Machine Learning Engineer, Causal Inference, Level 5
Santa Monica - 2850 Ocean Park Blvd, United States
USD 178K-313K Mid-level Full Time
Tasks
- Analyze and interpret A B tests and quasi experiments
- Build scalable maintainable infrastructure
- Conduct code reviews and maintain engineering standards
- Design and build causal impact models
- Develop and productionize causal machine learning solutions
- Evaluate model tradeoffs bias variance scalability interpretability
- Iterate rapidly with methodological rigor
- Optimize decision making with causal machine learning
Perks/Benefits
- Comprehensive medical coverage
- Emotional support
- Equity RSUs
- Mental health support
- Paid parental leave
Skills/Tech-stack
A/B | A/B Testing | B testing | Bayesian Inference | Causal Inference | CausalML | DoWhy | EconML | Experimental Design | Frequentist Statistics | Heterogeneous treatment effects | Instrumental Variables | Intent to treat | Machine Learning | Meta Learning | NumPy | Pandas | Production Machine Learning | Propensity Score Matching | Propensity score | Python | Quasi Experimental | Quasi-Experimental Design | Scikit-learn | Score Matching | Uplift Modeling
Education
Regions
Countries
States
Cities
Related jobs
-
Featured Feat. Principal Knowledge & Data Architect USD 174K-284KAWS Neptune | Canonicalization | Chunking | Cypher | DBTBenefits including health and wellness programs | Health, wellness, and retirement plansSenior-level Full TimeHeadquarters - Chevy Chase, MD R19d ago
-
Senior Data & ML Ops Engineer USD 137K-206KAWS | Airflow | Amazon SageMaker | Automated retraining | Automated testingHealth insurance | Paid time off | Retirement contributionsSenior-level Full TimeBoston, Massachusetts, US, 022105h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Flexible remote work | Laid-back atmosphereMid-level Full TimeSeattle, WA, USA7h ago
-
Bash | Cloud infrastructure | Cloud platform | Data Ingestion | Data ProcessingAsynchronous culture | Diverse and inclusive workplace | Portfolio support | Remote-friendly environmentMid-level Full TimeChicago, IL, USA7h ago
-
Bash | Cloud platform | Data Ingestion | Data Processing | DockerAsynchronous work culture | Career growth | Competitive compensation | Remote-friendly cultureMid-level Full TimeLong Beach, CA, USA7h ago
-
Bash | Data Processing | Docker | GCP | Large Scale DataAsynchronous culture | Friendly work environment | Remote workMid-level Full TimeSalt Lake City, UT, USA7h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous work culture | Flexible management approachMid-level Full TimeMountain View, CA, USA7h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Laid-back atmosphere | Remote workMid-level Full TimeSunnyvale, CA, USA7h ago
-
AI Data | Bash | Cloud infrastructure | Data Ingestion | Data Ingestion PipelinesAsynchronous culture | Flexible team environment | Remote-friendlyMid-level Full TimeBerkeley, CA, USA7h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Collaborative team environment | Flexible, hands-off management | Remote-friendly work environmentMid-level Full TimeFremont, CA, USA7h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Laid back environment | Remote-friendlyMid-level Full TimeSanta Monica, CA, USA7h ago
-
Bash | Data Processing | Docker | GCP | Large Scale DataAsynchronous work culture | Career growth | Flexible management | Impactful missionMid-level Full TimeIrvine, CA, USA7h ago
-
Bash | Data Ingestion | Data Processing | Docker | GCPAsynchronous culture | Flexible management approach | Remote/distributed work | Supportive teamMid-level Full TimeHuntsville, AL, USA7h ago
-
Bash | Data Processing | Docker | GCP | Infrastructure as CodeAsynchronous work culture | Friendly work environment | Remote-first environmentMid-level Full TimeTampa, FL, USA7h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Bonus | Equity | Friendly work environment | Portfolio supportMid-level Full TimeNewark, NJ, USA7h ago
-
Bash | Cloud platform | Data Processing | Data Processing Pipelines | Dataset EngineeringMid-level Full TimePhiladelphia, PA, USA7h ago
-
Bash | Data Processing | Docker | GCP | Infrastructure as CodeAsynchronous work culture | Friendly work environment | Portfolio supportMid-level Full TimeNew Haven, CT, USA7h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Entrepreneurial team | Friendly laid-back atmosphere | Portfolio and LinkedIn sharing | Remote friendly distributed settingMid-level Full TimeTacoma, WA, USA7h ago
-
Bash | Cloud platform | Data Ingestion | Data Processing | DockerAsynchronous culture | Flexible work environment | Impactful product mission | Remote workMid-level Full TimeColorado Springs, CO, USA7h ago
-
Bash | Data Processing | Data Processing Pipelines | Docker | GCPAsynchronous culture | Bonus | Equity | Flexible management | Remote workMid-level Full TimeHonolulu, HI, USA7h ago
-
Bash | Data Ingestion | Data Processing | Docker | GCPAsynchronous work culture | Bonus opportunity | Friendly work environment | Remote-friendlyMid-level Full TimeMilwaukee, WI, USA7h ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous work culture | Friendly work environment | Remote friendly distributed workMid-level Full TimeBloomington, IN, USA7h ago
-
Bash | Cloud platform | Docker | Google Cloud | Google Cloud PlatformAsynchronous culture | Flexible work environmentMid-level Full TimeDes Moines, IA, USA7h ago
-
Bash | Cloud infrastructure | Cloud platform | Data Ingestion | Data Ingestion PipelinesAsynchronous culture | Bonus | Distributed remote work | Equity | Friendly laid-back atmosphereMid-level Full TimeBuffalo, NY, USA7h ago
-
Bash | Cloud Computing | Data Processing | Docker | GCPAsynchronous culture | Flexible working style | Portfolio support | Remote-friendly environmentMid-level Full TimeNorfolk, VA, USA7h ago