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Predictive Modeling Jobs in Baltimore, MD (NOW HIRING)

Blend360

Associate Director of Data Science

Columbia, MD

$58K - $59K/yr

Proven experience in predictive modeling, deep learning, optimization, algorithm design, and solution architecture. * Hands-on programming experience with Python and SQL. * Demonstrated leadership ...

IBM

Sr. Software Engineer (TS/SCI)

Annapolis Junction, MD · On-site

$117K - $140K/yr

Responsibilities : • Develop Predictive Models: Design and implement predictive models using mathematical optimization, discrete-event simulation, and rules programming to drive business ...

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Blend360

Associate Director of Data Science

Columbia, MD · On-site +1

$58K - $59K/yr

Proven experience in predictive modeling, deep learning, optimization, algorithm design, and solution architecture. * Hands-on programming experience with Python and SQL. * Demonstrated leadership ...

Pae

Intern

Aberdeen Proving Ground, MD · On-site

$16 - $21.50/hr

Participate in performance predictive modeling * Outline server and architecture requirements for AI assisted approach to predictive modeling Enterprise Data Management (Data Ontology, AI integration ...

Varsity Tutors

Business Analytics Tutor

Baltimore, MD · Remote

$40/hr

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Varsity Tutors

Business Analytics Tutor

Bowie, MD · Remote

$40/hr

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Varsity Tutors

Business Analytics Tutor

College Park, MD · Remote

$40/hr

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Varsity Tutors

Business Analytics Tutor

Laurel, MD · Remote

$40/hr

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Pointer Technologies

Data Scientist

Annapolis Junction, MD · On-site

$100K - $280K/yr

Develop predictive and prescriptive models to address key mission challenges. * Build, test, and deploy machine learning models and algorithms. * Collaborate with cross-functional teams to understand ...

Markon

AI/ML Engineer Level 2

Fort George G Meade, MD · On-site

$190K - $205K/yr

Develop, optimize, and evaluate predictive models and AI/ML algorithms * Integrate AI/ML capabilities into operational systems and applications * Support model testing, validation, deployment, and ...

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All JobsPredictive Modeling JobsPredictive Modeling Jobs in Baltimore, MD

Predictive Modeling information

See Baltimore, MD salary details

$10

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How much do predictive modeling jobs pay per hour?

As of Jun 12, 2026, the average hourly pay for predictive modeling in Baltimore, MD is $58.34, according to ZipRecruiter salary data. Most workers in this role earn between $52.31 and $67.84 per hour, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive in the Predictive Modeling position, and why are they important?

To thrive in Predictive Modeling, you need strong statistical analysis, data mining, and machine learning skills, often supported by a degree in statistics, computer science, mathematics, or a related field. Expertise with tools such as Python, R, SAS, or SQL, as well as knowledge of data visualization software, is commonly required, and certifications in data science or analytics are a plus. Strong problem-solving abilities, attention to detail, and effective communication are key soft skills for this role. Mastering these skills enables professionals to build accurate models, interpret data-driven results, and clearly communicate insights to stakeholders, which are critical for informed business decision-making.

What is a Predictive Modeling job?

A Predictive Modeling job involves using statistical techniques, machine learning algorithms, and data analysis to forecast future outcomes based on historical data. Professionals in this role build and test models to identify patterns, trends, and relationships in complex datasets. They commonly work in industries like finance, healthcare, and marketing to improve decision-making and optimize business processes. Strong skills in programming, data manipulation, and statistical analysis are essential for success in this role.

What is a predictive modeler?

A predictive modeler is a professional who develops statistical and machine learning models to forecast future outcomes based on historical data. They use tools like Python, R, or specialized software and often require knowledge of data analysis, statistics, and programming. Their work supports decision-making in various industries such as finance, marketing, and healthcare.

What jobs make $1,000,000 a year?

In predictive modeling, high-earning roles such as senior data scientists, machine learning engineers, and analytics directors can reach or exceed $1 million annually, especially in top tech companies or financial firms. These positions typically require advanced skills in statistical analysis, programming, and experience with big data tools, along with leadership responsibilities and often performance-based bonuses or equity.

Is 40 too late for data science?

Predictive modeling is a key role in data science, and age is not a barrier to entering the field. Many professionals transition into data science later in their careers by developing skills in programming, statistics, and tools like Python or R. Continuous learning and relevant experience are more important than age when pursuing a data science career.

What does a typical workday look like for someone working in predictive modeling?

A typical day in predictive modeling involves gathering and cleaning data, selecting relevant features, and building statistical or machine learning models to forecast trends or behaviors. You’ll regularly use programming languages and analytics tools to test model performance and iterate on results, while documenting findings and preparing reports for internal teams or clients. Collaboration is often required with data engineers, subject matter experts, and business leaders to ensure that models align with organizational goals. Additionally, you may be tasked with presenting your insights to both technical and non-technical audiences, making strong communication skills essential for success in this role.

What job makes $10,000 a month without a degree?

Predictive modeling roles, such as data scientists or machine learning engineers, can earn $10,000 or more per month with significant experience and expertise in statistical analysis, programming, and data tools. These jobs often require strong skills in Python, R, or SQL and may involve working in tech, finance, or consulting environments, but typically do not require a formal degree if skills are demonstrated through portfolios or certifications.
What job categories do people searching Predictive Modeling jobs in Baltimore, MD look for? The top searched job categories for Predictive Modeling jobs in Baltimore, MD are:
Predictive Modeling jobs near you
Associate Director of Data Science

Associate Director of Data Science

Blend360

Columbia, MD

$58K - $59K/yr

Full-time

Posted 19 days ago

Job description

Company Description

Blend is a premier AI services provider, committed to co-creating meaningful impact for its clients through the power of data science, AI, technology, and people. With a mission to fuel bold visions, Blend tackles significant challenges by seamlessly aligning human expertise with artificial intelligence. The company is dedicated to unlocking value and fostering innovation for its clients by harnessing world-class people and data-driven strategy. We believe that the power of people and AI can have a meaningful impact on your world, creating more fulfilling work and projects for our people and clients. For more information, visit www.blend360.com 

Job Description

We are seeking a highly skilled and experienced Data Scientust to join our team. In this pivotal role, you will lead our data science initiatives, driving innovation and delivering data-driven insights to support strategic decision-making across the organization.

  • Lead the delivery of AI and data science projects, managing a team of 4-5 developers and data scientists.

  • Design and implement AI solutions leveraging advanced techniques, including prompt engineering, agentic architectures, RAG, computer vision, predictive modeling, deep learning, and optimization.

  • Collaborate with stakeholders to translate business requirements into scalable data science solutions.

  • Ensure high-quality project execution, including architecture design, solution validation, deployment, and CI/CD management.

  • Mentor and guide team members, fostering growth and knowledge sharing.

  • Communicate complex technical concepts effectively to both technical and non-technical stakeholders.

  • Maintain oversight of project timelines, resource allocation, and risk management.

Qualifications

  • 8-10 years of professional experience in Data Science, including 2-3 years in a Delivery Lead or Team Lead capacity.

  • Strong expertise in AI, including prompt engineering, agentic architectures, RAG, and computer vision.

  • Proven experience in predictive modeling, deep learning, optimization, algorithm design, and solution architecture.

  • Hands-on programming experience with Python and SQL.

  • Demonstrated leadership and team management skills.

  • Excellent problem-solving, project delivery, and business communication abilities.

Preferred Qualifications:

  • Domain knowledge in civil engineering, manufacturing, structural engineering, or mechanical/industrial engineering.

  • Project management experience and familiarity with Azure cloud infrastructure.

  • Experience with software deployment, quality assurance, CI/CD pipelines, and release cycle management.

Why Join Us:

  • Opportunity to lead cutting-edge AI projects across diverse industries.

  • Work with a collaborative, high-performing team of data scientists and engineers.

  • Influence the strategic direction of AI initiatives within the organization.

Apply