Experience with Spark, Kaplan, Breeze, map/reduce models a plus Experience modeling stochastic processes, Bayesian learning models, utility theory, game theory a plus Additional Information All your ...
Experience with Spark, Kaplan, Breeze, map/reduce models a plus Experience modeling stochastic processes, Bayesian learning models, utility theory, game theory a plus Additional Information All your ...
Statistician Intern
Boston, MA · On-site +1
$54K - $66K/yr
... Bayesian and frequentist (network) meta-analysis techniques. The results of each analysis can feed into publications, value materials, health economic models or health technology assessment ...
Statistician Intern
Boston, MA · On-site +1
$54K - $66K/yr
... Bayesian and frequentist (network) meta-analysis techniques. The results of each analysis can feed into publications, value materials, health economic models or health technology assessment ...
Statistician Intern
Boston, MA · On-site
$54K - $66K/yr
... Bayesian and frequentist (network) meta-analysis techniques. The results of each analysis can feed into publications, value materials, health economic models or health technology assessment ...
Quick apply
Statistician Intern
Boston, MA · On-site
$54K - $66K/yr
... Bayesian and frequentist (network) meta-analysis techniques. The results of each analysis can feed into publications, value materials, health economic models or health technology assessment ...
AI for Quantum Operations Lead
Boston, MA · On-site
Establish the bounded-AI operating model: AI provides recommendations or constrained optimizations ... Experience with Bayesian optimization, active learning, time-series forecasting, computer vision ...
AI for Quantum Operations Lead
Boston, MA · On-site
Establish the bounded-AI operating model: AI provides recommendations or constrained optimizations ... Experience with Bayesian optimization, active learning, time-series forecasting, computer vision ...
Statistician Intern
Boston, MA · On-site
$54K - $66K/yr
... Bayesian and frequentist (network) meta-analysis techniques. The results of each analysis can feed into publications, value materials, health economic models or health technology assessment ...
Statistician Intern
Boston, MA · On-site
$54K - $66K/yr
... Bayesian and frequentist (network) meta-analysis techniques. The results of each analysis can feed into publications, value materials, health economic models or health technology assessment ...
... Bayesian statistics & optimization, survival analysis, design of experiments, longitudinal analysis, surrogate models, transformers, Knowledge Graphs, Agents, Graph NNs, Deep Learning, computer ...
... Bayesian statistics & optimization, survival analysis, design of experiments, longitudinal analysis, surrogate models, transformers, Knowledge Graphs, Agents, Graph NNs, Deep Learning, computer ...
AI for Quantum Operations Lead
Boston, MA · On-site
Establish the bounded-AI operating model: AI provides recommendations or constrained optimizations ... Experience with Bayesian optimization, active learning, time-series forecasting, computer vision ...
AI for Quantum Operations Lead
Boston, MA · On-site
Establish the bounded-AI operating model: AI provides recommendations or constrained optimizations ... Experience with Bayesian optimization, active learning, time-series forecasting, computer vision ...
Sr. Director, Biostatistics
$270K - $290K/yr
You will have oversight of the statistics and programming team through an outsourced model. You ... Advanced knowledge of statistical methods in clinical study designs (adaptive, Bayesian ...
Sr. Director, Biostatistics
$270K - $290K/yr
You will have oversight of the statistics and programming team through an outsourced model. You ... Advanced knowledge of statistical methods in clinical study designs (adaptive, Bayesian ...
... Bayesian methods) - Time-series and waveform analysis techniques - Agentic AI systems for lab ... modeling, Pattern recognition & Anomaly detection • Experience using or integrating AI-enabled ...
... Bayesian methods) - Time-series and waveform analysis techniques - Agentic AI systems for lab ... modeling, Pattern recognition & Anomaly detection • Experience using or integrating AI-enabled ...
Sr. Director, Biostatistics
Cambridge, MA · On-site
$270K - $290K/yr
You will have oversight of the statistics and programming team through an outsourced model. You ... Advanced knowledge of statistical methods in clinical study designs (adaptive, Bayesian ...
Sr. Director, Biostatistics
Cambridge, MA · On-site
$270K - $290K/yr
You will have oversight of the statistics and programming team through an outsourced model. You ... Advanced knowledge of statistical methods in clinical study designs (adaptive, Bayesian ...
Sr. Director, Biostatistics
Cambridge, MA · On-site
$270K - $290K/yr
You will have oversight of the statistics and programming team through an outsourced model. You ... Advanced knowledge of statistical methods in clinical study designs (adaptive, Bayesian ...
Quick apply
Sr. Director, Biostatistics
Cambridge, MA · On-site
$270K - $290K/yr
You will have oversight of the statistics and programming team through an outsourced model. You ... Advanced knowledge of statistical methods in clinical study designs (adaptive, Bayesian ...
... including Statistical modeling, Pattern recognition & Anomaly detection Experience using or ... Exposure to reinforcement learning, Bayesian optimization, or active learning concepts applied to ...
... including Statistical modeling, Pattern recognition & Anomaly detection Experience using or ... Exposure to reinforcement learning, Bayesian optimization, or active learning concepts applied to ...
... models, Bayesian methods, etc.) • Experience building reproducible and well-documented analysis workflows (Nextflow, Snakemake) and applying sound data organization and metadata practices • ...
... models, Bayesian methods, etc.) • Experience building reproducible and well-documented analysis workflows (Nextflow, Snakemake) and applying sound data organization and metadata practices • ...
Data Science Intern
$25 - $30/hr
The analysis and modeling will be tested via implementation both broadly and on a pilot basis to ... in Bayesian statistics preferred). * Practical experience in Econometrics and Statistics ...
Data Science Intern
$25 - $30/hr
The analysis and modeling will be tested via implementation both broadly and on a pilot basis to ... in Bayesian statistics preferred). * Practical experience in Econometrics and Statistics ...
Statistics Graduate Level Tutor
Northampton, MA · Remote
$18 - $40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Northampton, MA · Remote
$18 - $40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Principal Data Scientist (AI-assisted Clinical Development)
Boston, MA · On-site
$169.10 - $314/hr
Experience developing evidence synthesis models or methods (e.g., network meta‑analysis) and/or approaches to construct data‑driven priors for drug development. * Experience with Bayesian ...
Principal Data Scientist (AI-assisted Clinical Development)
Boston, MA · On-site
$169.10 - $314/hr
Experience developing evidence synthesis models or methods (e.g., network meta‑analysis) and/or approaches to construct data‑driven priors for drug development. * Experience with Bayesian ...
Statistics Graduate Level Tutor
Cambridge, MA · Remote
$18 - $40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Cambridge, MA · Remote
$18 - $40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Newton, MA · Remote
$18 - $40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Newton, MA · Remote
$18 - $40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Waltham, MA · Remote
$18 - $40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
Statistics Graduate Level Tutor
Waltham, MA · Remote
$18 - $40/hr
... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...
AM Quantitative Analyst I
$135K - $175K/yr
... Bayesian statistics, Time-Series analysis, and non-linear tree-based models. * DE streamlining data preparation pipeline using relational databases (Oracle and Snowflake) and performing manipulation ...
AM Quantitative Analyst I
$135K - $175K/yr
... Bayesian statistics, Time-Series analysis, and non-linear tree-based models. * DE streamlining data preparation pipeline using relational databases (Oracle and Snowflake) and performing manipulation ...
Bayesian Modeling information
What is the difference between Bayesian Modeling vs Data Scientist?
| Aspect | Bayesian Modeling | Data Scientist |
|---|---|---|
| Required Credentials | Statistics, Mathematics, Data Analysis | Statistics, Computer Science, Data Analysis |
| Work Environment | Research-focused, statistical modeling | Cross-functional, data analysis, visualization |
| Industry Usage | Research, academia, specialized analytics | Business, tech, finance, healthcare |
| Common Search/Comparison | Yes | Yes |
Bayesian Modeling and Data Scientists often overlap in skills like statistics and data analysis. Bayesian Modeling specializes in probabilistic models and statistical inference, while Data Scientists have broader roles including data cleaning, visualization, and machine learning. Both roles are essential in data-driven industries, but Bayesian Modeling is more focused on advanced statistical techniques.
What are the key skills and qualifications needed to thrive as a Bayesian modeler, and why are they important?
To thrive as a Bayesian Modeler, you need a solid background in statistics, probability theory, and mathematical modeling, often supported by an advanced degree in statistics, mathematics, or a related field. Proficiency with programming languages such as R, Python, or Stan, and experience with statistical software and Bayesian inference tools are essential. Strong analytical thinking, attention to detail, and effective communication skills help in interpreting results and collaborating with multidisciplinary teams. These skills ensure accurate model development, reliable data-driven insights, and clear communication of complex findings to stakeholders.
How does a Bayesian modeling specialist typically collaborate with cross-functional teams in a workplace setting?
Bayesian Modeling specialists often work closely with data scientists, software engineers, and domain experts to integrate probabilistic models into larger analytical or production systems. They are involved in translating complex statistical concepts into actionable insights and recommendations tailored to business needs. Effective communication is key, as they must present findings to both technical and non-technical stakeholders, ensuring that model assumptions and results are clearly understood. Collaboration may also include contributing to code reviews, sharing best practices for model validation, and mentoring colleagues on Bayesian methodologies.
What is Bayesian modeling?
Bayesian modeling is a statistical approach that uses Bayes' Theorem to update the probability of a hypothesis as more data becomes available. It incorporates prior beliefs or knowledge, combines them with observed data, and produces a posterior probability distribution to guide inference and decision-making. This approach is widely used in various fields such as machine learning, data science, and scientific research for tasks like parameter estimation, prediction, and model selection.
What are popular job titles related to Bayesian Modeling jobs in Massachusetts? For Bayesian Modeling jobs in Massachusetts, the most frequently searched job titles are:
- Machine Learning Engineer New Grad
- Senior Machine Learning Engineer
- Machine Learning Engineer Apprenticeship
- Edge Ai Machine Learning
- Machine Learning Engineer Intern
- Deep Learning Engineer
- Hourly Remote Machine Learning Engineer
- Junior Machine Learning Engineer
- Machine Engineer
- Machine Learning Engineer Biotech
What job categories do people searching Bayesian Modeling jobs in Massachusetts look for? The top searched job categories for Bayesian Modeling jobs in Massachusetts are:
What cities in Massachusetts are hiring for Bayesian Modeling jobs? Cities in Massachusetts with the most Bayesian Modeling job openings:
Full-time
Re-posted 18 days ago
Job description
Job Description
The Data Science team is responsible for managing all data analytics, reporting and algorithmic aspects for our client. The data science team is an integral part of every function in the life cycle of the company to provide product, tools, business support. As a data scientist you will work closely with architects, engineers, account managers and data scientists within and outside the company. You will be involved from pre-sales to support. You will work on next generation algorithms development and help measure, maintain and upgrade current business.
Qualifications
REQUIRED SKILLS
Outstanding technical abilities with 5+ years of Scala, Java, or C/C++ development experience with statistical machine learning models
Rounded business skills with the ability to understand customer business needs
Ability to solve problems practically for clients and internal needs
Excellent interpersonal skills with ability to communicate clearly and concisely with executives, engineers, account managers, sales, business partners and data scientists.
Ability to respond to customer needs and meet deadlines with accurate work while under pressure
Expected to build statistical, optimization and machine learning models followed by detailed pre-production out of sample validation and recommendation for a/b testing experiments with success criteria.
Own complete life cycle from problem formulation to solution deployment and maintenance
Excellent understanding of computer science fundamentals, data structures, and algorithms
Have a strong mathematical background and have experience with modeling complex high dimensional problems
Experience performing petabyte scale data analysis and developing meaningful visualizations
Must be able to collaborate with architects, engineers, and data scientists within and outside the company.
EXPERIENCE
Proven to thrive in start up environments
Experience defining and building web scale algorithms, reports and visualizations
Must be organized, have an eye for detail, and be able to put ideas into a tangible form
Ability to prioritize and manage work to critical project timelines in a fast-paced environment and the ability to develop new approaches to complex design problems
Experience with developing production grade algorithms for the web scale
Preferred - Ph.D. in Computer Science, Operations Research, Physics, Electrical Engineering, Mathematics or other quantitative fields.
Experience with Spark, Kaplan, Breeze, map/reduce models a plus
Experience modeling stochastic processes, Bayesian learning models, utility theory, game theory a plus
Additional Information
All your information will be kept confidential according to EEO guidelines.