Johnson & Johnson

Principal Engineer, AI/Software Support, Pooled Screening Core, Cell & Genetic Medicines

Johnson & Johnson • $117K — $201K *
Pharmaceuticals & Biotech
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in a technical field with industry experience; advanced degree preferred.
  • Extensive experience in creating complex software systems for scientific or data-intensive environments.
  • Proven experience integrating AI/ML models into production-quality software.
  • Familiarity with Amazon Web Services (AWS) and data management best practices.
  • Strong systems thinking to translate scientific workflows into scalable solutions.
  • Excellent communication and relationship management skills across organizations.
  • Ability to collaborate in multidisciplinary teams with occasional travel.

Responsibilities

  • Serve as the technical expert for high-throughput screening in cell therapy.
  • Define and implement scalable software architecture for laboratory operations.
  • Build applications, APIs, and data pipelines to support cell therapy discovery.
  • Develop AI-enabled capabilities that provide scientific and operational value.
  • Identify and prioritize AI/software solutions to enhance productivity and efficiency.
  • Translate intricate scientific processes into maintainable digital solutions.
  • Organize screening data to improve planning, data quality, and knowledge capture.
  • Establish engineering best practices for software development and maintenance.
  • Foster partnerships across departments to align technical and project goals.

Benefits

  • Eligible to participate in a retirement plan and 401(k).
  • 120 hours of vacation per year, with additional sick leave based on location.
  • 13 days of holiday pay, including floating holidays.
  • Up to 40 hours of work, personal and family time per year.
  • Parental leave of 480 hours for new parents.
  • 240 hours of bereavement leave for immediate family members.
  • Volunteer leave of 32 hours per year.
Full Job Description
Job Function:
Discovery & Pre-Clinical/Clinical Development

Job Sub Function:
Biotherapeutics R&D

Job Category:
Scientific/Technology

All Job Posting Locations:
Remote (US), Spring House, Pennsylvania, United States of America

Job Description:

We are searching for the best talent for Principal Engineer, AI/Software Support, Pooled Screening Core, Cell & Genetic Medicines to be remote in the US.

Purpose: Johnson & Johnson Innovative Medicine is seeking a Principal Engineer to serve as a senior, hands-on technical leader within the CAR Screening & Lead Selection team (CSLS). This individual will design, build, and scale the software, data, and AI capabilities that support complex, high-throughput cell therapy discovery across pooled and arrayed screening workflows. The Principal Engineer will partner with scientists, automation engineers, computational scientists, and technology teams to connect experimental design, laboratory execution, data capture, analysis, visualization, and decision-making through scalable digital workflows. The successful candidate will move fluidly between technical strategy and implementation, establish robust software architecture and engineering practices, and directly deliver production-quality applications, APIs, data pipelines, computational tools, and AI-enabled solutions. The role is remote-eligible within the United States and requires approximately 10-15% travel to company sites, including Spring House, Pennsylvania, La Jolla, California, and Cambridge, Massachusetts.

You will be responsible for:
  • Serve as the senior software and AI technical expert for Cell & Genetic Medicines high-throughput screening capabilities, both pooled and arrayed.
  • Define and implement scalable architecture connecting laboratory automation, analytical instruments, enterprise systems, scientific data, and user workflows.
  • Build reliable applications, APIs, data pipelines, computational tools, and user-facing visualization solutions for cell therapy discovery.
  • Develop and deploy AI-enabled capabilities, including machine learning, generative AI, retrieval-augmented generation, and agentic workflows, where they provide clear scientific or operational value.
  • Proactively identify and prioritize opportunities to apply AI or software solutions that improve organizational effectiveness, scientific productivity, operational efficiency, and decision-making.
  • Translate complex experimental processes and scientific questions into intuitive, maintainable, and reproducible digital solutions.
  • Help organize and contextualize screening data, construct information, assay metadata, and analytical outputs to improve experimental planning, data quality, hit identification, candidate ranking, and knowledge capture.
  • Establish engineering best practices for architecture, development, testing, documentation, version control, deployment, observability, security, and lifecycle management.
  • Build trusted cross-functional and cross-departmental partnerships across Discovery Research, IT, Business Technology, and other groups; align stakeholders, clarify expectations, and communicate decisions, risks, tradeoffs, and progress constructively.
  • Influence technical direction without direct authority and mentor scientists and engineers in software engineering, data architecture, and the responsible use of AI.


Qualifications/Requirements:

Required
  • Bachelor's degree in computer science, software engineering, data science, computational biology, bioinformatics, engineering, or a related technical field, with significant relevant industry experience; an advanced degree is preferred.
  • Extensive experience designing and delivering complex software systems in scientific, engineering, biotechnology, pharmaceutical, or similarly data-intensive environments.
  • Demonstrated experience integrating AI/ML or generative AI models into usable, production-quality software systems.
  • Experience using Amazon Web Services (AWS), including provisioning and managing compute instances and working with Amazon S3 buckets for secure data storage, access, and transfer.
  • Strong systems thinking and the ability to rapidly understand scientific workflows and translate user needs into scalable technical solutions.
  • Excellent communication, stakeholder management, and relationship-building skills, including the ability to manage both projects and expectations across organizational boundaries.
  • Ability to work effectively in highly collaborative, multidisciplinary teams and travel approximately 10-15% annually.

Preferred
  • Experience supporting drug discovery, cell therapy, functional genomics, high-throughput screening, or laboratory automation.
  • Experience integrating robotic systems, analytical instruments, and automated data-generation platforms with software and informatics infrastructure.
  • Familiarity with high-dimensional biological datasets, FAIR data principles, scientific metadata standards, data governance, and regulated or highly controlled technology environments.
  • Experience developing scientific applications, visualization tools, knowledge systems, workflow orchestration, or AI agents.
  • Hands-on experience with electronic laboratory notebook (ELN) software, especially Benchling, including integrating ELN workflows with scientific data platforms, laboratory systems, or automation.
  • Experience embedded in laboratory-facing organizations and partnering directly with experimental scientists.


What Success Looks Like

Success means creating a connected, data-driven screening environment in which scientists spend less time moving and reconciling data, experiments are easier to design and reproduce, and software and AI capabilities help teams extract insights from large screening campaigns and select stronger therapeutic candidates. The Principal Engineer will provide the technical and collaborative foundation needed to scale pooled and arrayed screening, integrate emerging technologies, and make screening data an accessible organizational asset.

#LI-Remote

Required Skills:

Preferred Skills:

The anticipated base pay range for this position is :
$117,000.00 - $201,250.00

Additional Description for Pay Transparency:
Subject to the terms of their respective plans, employees are eligible to participate in the Company's consolidated retirement plan (pension) and savings plan (401(k)).

This position is eligible to participate in the Company's long-term incentive program.

Subject to the terms of their respective policies and date of hire, employees are eligible for the following time off benefits:

Vacation -120 hours per calendar year

Sick time - 40 hours per calendar year; for employees who reside in the State of Colorado -48 hours per calendar year; for employees who reside in the State of Washington -56 hours per calendar year

Holiday pay, including Floating Holidays -13 days per calendar year

Work, Personal and Family Time - up to 40 hours per calendar year

Parental Leave - 480 hours within one year of the birth/adoption/foster care of a child

Bereavement Leave - 240 hours for an immediate family member: 40 hours for an extended family member per calendar year

Caregiver Leave - 80 hours in a 52-week rolling period10 days

Volunteer Leave - 32 hours per calendar year

Military Spouse Time-Off - 80 hours per calendar year

For additional general information on Company benefits, please go to: - https://www.careers.jnj.com/employee-benefits

About Johnson & Johnson

Scio Diamond creates single-crystal Type IIa diamonds for the jewelry market and for industrial applications. It employs a patent-protected chemical vapor deposition (CVD) process in a precisely controlled laboratory setting to produce diamonds. It was founded in 2009 and is headquartered in Greenville, South Carolina.

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Learn more about Johnson & Johnson
Size
141,700 employees
Market Cap
$462.7 billion
Industry
Net Income
$14.7 billion
Founded
1886
5 Year Trend
+5.5%
Revenue
$82.5 billion
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