Tanigawa on a mutually agreed-upon interdisciplinary project focused on representation learning for ... causal inference techniques in human genetics (e.g., Mendelian Randomization) Application ...
Tanigawa on a mutually agreed-upon interdisciplinary project focused on representation learning for ... causal inference techniques in human genetics (e.g., Mendelian Randomization) Application ...
... causal inference models, conduct statistical/machine learning analyses, or design experiments to measure the value of the business and its many features - Partner closely with Business, Finance ...
New
... causal inference models, conduct statistical/machine learning analyses, or design experiments to measure the value of the business and its many features - Partner closely with Business, Finance ...
New
App Store Senior Marketing Data Scientist
$137K - $250K/yr
... and machine learning solutions to help continually improve these services and accelerate growth ... causal inference, A/B testing, and LTV prediction modeling. Your work will directly influence ...
App Store Senior Marketing Data Scientist
$137K - $250K/yr
... and machine learning solutions to help continually improve these services and accelerate growth ... causal inference, A/B testing, and LTV prediction modeling. Your work will directly influence ...
... causal inference models, conduct statistical/machine learning analyses, or design experiments to measure the value of the business and its many features - Partner closely with Business, Finance ...
New
... causal inference models, conduct statistical/machine learning analyses, or design experiments to measure the value of the business and its many features - Partner closely with Business, Finance ...
New
... and machine learning solutions to help continually improve these services and accelerate growth ... causal inference, A/B testing, and LTV prediction modeling. Your work will directly influence ...
... and machine learning solutions to help continually improve these services and accelerate growth ... causal inference, A/B testing, and LTV prediction modeling. Your work will directly influence ...
Data Scientist, Growth Analytics
Los Angeles, CA · On-site +1
... modeling, causal inference, uplift modeling, and media mix modeling - to improve marketing ... Proven experience building predictive models and applying machine learning techniques to solve ...
New
Data Scientist, Growth Analytics
Los Angeles, CA · On-site +1
... modeling, causal inference, uplift modeling, and media mix modeling - to improve marketing ... Proven experience building predictive models and applying machine learning techniques to solve ...
New
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... causal inference. Search & Discovery ML : The Search and Discovery ML team at Instacart works ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... causal inference. Search & Discovery ML : The Search and Discovery ML team at Instacart works ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... causal inference. Search & Discovery ML : The Search and Discovery ML team at Instacart works ...
We use machine learning and Internet-scale data to elevate customer experience, improve efficiency ... causal inference. Search & Discovery ML : The Search and Discovery ML team at Instacart works ...
Machine Learning Engineer
Los Angeles, CA · On-site
... inference, labeling, and evaluation • Judiciously combine open-source solutions and novel ... Machine Learning, including ownership of projects throughout the entire ML Lifecycle • ...
Machine Learning Engineer
Los Angeles, CA · On-site
... inference, labeling, and evaluation • Judiciously combine open-source solutions and novel ... Machine Learning, including ownership of projects throughout the entire ML Lifecycle • ...
Machine Learning Engineer
Los Angeles, CA · On-site
... inference, labeling, and evaluation • Judiciously combine open-source solutions and novel ... Machine Learning, including ownership of projects throughout the entire ML Lifecycle • ...
Machine Learning Engineer
Los Angeles, CA · On-site
... inference, labeling, and evaluation • Judiciously combine open-source solutions and novel ... Machine Learning, including ownership of projects throughout the entire ML Lifecycle • ...
Senior Data Scientist
Los Angeles, CA · On-site
$106.31 - $132.31/hr
This role blends rigorous experimentation, applied machine learning, and strategic insight ... Strong foundation in causal inference and experimentation, including advanced methods beyond ...
Senior Data Scientist
Los Angeles, CA · On-site
$106.31 - $132.31/hr
This role blends rigorous experimentation, applied machine learning, and strategic insight ... Strong foundation in causal inference and experimentation, including advanced methods beyond ...
Senior Machine Learning Engineer
Santa Monica, CA · On-site
$165K - $200K/yr
As Senior Machine Learning Engineer, you will work alongside gameplay engineers, producers ... Build pipelines that train on gameplay data and deploy models optimized for real-time inference.
Senior Machine Learning Engineer
Santa Monica, CA · On-site
$165K - $200K/yr
As Senior Machine Learning Engineer, you will work alongside gameplay engineers, producers ... Build pipelines that train on gameplay data and deploy models optimized for real-time inference.
Senior Machine Learning Engineer
Santa Monica, CA · On-site +1
$165K - $200K/yr
As Senior Machine Learning Engineer, you will work alongside gameplay engineers, producers ... Build pipelines that train on gameplay data and deploy models optimized for real-time inference.
Senior Machine Learning Engineer
Santa Monica, CA · On-site +1
$165K - $200K/yr
As Senior Machine Learning Engineer, you will work alongside gameplay engineers, producers ... Build pipelines that train on gameplay data and deploy models optimized for real-time inference.
Machine Learning Engineer
Torrance, CA · On-site
$160K - $250K/yr
Work in every facet of the Machine Learning lifecycle - including the creation and optimization of production data pipelines, and software systems for training, inference, labeling, and evaluation
Quick apply
Machine Learning Engineer
Torrance, CA · On-site
$160K - $250K/yr
Work in every facet of the Machine Learning lifecycle - including the creation and optimization of production data pipelines, and software systems for training, inference, labeling, and evaluation
Machine Learning Engineer
Los Angeles, CA · On-site
$160K - $250K/yr
Work in every facet of the Machine Learning lifecycle - including the creation and optimization of production data pipelines, and software systems for training, inference, labeling, and evaluation
Machine Learning Engineer
Los Angeles, CA · On-site
$160K - $250K/yr
Work in every facet of the Machine Learning lifecycle - including the creation and optimization of production data pipelines, and software systems for training, inference, labeling, and evaluation
Economist I, Prime Video
Culver City, CA · On-site
... causal inference models, conduct statistical/machine learning analyses, or design experiments to ... in a postdoctoral position, consulting position, government position or academic research ...
New
Economist I, Prime Video
Culver City, CA · On-site
... causal inference models, conduct statistical/machine learning analyses, or design experiments to ... in a postdoctoral position, consulting position, government position or academic research ...
New
Lead Data Engineer - Experimentation Platform - 1633
Santa Monica, CA · On-site
$100/hr
Optimize data infrastructure supporting experimentation, personalization, and machine learning ... Causal inference or product analytics experience. * ML feature engineering and model lifecycle ...
Lead Data Engineer - Experimentation Platform - 1633
Santa Monica, CA · On-site
$100/hr
Optimize data infrastructure supporting experimentation, personalization, and machine learning ... Causal inference or product analytics experience. * ML feature engineering and model lifecycle ...
Data Scientist - TikTok PGC Sports (Los Angeles)
Los Angeles, CA · On-site
$129K - $277K/yr
... Machine Learning Engineering, to improve user experience and fulfill the growth of TikTok in all ... B tests, and causal inference; evaluate product features, strategies, and trends operations ...
Data Scientist - TikTok PGC Sports (Los Angeles)
Los Angeles, CA · On-site
$129K - $277K/yr
... Machine Learning Engineering, to improve user experience and fulfill the growth of TikTok in all ... B tests, and causal inference; evaluate product features, strategies, and trends operations ...
Lead Data Engineer - Experimentation
Santa Monica, CA · On-site
$90 - $98/hr
... and machine learning use cases. Data Quality and Governance: Implement automated validation ... causal inference workflows, or product analytics systems. Experience with ML data pipelines ...
Lead Data Engineer - Experimentation
Santa Monica, CA · On-site
$90 - $98/hr
... and machine learning use cases. Data Quality and Governance: Implement automated validation ... causal inference workflows, or product analytics systems. Experience with ML data pipelines ...
Lead Data Scientist
Glendale, CA · On-site +1
Build machine learning systems from the ground up and design scalable data science infrastructure ... causal inference to ensure the reliability of analytical insights and model impact evaluation.
Lead Data Scientist
Glendale, CA · On-site +1
Build machine learning systems from the ground up and design scalable data science infrastructure ... causal inference to ensure the reliability of analytical insights and model impact evaluation.
Causal Inference Machine Learning Postdoctoral information
See Pasadena, CA salary details
$38.7K - $41.3K
6% of jobs
$41.3K - $43.8K
0% of jobs
$43.8K - $46.3K
0% of jobs
$46.3K - $48.8K
0% of jobs
$48.8K - $51.4K
1% of jobs
$51.4K - $53.9K
4% of jobs
$53.9K - $56.4K
9% of jobs
$57.3K is the 25th percentile. Wages below this are outliers.
$56.4K - $59K
11% of jobs
The median wage is $60K / yr.
$59K - $61.5K
42% of jobs
$61.6K is the 75th percentile. Wages above this are outliers.
$61.5K - $64K
21% of jobs
$64K - $66.5K
5% of jobs
$38.7K
$59.1K
$66.5K
How much do causal inference machine learning postdoctoral jobs pay per year?
What is a Causal Inference Machine Learning Postdoctoral researcher?
What are the key skills and qualifications needed to thrive as a Causal Inference Machine Learning Postdoctoral researcher, and why are they important?
What are some common challenges faced by Causal Inference Machine Learning Postdoctoral researchers when integrating causal models with real-world data?
What is the difference between Causal Inference Machine Learning Postdoctoral vs Data Scientist?
| Aspect | Causal Inference Machine Learning Postdoctoral | Data Scientist |
|---|---|---|
| Required Credentials | PhD in statistics, machine learning, or related field | Bachelor's or Master's in data science, computer science, or related field |
| Work Environment | Academic research, research labs, universities | Corporate, tech companies, startups |
| Industry Usage | Research, academia, specialized industry projects | Business analytics, product development, data-driven decision making |
| Common Search/Comparison | Yes | Yes |
The main difference is that Causal Inference Machine Learning Postdoctoral roles focus on academic research and developing new methods in causal inference, often requiring a PhD. Data Scientists typically work in industry, applying existing models to solve business problems, with a focus on data analysis and visualization. While both roles involve machine learning, the postdoctoral position emphasizes research and theory, whereas data science emphasizes practical application.
Postdoctoral Scholar in the UCLA Tanigawa Lab
Los Angeles, CA • On-site
Other
Re-posted yesterday
UCLA rating
8.0
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164th of 555 rated colleges and universities
Job description
Are you passionate about using your skills in biomedical data science, statistical modeling, or human genetics to make a real-world impact on human health? The Tanigawa Lab at UCLA is seeking a highly motivated, exceptionally creative researcher to join our new lab.
Our group investigates disease heterogeneity: why individuals differ in disease onset, progression, and treatment response. We develop statistical models and computational tools to uncover the mechanistic basis of inter-individual variation in the disease. Our long-term goal is to provide more tailored prevention and treatment strategies for everyone.
Postdoctoral Scholars recruited for this position (JPF11031) will work closely with Prof. Tanigawa on a mutually agreed-upon interdisciplinary project focused on representation learning for computational dissection of disease heterogeneity.
The position is available immediately, and the start date is negotiable. The initial appointment is two years, with the potential for renewal subject to satisfactory progress.
A mutual fit between the advisor and the trainee is critical to ensuring that your time in the lab is productive and rewarding. Before you apply, please carefully read our lab website to learn about our research interests, mentoring philosophy, and expectations for application materials.
Lab: Tanigawa Lab
Contact: joinus@tanigawalab.org
Lab: https://tanigawalab.org/
Qualifications
Basic qualifications
Ph.D. or equivalent in Biomedical Data Science or a closely related discipline at date of hire.
Additional qualifications
Highly motivated candidates with demonstrated evidence of research creativity are encouraged to apply.
Essential qualifications for this position include:
• Proficiency in programming languages (e.g., Python or R);
• Strong quantitative skills with a basic familiarity with statistical inference; and
• Excellent scientific communication skills (both oral and written)
Additional qualifications suitable for this position include:
• Familiarity with representation learning (e.g., variational autoencoders);
• Experience with analyzing large-scale real-world datasets; or
• Familiarity with causal inference techniques in human genetics (e.g., Mendelian Randomization)
Application Requirements
Document requirements
- Curriculum Vitae - Your most recently updated C.V.
- Cover Letter
- Statement of Research
- Statement of Teaching (Optional)
- Reference check authorization release form - Complete and upload the reference check authorization release form
Reference requirements
- 3-5 required (contact information only)
Shortlisted applicants should arrange for recommendation letters to be sent from at least three references.
Apply link: https://recruit.apo.ucla.edu/JPF11031
Help contact: tanigawa@ucla.edu
About UCLA
As a University employee, you will be required to comply with all applicable University policies and/or collective bargaining agreements, as may be amended from time to time. Federal, state, or local government directives may impose additional requirements.
The University of California is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, protected veteran status, or other protected status under state or federal law.
As a condition of employment, the finalist will be required to disclose if they are subject to any final administrative or judicial decisions within the last seven years determining that they committed any misconduct.
- "Misconduct" means any violation of the policies or laws governing conduct at the applicant's previous place of employment, including, but not limited to, violations of policies or laws prohibiting sexual harassment, sexual assault, or other forms of harassment, discrimination, dishonesty, or unethical conduct, as defined by the employer.
- UC Sexual Violence and Sexual Harassment Policy
- UC Anti-Discrimination Policy for Employees, Students and Third Parties
- APM - 035: Affirmative Action and Nondiscrimination in Employment
Job location
Los Angeles, CA
About University of California Los Angeles
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Headquarters location
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