4 дня назад
Principal Developer, Oncology Data & AI Systems (AI)
117 000 - 201 250$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Developer, Oncology Data & AI Systems (AI): Building scalable, AI-ready data products and pipelines for Oncology R&D across clinical, pre-clinical, real-world, and omics platforms with an accent on data harmonization, quality, governance, and interoperability. Focus on designing cloud-based data ecosystems, integrating structured and unstructured data, and enabling advanced analytics, machine learning, and GenAI applications.
Location: Onsite in Cambridge, MA; Spring House, PA; Titusville, NJ; Raritan, NJ; or San Diego, CA. No remote option. Periodic travel of approximately 10–15% may be required.
Base pay: $117,000–$201,250 annually, plus potential performance bonus.
Company
Johnson & Johnson develops healthcare, Innovative Medicine, and MedTech solutions focused on preventing, treating, and curing complex diseases.
What you will do
- Partner with Oncology R&D and Data Science stakeholders to deliver data, AI/ML, and GenAI use cases.
- Own the architecture, development, documentation, and lifecycle management of Oncology R&D data products.
- Integrate and harmonize clinical, pre-clinical, real-world, biomarker, genomics, and other omics data.
- Design and optimize structured and unstructured data pipelines using Python, R, SQL, AWS, and related technologies.
- Implement data quality controls, automated monitoring, performance metrics, lineage, metadata, and versioning.
- Collaborate with data engineers, data scientists, knowledge graph engineers, enterprise architecture, IT, and external partners.
Requirements
- Bachelor’s degree in Computer Science, Engineering, Life Sciences, or a related field; an advanced degree is preferred.
- At least 5 years of data engineering experience, including data modeling, schema design, and database architecture.
- Strong proficiency in Python, R, and SQL for processing, transformation, and automation of large-scale datasets.
- Hands-on experience with cloud data platforms, preferably AWS services such as Redshift, FSx, Glue, and Lambda.
- Experience with relational, NoSQL/unstructured, and graph data technologies, plus production troubleshooting and data quality management.
- Willingness to work onsite at one of the listed United States locations and travel periodically for conferences and internal meetings.
Nice to have
- Healthcare data standards experience, including CDISC, HL7, FHIR, SNOMED CT, OMOP, or DICOM.
- Experience with high-dimensional data and imaging.
- Familiarity with MLOps and GenAI model deployment.
Culture & Benefits
- Inclusive work environment guided by the company’s Credo and focused on patient impact.
- Medical, dental, vision, life insurance, disability, business accident, and group legal insurance may be available.
- Retirement pension and 401(k) savings plans may be available.
- Vacation, sick time, holiday pay, and personal and family time are provided according to applicable policies.
- Annual performance bonus eligibility may apply.
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