To tackle this problem, you will integrate and validate multimodal foundation models; bridge functional genomics, spatial omics, and real-world data; and apply cutting edge causal inference ...
To tackle this problem, you will integrate and validate multimodal foundation models; bridge functional genomics, spatial omics, and real-world data; and apply cutting edge causal inference ...
Academic Neurologist - Stroke [Req#: 954037, Position#: 131830]
Dallas, TX · On-site
$317K - $395K/yr
Description We are seeking a PhD prepared Investigator with an interest in epidemiology and a research interest in applying novel causal inference methods to large and complex real-world data. We are ...
Academic Neurologist - Stroke [Req#: 954037, Position#: 131830]
Dallas, TX · On-site
$317K - $395K/yr
Description We are seeking a PhD prepared Investigator with an interest in epidemiology and a research interest in applying novel causal inference methods to large and complex real-world data. We are ...
About the Role Our autonomous vehicles encounter a wide variety of real-world situations on city ... We are looking for a Data Quality Analyst who will help us validate and analyze real-world data ...
New
About the Role Our autonomous vehicles encounter a wide variety of real-world situations on city ... We are looking for a Data Quality Analyst who will help us validate and analyze real-world data ...
New
Staff Data Scientist- Pricing Science
Austin, TX · On-site +1
Ability to work with messy, real-world data and make pragmatic tradeoffs under ambiguity ... Familiarity with cloud ML platforms (GCP/Vertex AI or AWS/SageMaker). * MS or PhD in Statistics ...
Staff Data Scientist- Pricing Science
Austin, TX · On-site +1
Ability to work with messy, real-world data and make pragmatic tradeoffs under ambiguity ... Familiarity with cloud ML platforms (GCP/Vertex AI or AWS/SageMaker). * MS or PhD in Statistics ...
Identify and refine dynamic vehicle parameters using real-world data. * Profile and optimize algorithms to meet real-time performance constraints. * Write clean, maintainable, production-quality code ...
Identify and refine dynamic vehicle parameters using real-world data. * Profile and optimize algorithms to meet real-time performance constraints. * Write clean, maintainable, production-quality code ...
Business Data Analyst
Plano, TX · On-site
$42/hr
Minimum of 3 years of hands-on experience in data analysis, working with real-world data in a business environment. * Proven proficiency in Power BI and Tableau for developing interactive dashboards ...
Quick apply
Business Data Analyst
Plano, TX · On-site
$42/hr
Minimum of 3 years of hands-on experience in data analysis, working with real-world data in a business environment. * Proven proficiency in Power BI and Tableau for developing interactive dashboards ...
Delivery Lead
Dallas, TX · Remote
$110K - $140K/yr
About HumanSignal Real-world data is the competitive edge in AI. HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we ...
Quick apply
Delivery Lead
Dallas, TX · Remote
$110K - $140K/yr
About HumanSignal Real-world data is the competitive edge in AI. HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we ...
High Volume (TOFU) Recruiter
Austin, TX · On-site +1
$55K - $100K/yr
About HumanSignal Real-world data is the competitive edge in AI. HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we ...
Quick apply
High Volume (TOFU) Recruiter
Austin, TX · On-site +1
$55K - $100K/yr
About HumanSignal Real-world data is the competitive edge in AI. HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we ...
Delivery Lead
Austin, TX · Remote
$110K - $140K/yr
About HumanSignal Real-world data is the competitive edge in AI. HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we ...
Quick apply
Delivery Lead
Austin, TX · Remote
$110K - $140K/yr
About HumanSignal Real-world data is the competitive edge in AI. HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we ...
High Volume (TOFU) Recruiter
Dallas, TX · On-site +1
$55K - $100K/yr
About HumanSignal Real-world data is the competitive edge in AI. HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we ...
Quick apply
High Volume (TOFU) Recruiter
Dallas, TX · On-site +1
$55K - $100K/yr
About HumanSignal Real-world data is the competitive edge in AI. HumanSignal is a human data partner for companies building AI models and products. Our customers ship better AI, faster, because we ...
Data Engineering Internship (Summer 2027)
$109K - $131K/yr
This is a hands-on technical internship ideal for someone who enjoys solving real-world data challenges, especially around ingesting, scraping, and managing large datasets across the commodity ...
Data Engineering Internship (Summer 2027)
$109K - $131K/yr
This is a hands-on technical internship ideal for someone who enjoys solving real-world data challenges, especially around ingesting, scraping, and managing large datasets across the commodity ...
Associate Director, Health IT
Dallas, TX · On-site
$140K - $180K/yr
Communicate how health IT tools and real-world data can be leveraged to address gaps in diagnosis and treatment. Collaborate Across Functions * Share insights with Market Access, Medical Affairs, and ...
Associate Director, Health IT
Dallas, TX · On-site
$140K - $180K/yr
Communicate how health IT tools and real-world data can be leveraged to address gaps in diagnosis and treatment. Collaborate Across Functions * Share insights with Market Access, Medical Affairs, and ...
Sr. Software Engineer - Simulation / Support
Austin, TX · On-site
$100 - $130/hr
Every day, our robots work alongside hospital staff, generating the real-world data needed to advance the next generation of Physical AI. If you're excited about solving the hardest problems in ...
Sr. Software Engineer - Simulation / Support
Austin, TX · On-site
$100 - $130/hr
Every day, our robots work alongside hospital staff, generating the real-world data needed to advance the next generation of Physical AI. If you're excited about solving the hardest problems in ...
Unreal Systems Developer
Austin, TX · On-site
... real-world data and control systems into Unreal simulations via AirSim. • Conduct extensive testing, debugging, and optimization to ensure reliable and efficient system performance. • Mentor ...
Unreal Systems Developer
Austin, TX · On-site
... real-world data and control systems into Unreal simulations via AirSim. • Conduct extensive testing, debugging, and optimization to ensure reliable and efficient system performance. • Mentor ...
Unreal Systems Developer
Austin, TX · On-site
... real-world data and control systems into Unreal simulations via AirSim. • Conduct extensive testing, debugging, and optimization to ensure reliable and efficient system performance. • Mentor ...
Unreal Systems Developer
Austin, TX · On-site
... real-world data and control systems into Unreal simulations via AirSim. • Conduct extensive testing, debugging, and optimization to ensure reliable and efficient system performance. • Mentor ...
Identify and refine dynamic vehicle parameters using real-world data. * Profile and optimize algorithms to meet real-time performance constraints. * Write clean, maintainable, production-quality code ...
Identify and refine dynamic vehicle parameters using real-world data. * Profile and optimize algorithms to meet real-time performance constraints. * Write clean, maintainable, production-quality code ...
Sensor Rendering Engineer (NVIDIA Omniverse)
Irving, TX · On-site
$113 - $183/hr
The engineer collaborates closely with autonomy, perception, simulation, and visualization teams to ensure synthetic sensor data accurately represents real-world operating conditions and enables ...
New
Sensor Rendering Engineer (NVIDIA Omniverse)
Irving, TX · On-site
$113 - $183/hr
The engineer collaborates closely with autonomy, perception, simulation, and visualization teams to ensure synthetic sensor data accurately represents real-world operating conditions and enables ...
New
Unreal Systems Developer
Austin, TX · On-site
... real-world data and control systems into Unreal simulations via AirSim. • Conduct extensive testing, debugging, and optimization to ensure reliable and efficient system performance. • Mentor ...
Unreal Systems Developer
Austin, TX · On-site
... real-world data and control systems into Unreal simulations via AirSim. • Conduct extensive testing, debugging, and optimization to ensure reliable and efficient system performance. • Mentor ...
Data Analysis Tutor
Arlington, TX · Remote
$18 - $40/hr
Familiar with data analysis curricula and common challenges such as handling messy real-world data, choosing appropriate visualization types, and translating data findings into business ...
Data Analysis Tutor
Arlington, TX · Remote
$18 - $40/hr
Familiar with data analysis curricula and common challenges such as handling messy real-world data, choosing appropriate visualization types, and translating data findings into business ...
Data Analysis Tutor
Carrollton, TX · Remote
$18 - $40/hr
Familiar with data analysis curricula and common challenges such as handling messy real-world data, choosing appropriate visualization types, and translating data findings into business ...
Data Analysis Tutor
Carrollton, TX · Remote
$18 - $40/hr
Familiar with data analysis curricula and common challenges such as handling messy real-world data, choosing appropriate visualization types, and translating data findings into business ...
Real World Data information
What is a real world data?
A Real World Data (RWD) job involves collecting, analyzing, and interpreting healthcare data generated outside of traditional clinical trials, such as electronic health records, claims data, patient registries, and wearable device data. Professionals in this field work to generate insights that can support drug development, regulatory decisions, and healthcare policy. These roles require expertise in data management, biostatistics, epidemiology, or health informatics. RWD jobs are critical for understanding real-world patient outcomes and improving healthcare interventions.
What does a typical workday look like for someone in a real world data position?
In a Real World Data role, your typical day might include accessing and preparing large healthcare datasets, performing statistical analyses, and collaborating with clinical, regulatory, and data science colleagues. You may also spend time developing reports or visualizations to communicate findings to stakeholders, as well as ensuring data quality and compliance with privacy standards. Teamwork is vital, as projects often involve close collaboration with cross-functional teams in research, product development, or regulatory affairs. The work can be both independent and highly collaborative, offering a dynamic and engaging environment for those who enjoy tackling complex challenges.
What are the key skills and qualifications needed to thrive in the real world data position, and why are they important?
To thrive in a Real World Data role, you need expertise in data analysis, statistics, and a background in healthcare, epidemiology, or life sciences. Familiarity with data management tools like SQL, SAS, R, or Python, as well as knowledge of regulatory guidelines such as HIPAA or GDPR, is typically required. Strong attention to detail, critical thinking, and effective communication are essential soft skills that distinguish top candidates. These competencies are crucial for accurately interpreting complex health data, ensuring compliance, and effectively collaborating with multidisciplinary teams to generate actionable insights.
What are popular job titles related to Real World Data jobs in Texas?
For Real World Data jobs in Texas, the most frequently searched job titles are:
What job categories do people searching Real World Data jobs in Texas look for?
The top searched job categories for Real World Data jobs in Texas are:
What cities in Texas are hiring for Real World Data jobs?
Cities in Texas with the most Real World Data job openings:

Principal Scientist, Oncology Data Science (Translational Science)
Heidelberg, TX • On-site
Full-time
Medical, Retirement, PTO
Posted 17 days ago
GlaxoSmithKline rating
8.9
Based on 19 frontline employees who took The Breakroom Quiz
9th of 86 rated pharmaceutical
Job description
Business Introduction
At GSK, we have bold ambitions for patients, aiming to positively impact the health of 2.5 billion people by the end of the decade. Our R&D focuses on discovering and delivering vaccines and medicines, combining our understanding of the immune system with cutting-edge technology to transform people's lives. GSK fosters a culture ambitious for patients, accountable for impact, and committed to doing the right thing, making sure that we focus our efforts on accelerating significant assets that meet patients' needs and have the highest probability of success. We're uniting science, technology, and talent to get ahead of disease together.
Find out more:
Our approach to R&D
For candidates seeking to be located at our Stevenage site, this role will temporarily be based at Stevenage. However, the Company plans to relocate its offices to Cambridge, UK. The location of this role will therefore subsequently change to Cambridge, UK in accordance with timelines to be set by the Company. The relocation is currently proposed to take effect by early 2029.
Position Summary
The GSK Oncology Data Science team in R&D Translational Science is seeking a Translational AI scientist to build ML applications for a long-sought-after problem: if we alter a patient tumor's molecular state in silico, can we predict how their clinical trajectory will change? To tackle this problem, you will integrate and validate multimodal foundation models; bridge functional genomics, spatial omics, and real-world data; and apply cutting edge causal inference techniques.
We operate with high velocity at the intersection of machine learning, causal inference, functional genomics, spatial biology, and real-world clinical data; your expertise, execution, technical leadership and communication will drive our efforts to bring the right therapies to the right patients.
Responsibilities
This role will provide YOU the opportunity to lead key activities to progress YOUR career. These responsibilities include some of the following:
Own the pipeline and develop advanced ML architectures to integrate complex multimodal datasets, including single-cell, spatial omics, histopathology, functional genomics, and real-world clinical data.
Partner closely with wet-lab scientists, clinicians, and pathologists to validate machine learning models, including in-silico perturbations within the tumor microenvironment against ground-truth data (counterfactual validation).
Develop approaches to extract interpretable features from models to generate testable oncological hypotheses and link insights to clinical pipeline decisions such as asset prioritization and patient subpopulation selection.
Contribute clean, reproducible tooling to cross-team frameworks. We enforce good engineering practices in our research-utilizing code architecture planning, clean code and automated testing to build trustworthy, reusable code.
Maintain cutting edge knowledge of advancements, share with the team and maintain our team as a thought leader through publications in high-impact venues and engaging with the broader community.
Why You?
Basic Qualification
We are seeking professionals with the following required skills and qualifications to help us achieve our goals:
PhD (or equivalent experience) in a quantitative field (Applied ML, Computer Science, Physics, Systems/Computational Biology, or equivalent) with 1+ years of industry or productive post-doctoral academic experience.
Experience with deeply embedded in cancer / computational biology, with a strong understanding of tumor microenvironment dynamics and high dimensional datasets.
Experience with analytical and modelling skills, including expertise in statistical and machine learning approaches.
Experience with the analysis of single cell omics data.
Experience in one or more of the following: statistical modelling of functional genomics screening datasets (e.g., bulk CRISPR screens, Perturb-seq) or spatial omics.
Experience in Python and deep learning frameworks (PyTorch) for data processing and machine learning model development, with a strong grasp of software engineering fundamentals (e.g., version control, modular design, CI/CD).
Preferred Qualification
If you have the following characteristics, it would be a plus:
Experience with multi-modal integration, including spatial transcriptomics/proteomics, histopathology, and single cell omics data.
Experience working with longitudinal clinical health record trajectory data.
Familiarity with R for specialized statistical modelling.
Experience with causal inference and individual treatment effect modelling.
Experience with AI agent-driven workflows and coding tools.
Experience with generative deep learning approaches, including flow matching, diffusion and causal transformer models.
Excellent written and oral communication skills, with a proven ability to present complex computational concepts to technical and non-technical stakeholders.
Work model: This role is hybrid. You will balance on-site collaboration with focused remote work.
#GSK-LI
Skills
Applied Statistics, Data Analysis, Data Engineering, Data Science, Datasets, Drug Development, Drug Discovery Process, Drug Target Identification, Genetic Analysis, Genomic Analysis, Machine Learning (ML), Software Engineering If you are based in Cambridge, MA; Waltham, MA; Rockville, MD; or San Francisco, CA, the annual base salary for new hires in this position ranges $121,275 to $202,125. The US salary ranges take into account a number of factors including work location within the US market, the candidate's skills, experience, education level and the market rate for the role. In addition, this position offers an annual bonus and eligibility to participate in our share based long term incentive program which is dependent on the level of the role. Available benefits include health care and other insurance benefits (for employee and family), retirement benefits, paid holidays, vacation, and paid caregiver/parental and medical leave. If salary ranges are not displayed in the job posting for a specific country, the relevant compensation will be discussed during the recruitment process.Germany Salary Range / Gehaltsbandbreiten Deutschland: EUR 74,250 to EUR 123,750For positions covered by collective bargaining, employment conditions and remuneration are determined by the applicable collective agreements for the chemical industry as well as internal policies. More detailed information on compensation will be provided during the recruitment process. Depending on the role and internal policies, the position may also be eligible for a bonus (if applicable and based on defined, non-discretionary criteria) and/or awards for exceptional performance (granted at the employer's discretion). All benefits arising from the applicable collective bargaining agreement, such as holiday allowance and additional paid time off, will be provided in full, in accordance with that agreement and German law. Other benefits may also be offered, which may include health & wellbeing benefits, pension plan and paid parental leave & care of family member leave.Please visit GSK US Benefits Summary to learn more about the comprehensive benefits program GSK offers US employees.
Why GSK?
Uniting science, technology and talent to get ahead of disease together.
GSK is a global biopharma company with a purpose to unite science, technology and talent to get ahead of disease together. We aim to positively impact the health of 2.5 billion people by the end of the decade, as a successful, growing company where people can thrive. We get ahead of disease by preventing and treating it with innovation in specialty medicines and vaccines. We focus on four therapeutic areas: respiratory, immunology and inflammation; oncology; HIV; and infectious diseases - to impact health at scale.
People and patients around the world count on the medicines and vaccines we make, so we're committed to creating an environment where our people can thrive and focus on what matters most. Our culture of being ambitious for patients, accountable for impact and doing the right thing is the foundation for how, together, we deliver for patients, shareholders and our people.
If you require an accommodation or other assistance to apply for a job at GSK, please contact the appropriate Recruitment Staff by emailing us at -usrecruitment.adjustments@gsk.com
GSK is an Equal Opportunity Employer. This ensures that all qualified applicants will receive equal consideration for employment without regard to race, color, religion, sex (including pregnancy, gender identity, and sexual orientation), parental status, national origin, age, disability, genetic information (including family medical history), military service or any basis prohibited under federal, state or local law.
Important notice to Employment businesses/ Agencies
GSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK's commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site.
Please note that if you are a US Licensed Healthcare Professional or Healthcare Professional as defined by the laws of the state issuing your license, GSK may be required to capture and report expenses GSK incurs, on your behalf, in the event you are afforded an interview for employment. This capture of applicable transfers of value is necessary to ensure GSK's compliance to all federal and state US Transparency requirements. For more information, please visit the Centers for Medicare and Medicaid Services (CMS) website at https://openpaymentsdata.cms.gov/
What GlaxoSmithKline employees say
Pay
Benefits
Hours and flexibility
Workplace
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About GlaxoSmithKline
Sourced by ZipRecruiter
GlaxoSmithKline is a globally recognized pharmaceutical and healthcare company based in Philadelphia, PA, USA. Originated from a merger between Glaxo Wellcome and SmithKline Beecham in 2000, the company excels in the pharmaceutical industry and holds a leading position in making medicines, vaccines, and consumer healthcare products. GSK's mission is to improve the quality of human life by enabling people to do more, feel better, and live longer. They adhere to core values of transparency, integrity, respect for people, and patient-focus, reflecting in their endeavors to conduct research and deliver innovative healthcare solutions to patients and consumers worldwide.
Industry
Scientific research and development services
Company size
10,000+ Employees
Headquarters location
Philadelphia, PA, US