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Probabilistic Modeling Jobs in Arizona (NOW HIRING)

Varsity Tutors

Genetics Tutor

Gilbert, AZ · Remote

$40/hr

Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...

Varsity Tutors

Genetics Tutor

Phoenix, AZ · Remote

$40/hr

Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...

Varsity Tutors

Genetics Tutor

Chandler, AZ · Remote

$40/hr

Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...

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Probabilistic Modeling information

What is the difference between Probabilistic Modeling vs Data Scientist?

AspectProbabilistic ModelingData Scientist
Required CredentialsDegree in statistics, mathematics, or related fields; knowledge of probability theoryDegree in computer science, statistics, or related fields; programming skills
Work EnvironmentResearch-focused, often in analytics or data science teamsCross-functional teams, including business, engineering, and analytics
Industry UsageUsed in analytics, finance, healthcare, and research for modeling uncertaintyApplied across industries for data analysis, predictive modeling, and decision-making

Probabilistic Modeling focuses on developing models based on probability theory to understand uncertainty, while Data Scientists utilize a broader set of skills including programming, data analysis, and machine learning to extract insights from data. Both roles often overlap but serve different primary purposes within data-driven organizations.

What is probabilistic modeling?

Probabilistic modeling is a mathematical framework used to represent uncertain events or data by using probability distributions. Instead of giving a single outcome, it accounts for variability and randomness, allowing predictions and inferences even when information is incomplete or ambiguous. Probabilistic models are widely used in fields like statistics, machine learning, finance, and engineering to analyze data, make forecasts, and support decision-making under uncertainty.

What are the key skills and qualifications needed to thrive as a Probabilistic Modeler, and why are they important?

To thrive as a Probabilistic Modeler, you need a strong background in mathematics, statistics, and probability theory, often supported by a degree in applied mathematics, statistics, or a related field. Proficiency with programming languages like Python or R, and experience with statistical modeling tools and software such as TensorFlow or PyMC, are typically required. Strong analytical thinking, problem-solving abilities, and effective communication skills help translate complex models into actionable insights. These skills are vital for designing accurate models, interpreting uncertainty, and supporting data-driven decisions across various industries.

What are some common challenges faced by professionals in probabilistic modeling roles, and how can they be managed?

Professionals in probabilistic modeling often encounter challenges such as working with incomplete or noisy data, choosing the right model complexity, and ensuring model interpretability for stakeholders. Managing these challenges involves strong statistical knowledge, regular collaboration with domain experts, and effective communication to translate complex results for non-technical team members. Staying up-to-date with the latest tools and methodologies, and participating in peer reviews, can also help maintain model accuracy and reliability.
What are popular job titles related to Probabilistic Modeling jobs in Arizona? For Probabilistic Modeling jobs in Arizona, the most frequently searched job titles are:
What job categories do people searching Probabilistic Modeling jobs in Arizona look for? The top searched job categories for Probabilistic Modeling jobs in Arizona are:
What cities in Arizona are hiring for Probabilistic Modeling jobs? Cities in Arizona with the most Probabilistic Modeling job openings:
Probabilistic Modeling jobs near you
Infographic showing various Probabilistic Modeling job openings in Arizona as of May 2026, with employment types broken down into 86% Full Time, and 14% Part Time. Highlights an 56% Physical, 4% Hybrid, and 40% Remote job distribution.
Associate Water Resources Engineer - Mining (Multiple Locations)eer

Associate Water Resources Engineer - Mining (Multiple Locations)eer

Burns & McDonnell

Phoenix, AZ • On-site

Full-time

Posted 18 days ago

Burns & McDonnell rating

8.6

Company rating: 8.6 out of 10

Based on 49 frontline employees who took The Breakroom Quiz

4th of 78 rated construction

Job description

Description
Burns & McDonnell is seeking a senior mine water management professional to serve as a technical and delivery-focused leader within our Environmental Services (ENS) Global Practice. This role is intended for a highly experienced practitioner who brings deep mine water expertise, strong client presence, and the ability to integrate technical solutions from early concept through design and construction.
The position plays a critical role in shaping mine water strategies that are technically sound, constructable, and aligned with overall project delivery objectives. The successful candidate will support mining clients across the full project lifecycle, from planning and permitting through construction, operations, and closure, while working closely with engineering, construction, and environmental teams to deliver integrated, fit-for-purpose solutions.
This is an opportunity to influence both technical outcomes and business success as a senior technical leader in a collaborative, employee-owned culture where you will have the platform to mentor talent, shape best practices and strengthen Burns & McDonnell's growing mine water management capabilities.
Key Responsibilities
Technical Leadership & Solution Development
  • Provide senior technical leadership for mine water management planning and execution across the mining lifecycle, including permitting, operations, closure, and long-term water stewardship.
  • Lead and oversee mine water management strategies and analyses, including water balance development, surface water and groundwater interaction, water quality characterization, treatment, reuse, and conservation approaches.
  • Direct, review, and validate hydrologic, hydraulic, and hydrogeologic analyses, including watershed-scale evaluations, probabilistic and risk-informed assessments, and scenario-based modeling.
  • Support the planning, evaluation, and design of mine water infrastructure, including ponds, impoundments, conveyance systems, treatment systems, and water control structures, with consideration for constructability, sequencing, and operational practicality.
  • Participate in constructability reviews and integrated design efforts to ensure mine water solutions can be efficiently implemented and aligned with construction means, methods, and schedules.

Client Interface & Business Development Support
  • Serve as a senior technical interface with mining clients, participating in key meetings to explain technical concepts, evaluate alternatives, and guide sound decision-making.
  • Support sales and business development efforts by contributing mine water expertise to client discussions, opportunity shaping, and pursuit strategies.
  • Lead or contribute to the preparation of technical proposals, scopes of work, work plans, and execution approaches related to mine water management.
  • Develop or support the development of cost estimates, schedules, and resource plans for mine water-related scopes, with consideration for construction complexity, risk, and lifecycle performance.
  • Assist in identifying follow-on opportunities and expanding existing client relationships through high-quality technical delivery and trusted advisory support.

Project Management, Integrated Delivery & Financial Performance
  • Serve as a project manager or senior technical lead, as appropriate, for mine water-related projects, with responsibility for scope, schedule, budget, quality, safety, and client satisfaction.
  • Manage project execution in alignment with financial performance goals, including monitoring labor, expenses, and overall project health.
  • Collaborate closely with engineering and construction teams to integrate mine water considerations into broader project delivery strategies, including design-build and EPC delivery models where applicable.
  • Partner with project teams to proactively identify and manage technical, regulatory, constructability, and execution risks throughout project delivery.

Modeling, Analysis & Risk-Informed Decision Support
  • Lead or oversee the development and application of mine water balance models using spreadsheet-based tools and advanced simulation platforms, as appropriate for project complexity.
  • Apply statistical, probabilistic, and uncertainty-based analyses to inform risk assessments, design criteria, and long-term water management decisions.
  • Integrate climate variability, extreme events, and long-term closure considerations into mine water strategies and technical evaluations.
  • Translate complex technical analyses into clear, defensible recommendations to support client, regulatory, and internal decision-making.

Mentoring & Capability Building
  • Mentor and technically develop engineers and scientists within Environmental Services, providing guidance, review, and coaching on mine water-related analyses, design, and project execution.
  • Support the growth of junior and mid-career staff by sharing technical knowledge, practical judgment, and lessons learned from project delivery.
  • Contribute to the development and refinement of internal tools, standards, and best practices for mine water management and integrated delivery.
  • Support recruiting and onboarding efforts by helping evaluate and integrate new mine water talent into the practice.

Collaboration & Integration
  • Collaborate closely with environmental permitting, remediation, engineering, and construction teams to deliver integrated mine water solutions that balance technical rigor, constructability, cost, and long-term performance.
  • Work in partnership with project managers, discipline leads, and business development professionals to align technical execution with client objectives and business outcomes.
  • Participate in internal knowledge sharing, technical forums, and lessons-learned discussions to continuously improve mine water services.
  • All other duties, as assigned.

Qualifications
  • Bachelor's degree in civil, environmental, chemical, or mechanical engineering, or related engineering degree from an accredited program.
  • 13 years of progressive experience in mine water management, water resources, hydrogeology, or closely related fields, with direct application to mining projects.
  • Demonstrated experience with mine water balance development, surface water and/or groundwater modeling, and interpretation of hydrologic and hydrogeologic data.
  • Experience interfacing directly with clients and supporting proposal development, scoping, and cost estimating for mine water-related work.
  • Demonstrated ability to manage or support projects with accountability for scope, schedule, budget, and financial performance.
  • Experience supporting projects through design and into construction, including participation in constructability reviews or coordination with construction teams.
  • Strong technical writing and communication skills, with the ability to explain complex analyses clearly to technical and non-technical audiences.
  • Proven ability to work collaboratively on multidisciplinary teams and provide senior-level technical judgment.Preferred
  • Master's degree in a relevant technical discipline.
  • Professional licensure (PE, PG) or ability to obtain.
  • Experience supporting mine permitting, operations, closure, and reclamation from a water management perspective.
  • Familiarity with industry-standard modeling and analysis tools (e.g., GoldSim, HEC-HMS, HEC-RAS, MODFLOW, or similar platforms).
  • Experience applying probabilistic, risk-informed, or uncertainty-based approaches to water management decision-making.
  • Experience mentoring staff and contributing to the development of technical teams and practices.Background in mine closure planning, tailings-related water considerations, or long-term water stewardship strategies.

This job posting will remain open a minimum of 72 hours and on an ongoing basis until filled.
EEO/Disabled/Veterans
Job Environmental Engineering
Primary Location US-AZ-Phoenix
Other Locations US-NM-Albuquerque, US-UT-Salt Lake City, US-AZ-Tucson
Schedule: Full-time
Travel: Yes, 25 % of the Time
Req ID: 262118
Job Hire Type Experienced #LI-GS #ENS

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About Burns & McDonnell

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Burns & McDonnell assists clients of all sizes and industries by providing extensive physical services ranging from assessments, integrated security solutions, and large security architecture designs. Services we typically provide include security and safety system design, threat, risk, and vulnerability assessments, security surveys, security master planning, compliance to federal security programs, independent validation and verification of integrated security system operations, management of installation and maintenance, and staff augmentation to develop and implement facility management and protection processes.

Industry

Civil engineering construction

Company size

10,000+ Employees

Headquarters location

Kansas City, MO, US

Year founded

1898

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