... sophisticated Bayesian and other advanced simulation techniques. You will also lead a team of ... This position requires strong leadership and influencing skills required to obtain optimal access ...
Quick apply
... sophisticated Bayesian and other advanced simulation techniques. You will also lead a team of ... This position requires strong leadership and influencing skills required to obtain optimal access ...
Quick apply
... sophisticated Bayesian and other advanced simulation techniques. You will also lead a team of ... This position requires strong leadership and influencing skills required to obtain optimal access ...
New York, NY · On-site
$183K - $248K/yr
Bayesian models and deep neural networks), optimization methods, and other ML techniques to different applications in business and engineering. Routinely build and deploy ML models on available data ...
New York, NY · On-site
$183K - $248K/yr
Bayesian models and deep neural networks), optimization methods, and other ML techniques to different applications in business and engineering. Routinely build and deploy ML models on available data ...
Florham Park, NJ · On-site
$160K/yr
... sophisticated Bayesian and other advanced simulation techniques. You will also lead a team of ... This position requires strong leadership and influencing skills required to obtain optimal access ...
Florham Park, NJ · On-site
$160K/yr
... sophisticated Bayesian and other advanced simulation techniques. You will also lead a team of ... This position requires strong leadership and influencing skills required to obtain optimal access ...
Hoboken, NJ · On-site
Experience evaluating, monitoring, and optimizing AI systems for quality, reliability, safety ... Familiarity with psychometrics, proficiency modeling, Bayesian methods, item response theory, or ...
Hoboken, NJ · On-site
Experience evaluating, monitoring, and optimizing AI systems for quality, reliability, safety ... Familiarity with psychometrics, proficiency modeling, Bayesian methods, item response theory, or ...
... and portfolio optimization across correlated contracts. Engineering & Production * Build data ... Experience with Bayesian methods, probabilistic programming (Stan/PyMC), or ensemble methods.
... and portfolio optimization across correlated contracts. Engineering & Production * Build data ... Experience with Bayesian methods, probabilistic programming (Stan/PyMC), or ensemble methods.
... and portfolio optimization across correlated contracts. Engineering & Production * Build data ... Experience with Bayesian methods, probabilistic programming (Stan/PyMC), or ensemble methods.
Quick apply
... and portfolio optimization across correlated contracts. Engineering & Production * Build data ... Experience with Bayesian methods, probabilistic programming (Stan/PyMC), or ensemble methods.
Manhattan, NY · On-site
... portfolio optimization, and execution logic, ensuring the platform is robust, scalable, and ... modelling, Bayesian inference, and hypothesis testing in a financial markets context * Strong ...
Manhattan, NY · On-site
... portfolio optimization, and execution logic, ensuring the platform is robust, scalable, and ... modelling, Bayesian inference, and hypothesis testing in a financial markets context * Strong ...
New York, NY · On-site +1
... and portfolio optimization across correlated contracts. Engineering & Production * Build data ... Experience with Bayesian methods, probabilistic programming (Stan/PyMC), or ensemble methods.
New York, NY · On-site +1
... and portfolio optimization across correlated contracts. Engineering & Production * Build data ... Experience with Bayesian methods, probabilistic programming (Stan/PyMC), or ensemble methods.
... portfolio optimization, and execution logic, ensuring the platform is robust, scalable, and ... modelling, Bayesian inference, and hypothesis testing in a financial markets context * Strong ...
... portfolio optimization, and execution logic, ensuring the platform is robust, scalable, and ... modelling, Bayesian inference, and hypothesis testing in a financial markets context * Strong ...
Experience evaluating, monitoring, and optimizing AI systems for quality, reliability, safety ... Familiarity with psychometrics, proficiency modeling, Bayesian methods, item response theory, or ...
Experience evaluating, monitoring, and optimizing AI systems for quality, reliability, safety ... Familiarity with psychometrics, proficiency modeling, Bayesian methods, item response theory, or ...
Hoboken, NJ · On-site
Experience evaluating, monitoring, and optimizing AI systems for quality, reliability, safety ... Familiarity with psychometrics, proficiency modeling, Bayesian methods, item response theory, or ...
Hoboken, NJ · On-site
Experience evaluating, monitoring, and optimizing AI systems for quality, reliability, safety ... Familiarity with psychometrics, proficiency modeling, Bayesian methods, item response theory, or ...
Manhattan, NY · On-site
$200K - $285K/yr
... portfolio optimization, and execution logic, ensuring the platform is robust, scalable, and ... modelling, Bayesian inference, and hypothesis testing in a financial markets context * Strong ...
Manhattan, NY · On-site
$200K - $285K/yr
... portfolio optimization, and execution logic, ensuring the platform is robust, scalable, and ... modelling, Bayesian inference, and hypothesis testing in a financial markets context * Strong ...
... context window optimization - Define vectorization strategy: embedding model selection ... Bayesian confidence, cross-agent consensus, golden-truth comparison) - Contribute to platform ...
... context window optimization - Define vectorization strategy: embedding model selection ... Bayesian confidence, cross-agent consensus, golden-truth comparison) - Contribute to platform ...
Manhattan, NY · On-site
$172K - $225K/yr
Breadth across AI and data science methods --including classical ML, causal inference, optimization, and Bayesian approaches--with comfort moving across techniques as problems demand. * Proficiency ...
Manhattan, NY · On-site
$172K - $225K/yr
Breadth across AI and data science methods --including classical ML, causal inference, optimization, and Bayesian approaches--with comfort moving across techniques as problems demand. * Proficiency ...
NY · On-site
Essential Functions/Responsibilities Expertise in all areas of machine learning including deep learning, Bayesian statistics, probabilistic modeling, optimization, learning theory, high dimensional ...
NY · On-site
Essential Functions/Responsibilities Expertise in all areas of machine learning including deep learning, Bayesian statistics, probabilistic modeling, optimization, learning theory, high dimensional ...
New York, NY · On-site
$120K - $240K/yr
... levels of optimization and automation in design, manufacturing, and operations - empowering ... Hands-on experience with probabilistic or Bayesian output modelling and calibrated uncertainty ...
New York, NY · On-site
$120K - $240K/yr
... levels of optimization and automation in design, manufacturing, and operations - empowering ... Hands-on experience with probabilistic or Bayesian output modelling and calibrated uncertainty ...
New Brunswick, NJ · On-site
$107K - $148K/yr
From optimizing a production line to the latest breakthroughs in cell therapy, this is work that ... Bayesian models, finite element or discrete element modeling, computational fluid dynamics CFD ...
New Brunswick, NJ · On-site
$107K - $148K/yr
From optimizing a production line to the latest breakthroughs in cell therapy, this is work that ... Bayesian models, finite element or discrete element modeling, computational fluid dynamics CFD ...
Strong foundation in AI/ML algorithms (regression, classification, Bayesian methods, deep learning ... Understanding of operations research techniques such as combinatorial optimization, linear ...
Strong foundation in AI/ML algorithms (regression, classification, Bayesian methods, deep learning ... Understanding of operations research techniques such as combinatorial optimization, linear ...
Raritan, NJ · On-site +1
... optimization, in partnership with disease experts, statisticians, and platforms and clinical teams ... Leverage longitudinal disease modeling, Bayesian methods, and causal inference techniques to inform ...
Raritan, NJ · On-site +1
... optimization, in partnership with disease experts, statisticians, and platforms and clinical teams ... Leverage longitudinal disease modeling, Bayesian methods, and causal inference techniques to inform ...
New York, NY · On-site
Drive business planning, forecasting, budgeting, and optimization initiatives * Influence decision ... models, Bayesian modeling * Experience working with large-scale, high-volume datasets and ...
New York, NY · On-site
Drive business planning, forecasting, budgeting, and optimization initiatives * Influence decision ... models, Bayesian modeling * Experience working with large-scale, high-volume datasets and ...
| Aspect | Bayesian Optimization | Data Scientist |
|---|---|---|
| Primary Focus | Optimizing complex functions and hyperparameters | Analyzing data, building models, deriving insights |
| Required Skills | Statistics, probability, machine learning, programming | Statistics, programming, data analysis, visualization |
| Work Environment | Research labs, AI/ML teams, R&D departments | Business, tech companies, consulting firms |
| Common Tools | Python, R, Bayesian libraries (e.g., GPy, scikit-optimize) | Python, R, SQL, visualization tools |
Bayesian Optimization is a specialized technique used within machine learning and AI to efficiently tune hyperparameters or optimize functions. Data Scientists often utilize Bayesian Optimization as part of their toolkit but have broader responsibilities, including data analysis, modeling, and reporting. While Bayesian Optimization focuses on optimization tasks, Data Scientists work on understanding and interpreting data to inform business decisions.

Full-time
Medical, Dental, Vision, Retirement, PTO
Posted 21 days ago
8.7
Based on 100 frontline employees who took The Breakroom Quiz
14th of 86 rated pharmaceutical
About AbbVie
AbbVie's mission is to discover and deliver innovative medicines and solutions that solve serious health issues today and address the medical challenges of tomorrow. We strive to have a remarkable impact on people's lives across several key therapeutic areas including immunology, oncology and neuroscience - and products and services in our Allergan Aesthetics portfolio. For more information about AbbVie, please visit us at www.abbvie.com. Follow @abbvie on LinkedIn, Facebook, Instagram, X and YouTube.
Job DescriptionThe Market Access & Patient Services (MAPS) organization within APEX plays an instrumental role in shaping payer market access and patient services strategies for all of AbbVie’s domestic brands. As a people leader of the Payer Contract Analytics team, you will greatly influence securing market access across all therapeutic areas and payer channels by executing contracting strategies and leading all deal model analytics. You will partner with Business Evolution Strategy Development (BESD) functions to build and scale deal analytics that reflect emerging market access and distribution models. You will play a key role in modernizing the overall Payer Contract Analytics (PCA) function through process and analytical methodology improvements and AI-guided initiatives.
In this role, you will closely collaborate with internal stakeholders from Finance, Forecasting, BTS, Legal, Payer Strategy, Pricing as well as field-based Account Managers to establish approved contracting terms that maximize brand net sales. With a focus on all traditional payer channels as well as emerging disruptive channels, you will ensure that pricing and contracting strategies are executed through sophisticated Bayesian and other advanced simulation techniques.
You will also lead a team of contract analytics talent, embed analytical capabilities to extend team member capabilities, enable organizational learning to ensure the development of access strategies that align with overall commercial goals of each brand. The role requires strong real-world data modeling skills and subject matter expertise within the overall U.S. market access environment and an in-depth understanding of the continuously evolving payer reimbursement landscape.
This position requires strong leadership and influencing skills required to obtain optimal access for AbbVie’s medicines at key National PBM’s and Payers such as Caremark, Express Scripts, and Optum. Together, ~80% of US Net Sales each year are the result of formulary placements and restrictions across these 3 customers.
Strategic Contributions
Lead payer contract analytics across Market Access for AbbVie Neuroscience and Specialty brands. Influence the implementation of brand-level pricing and contracting strategies at the customer level to achieve optimal payer formulary access that maximize net sales for assigned brands. Demonstrate very strong understanding of the U.S. payer landscape to translate and apply brand access strategies to the unique characteristics of our customers. Identify through advanced modeling, the risks, opportunities, and sensitivities associated with various access projection outcomes. Play a significant role in serving as an independent voice for Executive leadership decision making through strong story telling skills and payer contract strategy acumen. Build collaborative relationships with internal U.S. Market Access Sales, vendor partners, and Marketing stakeholders.
Leadership Responsibilities
Operational Assignments
Work experience and Educational Requirements:
Applicable only to applicants applying to a position in any location with pay disclosure requirements under state or local law:
The compensation range described below is the range of possible base pay compensation that the Company believes in good faith it will pay for this role at the time of thisposting based on the job grade for this position. Individual compensation paid within this range will depend on many factors including geographic location,and we may ultimately pay more or less than the posted range. This range may be modified in the future.
We offer a comprehensive package of benefits including paid time off (vacation, holidays, sick), medical/dental/vision insurance and 401(k) to eligible employees.
This job is eligible to participate in our long-term incentive programs.
Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable. The amount and availability of any bonus, commission,incentive, benefits, or any other form of compensation and benefits that are allocable to a particular employee remains in the Company's sole and absolute discretion unless anduntil paid and may be modified at the Company’s sole and absolute discretion, consistent with applicable law.
AbbVie is an equal opportunity employer and is committed to operating with integrity, driving innovation, transforming lives and serving our community. Equal Opportunity Employer/Veterans/Disabled.
US & Puerto Rico only - to learn more, visit https://www.abbvie.com/join-us/equal-employment-opportunity-employer.html
US & Puerto Rico applicants seeking a reasonable accommodation, click here to learn more:
https://www.abbvie.com/join-us/reasonable-accommodations.html
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AbbVie's mission is to discover and deliver innovative medicines that solve serious health issues today and address the medical challenges of tomorrow. We strive to have a remarkable impact on people's lives across several key therapeutic areas: immunology, oncology, neuroscience, eye care, virology, women's health, and gastroenterology, in addition to products and services across its Allergan Aesthetics portfolio. For more information about AbbVie, please visit us at www.abbvie.com. Follow @abbvie on Twitter, Facebook, Instagram, YouTube, and LinkedIn.
Scientific research and development services
10,000+ Employees
North Chicago, IL, US
2013