Actuary – Auto and Property Modeling USAAActuary – Auto and Property ModelingSan Antonio, TX$127,310–$229,160 / yearApplies advanced actuarial knowledge to complete broad and complex projects (e.g., evaluates and selects methodology to price new discount/endorsement for countrywide rollout; develops alternative methodologies to comply with complex regulatory requirements; selects metrics and designs processes to monitor model performance; translates business problems into technical requirements and performs required analysis to develop solutions; independently runs catastrophe models and interprets and communicates results to support critical business activities, while enhancing the control environment as needed. Advanced knowledge of data analysis tools, data visualization, developing analysis queries and procedures in Python, R, SQL, SAS, BI tools or other analysis software, and relevant industry data & methods and ability to connect external insights to business problems.
Parachute Modeling Engineer Mclaurin AerospaceParachute Modeling EngineerHouston, TXFull timeA bachelor's degree in engineering from an ABET accredited engineering school with five (5) years of related engineering experience, a master's degree from an accredited engineering school and four (4) years of related engineering experience, or a Ph. Develop a state-of-the-art multi-body parachute system model, including parachute deployment, inflation, and full-open flight, for use on the Orion and Commercial Crew programs and future programs.
Senior SoC Power Modeling Engineer Advanced Micro Devices, IncSenior SoC Power Modeling EngineerAustin, TexasThis role plays a critical part in defining use-case-driven power expectations , building SoC-level power models from IP inputs , and enabling informed EDC/TDC, voltage-frequency (VF), and PPA trade-off decisions early in the design cycle . KEY RESPONSIBILITIES: SoC & Use‑Case Power Modeling Develop and maintain SoC-level power models for Embedded x86 platforms using IP-level inputs (CPU, GPU, fabric, memory, and I/O).
Head of CCB Auto and Business Banking Portfolio Risk Modeling JPMorgan Chase & CoHead of CCB Auto and Business Banking Portfolio Risk ModelingPlano, TXLead a global team of quantitative experts to design, deliver, and govern best‑in‑class predictive models that power valuation, credit reserving, stress testing, budgeting, and risk assessment for CCBs Auto and Business Banking lending portfolios. The team applies advanced methods to one of the worlds largest consumer lending datasets, partnering across JPMC to assess, measure, and manage critical risks across CCB portfolios.
NewModeling Quantitative Analyst, Cross-Asset Trading Analytics Exxon Mobil CorpModeling Quantitative Analyst, Cross-Asset Trading AnalyticsSpring, TXWe are seeking a highly motivated quantitative analyst with strong modeling and analytical capabilities to develop and enhance quantitative models, models calibration, analytical frameworks, and decision-support tools that enable trading, risk management, and commercial optimization. For convenience and simplicity, words like venture, joint venture, partnership, co-venturer, and partner are used to indicate business relationships involving common activities and interests, and those words may not indicate precise legal relationships.
Marketing Mix Modeling Lead Toyota Motor CorpMarketing Mix Modeling LeadPlano, TXThe primary responsibility of this role is to analyze marketing performance across channels, develop marketing mix models, generate actionable insights, and help improve media investment decisions through advanced analytics and presenting findings to executive stakeholders and partners. Reporting to the Manager, Marketing Analytics, you will play a key role in evaluating the effectiveness of marketing campaigns and supporting strategic decisions that drive business growth, customer engagement, and efficient media spend.
Data Scientist (AI/ML Modeling, Forecasting & Algorithms) Yum! Brands, Inc.Data Scientist (AI/ML Modeling, Forecasting & Algorithms)Plano, TX$106,600–$133,200 / yearBachelor's or Master's degree in a quantitative field (e.g., Data Science, Statistics, Computer Science, Engineering, Mathematics) 2+ years of experience in data science or machine learning Experience applying machine learning techniques to real-world problems Proficiency in Python and SQL Understanding of model evaluation metrics and validation approaches. Exposure to deep learning frameworks (e.g., TensorFlow, PyTorch) Experience working in cloud environments (AWS, GCP, or Azure) Familiarity with experimentation methodologies (A/B testing) Experience collaborating with engineering teams on production deployments.
Power Methodology and Modeling Engineer - New College Grad 2026 NVIDIA CorpPower Methodology and Modeling Engineer - New College Grad 2026Austin, TXAs a member of the Architecture Energy Modeling Team, you will collaborate with Architects, ASIC Design Engineers, Low Power Engineers, Performance Engineers, Software Engineers, and Physical Design teams to study and implement energy modeling techniques for NVIDIA's next generation GPUs, CPUs and Tegra SOCs. What you'll be doing: Define and implement tools and methodologies for efficient data generation from post layout netlists to feed into data movement power analytical model.
Senior Power Methodology and Modeling Engineer NVIDIA CorpSenior Power Methodology and Modeling EngineerAustin, TXAs a member of the Architecture Energy Modeling Team, you will collaborate with Architects, ASIC Design Engineers, Low Power Engineers, Performance Engineers, Software Engineers, and Physical Design teams to study and implement energy modeling techniques for NVIDIAs next generation GPUs, CPUs and Tegra SOCs. The base salary range is 136,000 USD - 218,500 USD for Level 3, and 168,000 USD - 264,500 USD for Level 4. You will also be eligible for equity and benefits.
Quantitative Risk Modeling Analyst II Frost BankQuantitative Risk Modeling Analyst IISan Antonio, TexasApply data analytics to assist in drawing actionable insights into complex business problems using financial, transactional, demographic and behavioral data. Since 1868, Frost has dedicated their expertise to provide exceptional banking, investment, and insurance services to businesses and individuals throughout Texas.
Parachute Modeling Engineer Jacobs Engineering SAParachute Modeling EngineerHouston, TX20331-ESCG'',''2224 Bay Area Boulevard'','''',''Houston'',''77058'',''Aerospace'',''Aerospace'',''false'',''324779'',''324779'',''true'',''324779'',''false'',''Submission for the position: Parachute Modeling Engineer - (Job Number: ADV000CO9)'',''false'',''324779'',''false'',''true''. States-Texas-Houston-20331-ESCG'',''United States-Texas-Houston-20331-ESCG'','''','''','''','''',''May 29, 2026, 2:00:00 AM'',''May 29, 2026, 2:00:00 AM'',''Aerospace'',''Aerospace'',''CMS'',''CMS'',''Experienced'',''Experienced'',''Fulltime-Regular'',''Fulltime-Regular'',''.
CFD Modeling Engineer Hertha MetalsCFD Modeling EngineerConroe, TXFull timeWe’ve developed a breakthrough single-step steelmaking process that uses gas reductants to convert iron ore of any grade or form, delivering lower production costs and emissions than blast furnaces—while improving product quality and scalability. To be successful in this role, a candidate must have a deep understanding of how to model complex physical systems, validate the accuracy of the models, help interpret the data developed by the model, and ultimately, help integrate findings into future equipment designs.
NewQuantitative Risk Modeling Analyst II Data-Driven Risk Insights Frost BankQuantitative Risk Modeling Analyst II Data-Driven Risk InsightsSan Antonio, TXA leading financial services provider in San Antonio seeks a Quantitative Risk Modeling Analyst II to apply data analytics to drive insights into complex business problems. This role offers a comprehensive benefits package and a chance to be part of a respected financial institution committed to integrity and excellence.#J-18808-Ljbffr.
NewSenior Credit Risk Modeling Analyst Randolph Brooks Federal Credit UnionSenior Credit Risk Modeling AnalystSan Antonio, TXProficient to advanced knowledge of statistical modeling and other quantitative techniques including, but not limited to, linear & non-linear regression, optimization, simulation, time-series analysis, probability theory, survival analysis, and value-at-risk. The Senior Credit Risk Modeling Analyst will design and build credit risk models that enable automated underwriting while optimizing decision rates and loss performance within defined risk tolerances.
Senior Modeling Lead - Banking Inizio PartnersSenior Modeling Lead - BankingDallas, TXCollaborate cross-functionally with data engineering, technology, operations, and business teams to align modeling solutions with broader organizational objectives. 10+ years of progressive experience in quantitative modeling, data science, or applied AI/ML, with at least 3 years in a team leadership or senior technical lead capacity.
Model Validation Analyst II Cullen/Frost Bankers IncModel Validation Analyst IISan Antonio, TXWhat you'll need: Master's degree in a quantitative field such as Mathematical Finance, Financial Engineering, Statistics, Physics, Management Science, Operations Research, or Economics. By turning data into insights, you will help us discover the accuracy of the most complex and significant financial, statistical, and behavioral models that are used within the organization.
NewData Model Engineer My3TechData Model EngineerSan Antonio, TXThis role involves ensuring data quality, understanding data relationships, managing data lineage, profiling data, and applying trust flags and data tags. Key Responsibilities: Ensuring Data Quality: Utilize Bigeye's data observability features to monitor data quality and identify potential issues.
Senior Modeling Lead iShareSenior Modeling LeadHouston, TexasiShare was founded to fill a real market need – with so much noise about cloud, big data, and information security, companies today are adopting software product after product and losing sight of which they need and why, while what they really need is credible consulting that takes the time to understand their company’s unique scenario and requirement, and then architect a solution accordingly. Recognizing this gap, senior industry executives put their credibility on the line to form iShare and ensure they create a fulfilling experience with lasting value for all stakeholders – customers, employees and partners.
Data Scientist - Anti-Money Laundering Analytics & Modeling The PNC Financial Services Group IncData Scientist - Anti-Money Laundering Analytics & ModelingAustin, TX$86,250–$172,500 / yearJob Summary: As a Data Scientist within PNC''s Anti-Money Laundering Analytics & Modeling team, you will be part of a cohesive team of professionals who utilize a variety of statistical techniques to build models to detect, monitor, and avert concerning patterns of account activity. PNC Employees take pride in our reputation and to continue building upon that we expect our employees to be: Customer Focused - Knowledgeable of the values and practices that align customer needs and satisfaction as primary considerations in all business decisions and able to leverage that information in creating customized customer solutions.
Software Engineer, Modeling & Simulation - level 2 Lockheed Martin CorpSoftware Engineer, Modeling & Simulation - level 2Fort Worth, TXBasic Qualifications: • Bachelor in STEM discipline (Computer Science, Computer Engineering or Electrical Engineering preferred) with a minimum of 2 years of professional related experience • Experience with software development in C++ • Experience with software design/development/test/build/release. What You Will Be Doing As the Software Engineer, Modeling & Simulation you will be responsible for integration and troubleshooting of Shared Simulation Software (SSS) products in hardware‑in‑the‑loop and man‑in‑the‑loop lab environments, driving development and deployment of real‑time simulation capabilities.
Analog Modeling Engineer MediaTek IncAnalog Modeling EngineerAustin, TXAnalog Behavioral Modeling & Verification: Implement supply-sensitive and process-aware behavioral models in SystemVerilog for analog blocks including ring oscillators, reference voltage generators, voltage/frequency meters, LDOs, and temperature sensors. In this role, you will develop behavioral models for analog and mixed-signal components, enabling efficient design verification and seamless integration between analog IP and digital verification environments.
Associate, Model Development (Hybrid Position) Banco Santander (Brasil) SAAssociate, Model Development (Hybrid Position)Dallas, TXSupervises the development of complex mathematical models - including credit origination and customer behavior scorecards - which directly support critical decision making processes and the company's overall understanding of our business, the markets with. Demonstrated experience with logistic regression models, segmentation and variable reduction techniques, hypothesis testing, neural networks, design of experiments, ANOVA, decision trees, and linear regression.
NewStrategic FP&A Analyst: Budgeting, Modeling & IR Evolving Solution ServicesStrategic FP&A Analyst: Budgeting, Modeling & IRHouston, TXEvolving Solution Services in Houston, TX is seeking a Senior FP&A Analyst to directly support the CFO in financial planning and analysis. This critical role involves driving company financial strategies, developing complex financial models, and managing investor relations.
NewModel Optimization Engineer Bright Vision TechnologiesModel Optimization EngineerRichardson, TXRemoteFull timeIn this role you will work closely with cross-functional partners — product, design, engineering, operations, and business stakeholders — to translate ambiguous requirements into well-engineered solutions, and will be expected to raise the bar through code review, design review, and mentorship of more junior engineers. Drive compiler-level optimizations using Triton, XLA, TorchInductor, or TVM, working with the broader ML framework community to land improvements that translate into measurable end-to-end performance gains.
Senior Architecture Energy Modeling Engineer NVIDIASenior Architecture Energy Modeling EngineerAustin, CaliforniaAs a member of the Power Modeling, Methodology and Analysis Team, you will collaborate with Architects, ASIC Design Engineers, Low Power Engineers, Performance Engineers, Software Engineers, and Physical Design teams to study and implement energy modeling techniques for NVIDIA's next generation GPUs, CPUs and Tegra SOCs. Our team is responsible for researching, developing, and deploying methodologies to help NVIDIA's products become more energy efficient; and is responsible for building energy models that integrate into architectural simulators, RTL simulation, emulation and silicon platforms.
Postdoctoral Researcher - Simulation & Digital Twin Modeling Exxon Mobil CorpPostdoctoral Researcher - Simulation & Digital Twin ModelingSpring, TXFor convenience and simplicity, words like venture, joint venture, partnership, co-venturer, and partner are used to indicate business relationships involving common activities and interests, and those words may not indicate precise legal relationships. The successful candidate will build scalable simulation frameworks that integrate with optimization and analytics workflows to enable scenario analysis, forecasting, and strategic decision support.
NewQuantitative Analytics & Model Consultant Senior - C&IB Commercial Real Estate PNC BankQuantitative Analytics & Model Consultant Senior - C&IB Commercial Real EstateHouston, TX$112,000–$249,600 / yearThis position is subject to the requirements of Section 19 of the Federal Deposit Insurance Act (FDIA) and, for any registered role, the Secure and Fair Enforcement for Mortgage Licensing Act of 2008 (SAFE Act) and/or the Financial Industry Regulatory Authority (FINRA), which prohibit the hiring of individuals with certain criminal history.#J-18808-Ljbffr. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to the company's success.
SPICE Modeling Engineer SB-64000981 Cirrus Logic IncSPICE Modeling Engineer SB-64000981Austin, TXIn this position, you will be responsible for maintaining device lab equipment, functions, performing a wide range of device characterization, and extracting SPICE and device aging models for semiconductor devices. D. in Electrical Engineering or Physics or related engineering discipline or • Masters in Electrical Engineering or Physics or related engineering discipline with 3 years of experience.
NewStrategic FP&A & Advanced Decision Modeling Lead RSM US LLPStrategic FP&A & Advanced Decision Modeling LeadDallas, TXThis role involves leading strategic finance and FP&A consulting engagements, developing financial models, and analyzing financial data for client decisions. Distinctive for its culture, RSM empowers employees with flexibility and growth opportunities, allowing them to fully realize their potential.#J-18808-Ljbffr.
NewStrategic FP&A Lead: Forecasting, Modeling & Partnering Senderra Rx Partners, LlcStrategic FP&A Lead: Forecasting, Modeling & PartneringDallas, TXThis role involves developing complex financial models, presenting insights to leadership, and mentoring junior analysts. Senderra Rx Partners, Llc is looking for a Senior Financial Analyst to lead financial planning and analysis initiatives.
Financial Analyst - Financial Analytics & Modeling Baylor College of MedicineFinancial Analyst - Financial Analytics & ModelingHouston, TX$70,618–$83,080 / yearThe position requires experience and knowledge of general healthcare workflows, finance concepts, technical language, benchmarking, business modeling, and reporting statistical information in graphical and other presentation formats. Baylor College of Medicine's Finance Department is seeking a Financial Analyst to join its Financial Planning, Forecasting & Analysis team.
Marketing Mix Modeling Lead TMS Toyota Motor Sales, USA CompanyMarketing Mix Modeling LeadPlano, TexasThe primary responsibility of this role is to analyze marketing performance across channels, develop marketing mix models, generate actionable insights, and help improve media investment decisions through advanced analytics and presenting findings to executive stakeholders and partners. Reporting to the Manager, Marketing Analytics, you will play a key role in evaluating the effectiveness of marketing campaigns and supporting strategic decisions that drive business growth, customer engagement, and efficient media spend.
Senior Digital Product Owner - Data Model Caterpillar IncSenior Digital Product Owner - Data ModelIrving, TX$112,710–$183,140 / yearAssist in maintaining rental data attributes and supporting identification of gaps between business needs and the Helios Rental Data Model, helping track and drive actions to address those gaps. Job Summary: As a Senior Product Owner for Rental Digital at Caterpillar, you will own the Helios Rental Data domain as a product, ensuring data availability, quality, and readiness across key rental objects.
Model Validation Analyst II Frost BankModel Validation Analyst IISan Antonio, TexasBy turning data into insights, you will help us discover the accuracy of the most complex and significant financial, statistical, and behavioral models that are used within the organization. Interpret data to recognize any potential risk exposure; additionally, identify opportunities to use data in ways that enhance the strategic and tactical decisions made by management.
Senior AI Language Model Engineer Occidental Petroleum CorpSenior AI Language Model EngineerHouston, TXExperience with Retrieval-Augmented Generation (RAG), multi-agentic systems, and agentic frameworks (e.g., Strands Agents SDK), with the ability to design, build, and deploy end-to-end AI agents and orchestration pipelines. Ability to end-to-end develop and deploy full-stack applications - from data ingestion and model development through back-end APIs to front-end interfaces - in addition to the core data science and ML work.
Data Scientist II – Model Validation and Monitoring VytwoData Scientist II – Model Validation and MonitoringDallas, TXLead model monitoring activities, including tracking performance metrics, detecting model and data drift, identifying data quality issues, providing root cause analysis, and recommending remediation strategies. This includes providing effective challenges to model development, conduct model monitoring and performance tracking, provide root cause analysis of model performance, exploring, building, validating, and deployingmodels.
IT Analyst - Anaplan Model Builder Camping World Holdings IncIT Analyst - Anaplan Model BuilderTX$96,100–$147,500 / yearWork closely with the demand and inventory planning teams to package their wish lists into requirements and enhancements, aligned with current and future Anaplan functionalities to support evolving business needs. You will be the go-to expert for day-to-day model operations-resolving complex issues, assuring data accuracy, and guiding users through app pages and workflows.
Architecture Modeling Engineer MythicArchitecture Modeling EngineerAustin, TexasThese models serve as a golden reference for verifying RTL implementations and enable our software teams to begin developing validation and customer-facing code long before hardware is available. We’ve raised over $100M from world-class investors including Softbank, Threshold Ventures, Lux Capital, and DCVC, and secured multi-million-dollar customer contracts across multiple markets.
SoC Power Modeling Engineer Apple IncSoC Power Modeling EngineerAustin, TXYour main responsibilities will be: Modeling power dissipation and power delivery, Establishing voltages for DVFM states of IPs, including Neural Engines, CPUs, Graphics, compute (AI/ML) accelerators, media IPs, caches and fabric. We are looking for an engineer who will work on the modeling of power dissipation of various IPs including AI/ML and the corresponding power rails, peak current requirements and voltage-frequency operating points for upcoming generations of Apple SOCs.
Senior Associate, BESS Modeling & Structuring Clearway Energy Group LLCSenior Associate, BESS Modeling & StructuringHouston, TX$137,000–$150,000 / yearIn this role, you will be building Clearway's internal quantitative modeling platform (CWENQuant), developing advanced BESS dispatch optimization models, and directly impacting major commercial decisions across trading/origination/development/asset management. Build and enhance CWENs quantitative modeling platform (CWENQ); develop data pipelines with internal and external resources, create automated workflows to produce analysis, build market data dashboards with the use of data science and optimization.
Business Development Representative (Hybrid Work Model) Quorum Business Solutions IncBusiness Development Representative (Hybrid Work Model)TXAnalyzing internal and external market data and databases with the objective to turn this data into actionable campaigns within specific areas of traditional energy sources and to capture new market share as part of the energy transition. The trusted source of decision-ready data for 1,800+ companies, Quorum Software makes the essential connections that let us work better together in the connected energy workplace.
Strategic Account Manager - Upstream (Hybrid Work Model) Quorum Business Solutions IncStrategic Account Manager - Upstream (Hybrid Work Model)Houston, TXDeliver accurate weekly and quarterly forecasts by appropriately categorizing opportunities (Commit, Best Case, Pipeline) based on MEDDPPICC qualification depth, and provide clear, evidence-based commentary to sales leadership on deal status, risk, and trajectory. Rigorously qualify opportunities using the MEDDPPICC methodology - validating Metrics, Economic Buyer, Decision Criteria, Decision Process, Paper Process, Pain, Champion, and Competition - and actively lead every deal to a definitive yes/no decision rather than allowing opportunities to stall in pipeline.
NewStrategic Account Manager (Hybrid Work Model) Quorum Business Solutions IncStrategic Account Manager (Hybrid Work Model)Houston, TXFrom emerging companies to supermajors, throughout every region of the globe, customers rely on Quorum's proven innovation and unmatched global expertise to streamline business operations and make data-driven decisions that optimize profitability and growth. Our talented solutions architects and solutions consultants will present strong technical presentations to the clients you engage and ensure a successful implementation of the solutions you sell.
Strategic Account Manager - Utilities Sector (Hybrid Work Model) Quorum Business Solutions IncStrategic Account Manager - Utilities Sector (Hybrid Work Model)Houston, TXFrom emerging companies to supermajors, throughout every region of the globe, customers rely on Quorum's proven innovation and unmatched global expertise to streamline business operations and make data-driven decisions that optimize profitability and growth. Our solutions architects and consultants provide technical expertise, while you focus on engaging both existing and prospective clients-nurturing current relationships and expanding Quorum's footprint in key North America energy accounts.
Principal Model-Based Systems Engineer STRPrincipal Model-Based Systems EngineerArlington, TexasThe ideal candidate will be well-versed in Systems Engineering techniques, Modeling and Simulation, Digital Engineering/MBSE and be excited about opportunities to mentor more junior staff and help foster growth of subject matter expertise across the organization. In addition to modeling in SysML, the Systems Engineer will be responsible for implementing and guiding teams in the customization and automation techniques offered by Cameo to enable multi-disciplinary programs to comply with DoD Digital Engineering goals.
Strategy& Strategy Consulting - Business Model Reinvention - Senior Manager PricewaterhouseCoopers LLPStrategy& Strategy Consulting - Business Model Reinvention - Senior ManagerTX$124,000–$280,000 / yearPwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy . At PwC, we recognize that conviction records may have a direct, adverse, and negative relationship to responsibilities such as accessing sensitive company or customer information, handling proprietary assets, or collaborating closely with team members.
Enterprise Operating Model Senior Manager, Utilities Accenture PlcEnterprise Operating Model Senior Manager, UtilitiesHouston, TXAccenture is a leading solutions and services company that helps the world's leading enterprises reinvent by building their digital core and unleashing the power of AI to create value at speed across the enterprise, bringing together the talent of our approximately 786,000 people, our proprietary assets and platforms, and deep ecosystem relationships. Our approach and our people put us at the front of the pack for architecting future-proof enterprise operating models, clean sheet organization designs, and advanced shared services - all embracing the future of work powered by technology, operations, GenAI & data & analytics.
Enterprise Operating Model Manager, Energy Accenture PlcEnterprise Operating Model Manager, EnergyIrving, TXAccenture is a leading solutions and services company that helps the world's leading enterprises reinvent by building their digital core and unleashing the power of AI to create value at speed across the enterprise, bringing together the talent of our approximately 786,000 people, our proprietary assets and platforms, and deep ecosystem relationships. Our approach and our people put us at the front of the pack for architecting future-proof enterprise operating models, clean sheet organization designs, and advanced shared services - all embracing the future of work powered by technology, operations, GenAI & data & analytics.
Enterprise Operating Model Senior Manager, Energy Accenture PlcEnterprise Operating Model Senior Manager, EnergyAustin, TXAccenture is a leading solutions and services company that helps the world's leading enterprises reinvent by building their digital core and unleashing the power of AI to create value at speed across the enterprise, bringing together the talent of our approximately 786,000 people, our proprietary assets and platforms, and deep ecosystem relationships. Our approach and our people put us at the front of the pack for architecting future-proof enterprise operating models, clean sheet organization designs, and advanced shared services - all embracing the future of work powered by technology, operations, GenAI & data & analytics.
NewSenior Director, Enterprise Data & Model Governance CotalitySenior Director, Enterprise Data & Model GovernanceDallas, TexasStakeholder Alignment & Collaboration: Partner closely with business unit leaders and executive stakeholders to identify critical data needs, aligning governance priorities with business-line KPIs and demonstrating measurable ROI on data initiatives. Drive Business Growth: Shift the perception of data & model governance from a risk-mitigation function to a value-creation engine, ensuring data quality and curation directly accelerate business development and product commercialization.