Join us as a Senior Manager, Clinical Data Ingestion in our Cambridge, MA office. At Takeda, we are transforming the pharmaceutical industry through our R&D-driven market leadership and being a ...
Join us as a Senior Manager, Clinical Data Ingestion in our Cambridge, MA office. At Takeda, we are transforming the pharmaceutical industry through our R&D-driven market leadership and being a ...
Data Engineer, Scientific Data Ingestion
San Francisco, CA · On-site
$150K - $200K/yr
WHAT YOU WILL DO Build and own an AI-powered ingestion & normalization pipeline to import data from a wide variety of sources -- unprocessed Excel/CSV uploads, lab and instrument exports, as well as ...
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Data Engineer, Scientific Data Ingestion
San Francisco, CA · On-site
$150K - $200K/yr
WHAT YOU WILL DO Build and own an AI-powered ingestion & normalization pipeline to import data from a wide variety of sources -- unprocessed Excel/CSV uploads, lab and instrument exports, as well as ...
Data Engineer, Scientific Data Ingestion
San Francisco, CA · On-site
$150K - $200K/yr
WHAT YOU WILL DO Build and own an AI-powered ingestion & normalization pipeline to import data from a wide variety of sources - unprocessed Excel/CSV uploads, lab and instrument exports, as well as ...
Data Engineer, Scientific Data Ingestion
San Francisco, CA · On-site
$150K - $200K/yr
WHAT YOU WILL DO Build and own an AI-powered ingestion & normalization pipeline to import data from a wide variety of sources - unprocessed Excel/CSV uploads, lab and instrument exports, as well as ...
Senior Data Engineer (GCP BigQuery & Data Ingestion)
Atlanta, GA · On-site
$101K - $138K/yr
Senior Data Engineer (GCP BigQuery & Data Ingestion) Location: Atlanta, GA (3 Days Onsite) Duration: Long Term Client: Retail Job Summary We are seeking an experienced Data Engineer with strong ...
Senior Data Engineer (GCP BigQuery & Data Ingestion)
Atlanta, GA · On-site
$101K - $138K/yr
Senior Data Engineer (GCP BigQuery & Data Ingestion) Location: Atlanta, GA (3 Days Onsite) Duration: Long Term Client: Retail Job Summary We are seeking an experienced Data Engineer with strong ...
Data ingestion Expert / Data Engineer
Manhattan, NY · On-site
$126K - $151K/yr
Title -- Data ingestion Expert / Data Engineer PYTHON - must be good in python Good in SQL Prior experience in a large variety of alternative data sets Must have financial services What is ...
Data ingestion Expert / Data Engineer
Manhattan, NY · On-site
$126K - $151K/yr
Title -- Data ingestion Expert / Data Engineer PYTHON - must be good in python Good in SQL Prior experience in a large variety of alternative data sets Must have financial services What is ...
They are seeking a Data Ingestion Engineer to build and operate ingestion systems that convert large-scale data sources into structured corpora for training AI models. Responsibilities : • Build ...
They are seeking a Data Ingestion Engineer to build and operate ingestion systems that convert large-scale data sources into structured corpora for training AI models. Responsibilities : • Build ...
As Data Ingestion Lead, you'll provide front-line leadership of the team that builds this layer, spanning all three of its pillars web crawl , data ingestion pipelines , and data lakes . You'll build ...
As Data Ingestion Lead, you'll provide front-line leadership of the team that builds this layer, spanning all three of its pillars web crawl , data ingestion pipelines , and data lakes . You'll build ...
The Data Ingestion & AI Pipeline Principal Engineer is responsible for designing and leading the engineering of scalable ingestion pipelines that prepare enterprise data for RAG and AI workloads.
The Data Ingestion & AI Pipeline Principal Engineer is responsible for designing and leading the engineering of scalable ingestion pipelines that prepare enterprise data for RAG and AI workloads.
As a member of the Data Team, your mission is to build and operate the ingestion systems that turn the open web and other large-scale data sources into reliable, well-structured corpora for training ...
As a member of the Data Team, your mission is to build and operate the ingestion systems that turn the open web and other large-scale data sources into reliable, well-structured corpora for training ...
The Data Ingestion & AI Pipeline Principal Engineer is responsible for designing and leading the engineering of scalable ingestion pipelines that prepare enterprise data for RAG and AI workloads.
The Data Ingestion & AI Pipeline Principal Engineer is responsible for designing and leading the engineering of scalable ingestion pipelines that prepare enterprise data for RAG and AI workloads.
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Senior/Staff/Principal Backend Engineer, Platform & Data Ingestion
New York, NY · On-site
$137K - $189K/yr
Senior/Staff/Principal Backend Engineer, Platform & Data Ingestion Scale Clinical Platforms. Harness Unstructured Data. Advance Oncology Care. You will report directly to the Senior Director of ...
Senior/Staff/Principal Backend Engineer, Platform & Data Ingestion
New York, NY · On-site
$137K - $189K/yr
Senior/Staff/Principal Backend Engineer, Platform & Data Ingestion Scale Clinical Platforms. Harness Unstructured Data. Advance Oncology Care. You will report directly to the Senior Director of ...
Manager, Ingestion, IQVIA Digital (Remote)
Wayne, PA · On-site +1
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Manager, Ingestion, IQVIA Digital (Remote)
Wayne, PA · On-site +1
Learn more at www.iqviadigital.com The Data Management team is responsible for developing ... The Manager, Ingestion is responsible for operational ownership of all POCN, CMS, and other ...
Senior/Staff/Principal Backend Engineer, Platform & Data Ingestion Scale Clinical Platforms. Harness Unstructured Data. Advance Oncology Care. You will report directly to the Senior Director of ...
Senior/Staff/Principal Backend Engineer, Platform & Data Ingestion Scale Clinical Platforms. Harness Unstructured Data. Advance Oncology Care. You will report directly to the Senior Director of ...
Data Engineer
Dallas, TX · On-site
$113K - $136K/yr
The architect will be responsible for defining scalable data models, designing ingestion and validation frameworks, implementing data governance standards, and enabling reliable, high-volume data ...
Data Engineer
Dallas, TX · On-site
$113K - $136K/yr
The architect will be responsible for defining scalable data models, designing ingestion and validation frameworks, implementing data governance standards, and enabling reliable, high-volume data ...
DATA ENGINEER
Washington, DC · On-site
$129K - $155K/yr
This role focuses on data ingestion, transformation, and validation for retail and ecommerce datasets. You will collaborate with analytics teams to support reporting needs. Ideal for early-career ...
DATA ENGINEER
Washington, DC · On-site
$129K - $155K/yr
This role focuses on data ingestion, transformation, and validation for retail and ecommerce datasets. You will collaborate with analytics teams to support reporting needs. Ideal for early-career ...
DATA ENGINEER
Washington, DC · On-site
$129K - $155K/yr
This role focuses on data ingestion, transformation, and validation for retail and ecommerce datasets. You will collaborate with analytics teams to support reporting needs. Ideal for early-career ...
DATA ENGINEER
Washington, DC · On-site
$129K - $155K/yr
This role focuses on data ingestion, transformation, and validation for retail and ecommerce datasets. You will collaborate with analytics teams to support reporting needs. Ideal for early-career ...
Data Ingestion information
See salary details
$24.5K - $38K
7% of jobs
$38K - $51.5K
3% of jobs
$51.5K - $65K
1% of jobs
$65K - $78.5K
1% of jobs
$78.5K - $92K
3% of jobs
$101.8K is the 25th percentile. Wages below this are outliers.
$92K - $105.5K
13% of jobs
$105.5K - $119K
9% of jobs
$119K - $132.5K
6% of jobs
The median wage is $138.7K / yr.
$132.5K - $146K
13% of jobs
$157.6K is the 75th percentile. Wages above this are outliers.
$146K - $159.5K
21% of jobs
$159.5K - $173K
22% of jobs
$24.5K
$126.1K
$173K
How much do data ingestion jobs pay per year?
What is a data ingestion job?
What are some common challenges faced in a data ingestion role, and how can they be addressed?
What is data ingestion?
What is the highest paying job in data?
What is the difference between Data Ingestion vs Data Analyst?
| Aspect | Data Ingestion | Data Analyst |
|---|---|---|
| Required Credentials | Knowledge of ETL tools, SQL, basic scripting | Degree in statistics, data science, or related field; SQL, Excel, visualization skills |
| Work Environment | Data engineering teams, IT departments, cloud platforms | Business units, analytics teams, reporting environments |
| Industry Usage | Data pipelines, data warehouses, big data platforms | Data interpretation, reporting, decision support |
Data ingestion involves collecting and importing data into storage systems, focusing on data pipelines and infrastructure. Data analysts interpret and analyze this data to generate insights. While data ingestion prepares data for analysis, data analysts focus on understanding and communicating data findings. Both roles are essential in data-driven organizations but serve different functions within the data lifecycle.
What are the key skills and qualifications needed to thrive as a Data Ingestion Specialist, and why are they important?
Is data ingestion the same as ETL?
What skills are needed for data ingestion?

Full-time
Dental, Vision, Life, Retirement, PTO
Posted 14 days ago
Job description
By clicking the "Apply" button, I understand that my employment application process with Takeda will commence and that the information I provide in my application will be processed in line with Takeda's Privacy Notice and Terms of Use. I further attest that all information I submit in my employment application is true to the best of my knowledge.
Job DescriptionAre you looking for a patient-focused, innovation-driven company that will inspire you and empower you to shine? Join us as a Senior Manager, Clinical Data Ingestion in our Cambridge, MA office.
At Takeda, we are transforming the pharmaceutical industry through our R&D-driven market leadership and being a values-led company. To do this, we empower our people to realize their potential through life-changing work. Certified as a Global Top Employer, we offer stimulating careers, encourage innovation, and strive for excellence in everything we do. We foster an inclusive, collaborative workplace, in which our global teams are united by an unwavering commitment to deliver Better Health and a Brighter Future to people around the world.
Here, you will be a vital contributor to our inspiring, bold mission.
OBJECTIVES:
The Senior Manager, Clinical Data Ingestion is responsible foringesting, validating, and operationalizing clinical data feedsinto clinical data review platforms (e.g.,Veeva CDB,Elluminate,JReview) to enable efficient, high-quality clinical data review. This role focuses on strong ingestion principles, building and scalingreusable ingestion frameworks, and establishingmonitoring and controlsfor vendor transfers and enterprise sources (e.g.,EDC,CTMS) as well as managingdownstream exportsto enable analytics and programming teams.
ACCOUNTABILITIES:
Ingest clinical data fromEDC/CTMS and vendors(e.g., labs, eCOA, imaging, safety) intoVeeva CDB/Elluminate/JReviewper specifications and refresh cadence.
Execute and support file/API loads, includingmapping, transformations, referential integrity, and controlled reprocessing.
Apply ingestion best practices:standardization, automated QC/validation, reconciliation, auditability/lineage, and incremental loads.
Build and maintain areusable ingestion frameworkand standards (templates, metadata-driven mappings, reusable QC rules, runbooks) to accelerate onboarding and improve consistency.
Operate transfer monitoring and ingestion operations:expected vs received, timeliness/completeness checks, alerting/escalation, scheduling/re-runs, defect triage, and KPI/SLA tracking.
Ensure datasets arereview-readyand managedownstream exportsto internal consumers with clear data contracts and refresh expectations.
Partner with vendors and stakeholders to define/maintaintransfer specs and acceptance criteria; provide SME troubleshooting and document fixes for repeatable operations.
Follow controlled documentation and change practices for regulated clinical processes, maintainingvalidation/traceability evidenceand audit-ready records as required.
EDUCATION, BEHAVIORAL COMPETENCIES AND SKILLS:
Education:
BS/BA (or equivalent) plus 7+ years in data ingestion/integration. ETL/ELT operations, or clinical data pipeline support, ideally supporting clinical data review and recurring study/vendor transfers.
Technical Competencies
Preferred platform exposure: Experience ingesting data into Veeva CDB, Elluminate, and/or JReview (or comparable clinical data review systems).
Clinical data ingestion principles:Strong understanding of end-to-end ingestion concepts includingdata contracts/specifications, refresh cadence, incremental vs full loads, controlled reprocessing, reconciliation, and traceable lineage.
Data quality & review readiness:Ability to design/executeautomated QC/validation checks, completeness/timeliness verification, and reconciliation routines to ensure datasets arereview-ready.
Data formats & interfaces:Hands-on experience withCSV, JSON, XMLandfile-based and/or API-basedintegrations; familiarity with secure transfer patterns (e.g., SFTP/managed file transfer concepts).
Querying & scripting:StrongSQLskills; working proficiency inPython(preferred) or similar scripting to automate ingestion, QC, parsing, and operational tasks.
Frameworks & reusability:Demonstrated ability to build or extendreusable ingestion components(metadata-driven mappings, templates, reusable QC rules, standard runbooks).
Monitoring & operations:Experience building/using monitoring for transfers and pipelines (e.g.,expected vs received, timeliness/completeness checks, alerting, incident triage, reruns, KPI/SLA reporting).
Domain / Business Competencies
Source system familiarity:Working knowledge of common clinical sources such asEDC, CTMS, and vendor domains (e.g., labs, eCOA/ePRO, imaging, safety) and how those feeds typically arrive and change over time.
Downstream enablement:Understanding of downstream consumption needs (data review workflows, exports to CDM/analytics/programming) and ability to support stable, well-documented exports.
Compliance & Documentation
Controlled processes mindset:Strong documentation discipline (specs, mappings, runbooks, issue logs) and comfort operating incontrolled/regulatedenvironments.
Preferred:Exposure toGxP/CSV expectations, change control, and maintaining audit-ready operational evidence (as applicable to the organization/process).
Working Style:
Strong cross-functional communication and stakeholder management (vendors, CDM, data review, IT, analytics/programming.
Detail-oriented, highly organized, Strong collaboration and communication; organized, self-directed, proactive problem-solver and able to manage recurring operational workloads while driving issues to closure and preventing recurrence
This position is currently classified as " remote" in accordance with Takeda's Hybrid and Remote Work policy.
Empowering Our People to Shine
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Takeda Compensation and Benefits Summary
We understand compensation is an important factor as you consider the next step in your career. We are committed to equitable pay for all employees, and we strive to be more transparent with our pay practices.
For Location:
USA - MA - VirtualU.S. Base Salary Range:
$137,000.00 - $215,270.00
The estimated salary range reflects an anticipated range for this position. The actual base salary offered may depend on a variety of factors, including the qualifications of the individual applicant for the position, years of relevant experience, specific and unique skills, level of education attained, certifications or other professional licenses held, and the location in which the applicant lives and/or from which they will be performing the job.The actual base salary offered will be in accordance with state or local minimum wage requirements for the job location.
U.S. based employees may be eligible for short-term and/ or long-term incentives. U.S. based employees may be eligible to participate in medical, dental, vision insurance, a 401(k) plan and company match, short-term and long-term disability coverage, basic life insurance, a tuition reimbursement program, paid volunteer time off, company holidays, and well-being benefits, among others. U.S. based employees are also eligible to receive, per calendar year, up to 80 hours of sick time, and new hires are eligible to accrue up to 120 hours of paid vacation.
EEO Statement
Takeda is proud in its commitment to creating a diverse workforce and providing equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, gender expression, parental status, national origin, age, disability, citizenship status, genetic information or characteristics, marital status, status as a Vietnam era veteran, special disabled veteran, or other protected veteran in accordance with applicable federal, state and local laws, and any other characteristic protected by law.
LocationsUSA - MA - VirtualWorker TypeEmployeeWorker Sub-TypeRegularTime TypeFull timeJob Exempt
YesIt is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.