcement learning, as well as experience in deploying large-scale ML systems. The position emphasizes collaboration across...- Odyssey is an AI lab pioneering general world models and advancing real-time ML research. You will work at the cusp of what is possible, tackling experiments that fail to learn and focusing on deriving maximum knowledge from them to drive future success. You will implement...
$229k - $343k
...Saturn, and other digital services.Snap Engineering teams build fun and technically... ...Engineering Manager to join the Advertiser Experience ML team at Snap!Advertiser Experience ML is... ...engineers and software engineers building the models, agentic systems, and data pipelines...Full timeLive inWork at officeLocal area$172.2k - $283.9k
...evolution of our machine learning infrastructure and models. We are seeking a Staff Machine Learning Engineer to join our Vector Ads Modeling team. In this role... ...algorithms to deliver personalized ads experience. What you’ll be doing Identity opportunities and...Work at officeWorldwide$222.6k - $325.4k
...Unity Technologies SF is looking for a Principal Machine Learning Engineer to help advance Unity Vector Ads Modeling , building better ads recommendation algorithms that power personalized ad experiences. This onsite role in Mountain View, CA combines research depth...Work at office$172.2k - $283.9k
...Unity Technologies SF is hiring a Staff Machine Learning Engineer for the Vector Ads Modeling team in Mountain View, CA (onsite) . This role... ...recommendation algorithms to support personalized ads experiences through research and productionalization. Role Overview...Work at office$150.4k - $277.6k
...anymore. It's in your pocket. Every model that runs on a user's device... ...world. We're looking for generalist engineers who like working across the whole ML lifecycle. You might build a data... ...lifecycle, including data loading, experiment tracking, and artifact management,...Relocation$112.7k - $169.1k
...world's leading game engine. Recommendation and... ...— large language models, reinforcement learning... ...relevance and user experience. Develop user... ...experiments using causal inference, A/B testing... ...-scale data and ML systems, whether through... ...causal inference, uplift modeling, or A/B...InternshipWork at officeWorldwideRelocation packageShift work- ...Mountain View, CA, is seeking a software engineer to contribute to AI-powered advertising... ...The role involves building and deploying ML models, collaborating with researchers, and... ...software development, ML infrastructure, and experience with deep learning or reinforcement...
$184.7k - $324.8k
...Scientist, Experimentation & Causal Inference to help... ...is measured, how experiments are designed, and how... ...across product, growth, engineering, data engineering, and... ...inference, statistical modeling, and scientific reasoning... ...methods such as uplift modeling, causal forests...Relocation- ...learning at scale. You’ll architect, code, optimize, and deploy ML models using modern tools and techniques, and automate the lifecycle... ...’ll collaborate with product managers, data scientists, and engineers to refine algorithms, evaluate new technologies, and deliver customer...
- ...California, is seeking a Machine Learning Engineer to design and optimize machine learning models and architectures. The ideal... ...field and at least 2 years of experience as an Engineer II or equivalent.... ...responsibilities include developing scalable ML pipelines, optimizing existing...
- Apple Inc. is seeking a Machine Learning Engineer focused on Data for Foundation Models in Cupertino. You will design data pipelines, curate... ...in Apple products. The role requires strong ML fundamentals, hands-on research experience, and expertise with PyTorch/JAX and large-...
$189.3k - $290.7k
...vehicle, and we are looking for a Staff AI/ML Software Engineer to lead the adaptation, fine‑tuning, and distillation of foundation models for the automotive edge. You will build... ..., Mathematics, or equivalent practical experience. 8+ years of software engineering or...Work at officeLocal areaWork from homeRelocation package3 days per week- Apple Inc. is seeking a Senior ML Engineer to drive innovations for Foundation Models within the FM Data organization. You will contribute to model hill climbing... ...devices. This role requires strong ML modeling experience, advanced framework knowledge, and a passion for scalable...
$184.7k - $324.8k
...build, service we create, or Apple Store experience we deliver is the result of us making... ...! Description As a Senior/Staff Engineer on the Foundation Model Compute Infrastructure team, you will... ...~ Experience with distributed ML training or inference systems ~ Strong...Relocation$250k - $350k
...are seeking Senior/Staff level Inference Engineers to accelerate the performance of Pika's... ...acceleration, GPU parallelism, advanced model deployment, and video generation technologies... ...systems deliver industry-leading user experiences at scale.You will design and optimize...Work at office3 days per week- Unity Technologies SF is seeking a Staff Machine Learning Engineer for the Vector Ads Modeling team in Mountain View, CA onsite. You will advance ads recommendation algorithms through research and productionization, partnering with engineers and product teams to bring...
- ...in Mountain View, CA is seeking a senior ML/AI researcher to drive the next generation... ...You will identify opportunities, design modeling roadmaps, and lead foundational research... ...scale data and compute. Collaborating with engineering and product teams, you will...
- ...world’s first post-transformer model that adapts and thinks just... ...with the fastest data processing engine on the market, Pathway enables... ...toward truly contextualized, experience-driven intelligence. We are trusted... ...with a Vision or Robotics ML background are also welcome to...Permanent employmentFull timeContract workImmediate startRemote workFlexible hours
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