Microsoft in Redmond, WA seeks a Principal Data Scientist Lead to set the long-term vision for experimentation, causal inference, and machine learning across the organization. You will guide complex ...
New
Microsoft in Redmond, WA seeks a Principal Data Scientist Lead to set the long-term vision for experimentation, causal inference, and machine learning across the organization. You will guide complex ...
New
$187 - $262/hr
Medical
Dental
Vision
PTO
Your passion for the craft of machine learning, causal inference, and Generative AI will unlock tangible growth for our business by exploiting rich datasets and building effective solutions for ...
$187 - $262/hr
Medical
Dental
Vision
PTO
Your passion for the craft of machine learning, causal inference, and Generative AI will unlock tangible growth for our business by exploiting rich datasets and building effective solutions for ...
$140 - $210/hr
... causal framework development, statistical analysis, machine learning model development and ... Inference: Develop and apply causal inference methods, including experimental, econometric ...
New
$140 - $210/hr
... causal framework development, statistical analysis, machine learning model development and ... Inference: Develop and apply causal inference methods, including experimental, econometric ...
New
As a Principal Data Scientist Lead at Microsoft, you will set the long-term vision and standards for experimentation, causal inference, and machine learning across the organization. You will drive ...
New
As a Principal Data Scientist Lead at Microsoft, you will set the long-term vision and standards for experimentation, causal inference, and machine learning across the organization. You will drive ...
New
$180 - $240/hr
As a Principal Data Scientist Lead at Microsoft, you will set the long-term vision and standards for experimentation, causal inference, and machine learning across the organization. You will drive ...
$180 - $240/hr
As a Principal Data Scientist Lead at Microsoft, you will set the long-term vision and standards for experimentation, causal inference, and machine learning across the organization. You will drive ...
$180 - $240/hr
... causal inference, Bayesian forecasting- Passion for AI and a strong point of view on how machine ... learning should inform strategic decisions in fast-moving environments.#LI-NM2About OpenAIOpenAI is ...
New
$180 - $240/hr
... causal inference, Bayesian forecasting- Passion for AI and a strong point of view on how machine ... learning should inform strategic decisions in fast-moving environments.#LI-NM2About OpenAIOpenAI is ...
New
$99 - $134/hr
... and machine learning. * Work with JC's diverse data resources, including accreditation survey ... learning methods is welcome, especially when integrated with causal inference approaches and ...
New
$99 - $134/hr
... and machine learning. * Work with JC's diverse data resources, including accreditation survey ... learning methods is welcome, especially when integrated with causal inference approaches and ...
New
$170 - $250/hr
Familiarity with causal inference, Bayesian forecasting * Passion for AI and a strong point of view on how machine learning should inform strategic decisions in fast-moving environments. #LI-NM2 ...
New
$170 - $250/hr
Familiarity with causal inference, Bayesian forecasting * Passion for AI and a strong point of view on how machine learning should inform strategic decisions in fast-moving environments. #LI-NM2 ...
New
$320 - $405/hr
PTO
Strong track record of empirical research, particularly studies combining novel data sources and economic theory or those implementing frontier methods in causal inference and machine learning
New
$320 - $405/hr
PTO
Strong track record of empirical research, particularly studies combining novel data sources and economic theory or those implementing frontier methods in causal inference and machine learning
New
$179 - $210/hr
... machine learning, causal inference and scalable intelligence. We partner closely with product ... engineering, policy, and operations teams across Trust to detect and defend against the adversarial ...
$179 - $210/hr
... machine learning, causal inference and scalable intelligence. We partner closely with product ... engineering, policy, and operations teams across Trust to detect and defend against the adversarial ...
$140 - $210/hr
Research, design, and implement machine learning algorithms to optimize workflow automation ... Experience with production-grade data and inference infrastructure, including AWS and GCP.
New
$140 - $210/hr
Research, design, and implement machine learning algorithms to optimize workflow automation ... Experience with production-grade data and inference infrastructure, including AWS and GCP.
New
$185 - $325/hr
Medical
Dental
Retirement
Sr. Machine Learning Engineer, Foundation Models Inference - Cloud OS & Inference Santa Clara, California, United States Machine Learning and AI We are the Foundation Model Inference team within ...
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$185 - $325/hr
Medical
Dental
Retirement
Sr. Machine Learning Engineer, Foundation Models Inference - Cloud OS & Inference Santa Clara, California, United States Machine Learning and AI We are the Foundation Model Inference team within ...
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 ...
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 ...
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 ...
$119 - $151/hr
Medical
Dental
Vision
Life
Retirement
PTO
## Machine Learning Engineer, AI Inference Solutions (University Grad)Applyremote type: Hybridlocations: Sunnyvale, California, United States of Americatime type: Full timeposted on: Posted Todayjob ...
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$119 - $151/hr
Medical
Dental
Vision
Life
Retirement
PTO
## Machine Learning Engineer, AI Inference Solutions (University Grad)Applyremote type: Hybridlocations: Sunnyvale, California, United States of Americatime type: Full timeposted on: Posted Todayjob ...
New
$180 - $270/hr
... inference costs against incremental value while maintaining fleet-wide fail-open behaviors ... Deep experience with causal or econometric methods to model the business impact of false positives ...
New
$180 - $270/hr
... inference costs against incremental value while maintaining fleet-wide fail-open behaviors ... Deep experience with causal or econometric methods to model the business impact of false positives ...
New
Causal Inference Machine Learning Postdoctoral information
What is a causal inference machine learning postdoctoral researcher?
A Causal Inference Machine Learning Postdoctoral researcher is a scientist who specializes in developing and applying machine learning methods to understand cause-and-effect relationships in data. They typically hold a recent PhD in statistics, computer science, economics, or a related field, and work in academic or industry research settings. Their work involves designing experiments, analyzing complex datasets, and creating models that can infer causal relationships, which are crucial for making robust predictions and informed decisions. This role often collaborates with interdisciplinary teams to apply these techniques to domains such as healthcare, social science, or economics.
What are the key skills and qualifications needed to thrive as a causal inference machine learning postdoctoral researcher?
To thrive as a Causal Inference Machine Learning Postdoctoral researcher, you need a strong background in statistics, causal inference methodologies, and advanced machine learning, usually evidenced by a PhD in a relevant field. Familiarity with programming languages such as Python or R, experience using statistical software (e.g., TensorFlow, PyTorch, Stan), and knowledge of causal inference libraries are typically required. Outstanding analytical thinking, problem-solving abilities, and strong communication skills help you collaborate effectively and explain complex concepts to diverse audiences. These skills and qualifications are vital for advancing research, deriving actionable insights from data, and contributing to impactful scientific discoveries.
What are some common challenges faced by causal inference machine learning postdoctoral researchers when integrating causal models with real-world data?
Causal Inference Machine Learning Postdoctoral researchers often encounter challenges such as dealing with unobserved confounding variables, ensuring data quality, and addressing biases inherent in observational datasets. Integrating advanced machine learning techniques with causal inference frameworks requires careful consideration of model assumptions and validation methods. Collaboration with domain experts is essential to properly interpret results and to translate findings into actionable insights, especially in interdisciplinary settings like healthcare or social sciences.
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.
Is it difficult to get a causal inference machine learning postdoctoral position?
Securing a causal inference machine learning postdoctoral position can be competitive due to specialized skills required, such as expertise in statistical methods, programming (e.g., Python or R), and a strong research background. Candidates with relevant publications, strong recommendations, and experience in machine learning frameworks often have better chances, but the availability of such positions varies by institution and funding.
What are popular job titles related to Causal Inference Machine Learning Postdoctoral jobs in Kentucky?
For Causal Inference Machine Learning Postdoctoral jobs in Kentucky, the most frequently searched job titles are:
What job categories do people searching Causal Inference Machine Learning Postdoctoral jobs in Kentucky look for?
The top searched job categories for Causal Inference Machine Learning Postdoctoral jobs in Kentucky are:
What cities in Kentucky are hiring for Causal Inference Machine Learning Postdoctoral jobs?
Cities in Kentucky with the most Causal Inference Machine Learning Postdoctoral job openings:
Lead Principal Data Scientist -- Causal ML & Experimentation (Northern)
Eastern, KY • On-site
Full-time
Posted yesterday
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Job description
Microsoft in Redmond, WA seeks a Principal Data Scientist Lead to set the long-term vision for experimentation, causal inference, and machine learning across the organization. You will guide complex analyses where accurate causal identification shapes strategic decisions.
Join a team delivering scalable modeling and experimentation frameworks, advising executives on measurement strategy and driving high-impact insights across product and customer experiences.
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