Senior Data Scientist (Bioinformatics)
Company: Exagen Inc.
Location: Carlsbad
Posted on: May 4, 2025
Job Description:
OverviewExagen is a patient-focused and discovery-driven life
sciences company dedicated to transforming the care continuum for
patients suffering from debilitating and chronic autoimmune
diseases. Our goal is to enable rheumatologists to improve care for
patients through the differential diagnosis, prognosis, and
monitoring of complex autoimmune and autoimmune-related diseases,
including lupus and rheumatoid arthritis. By leveraging our
proprietary Cell-Bound Complement Activation Products, or CB-CAPs,
technology, we help get to the real cause of a patient's symptoms
and guide their journey to improved health.About the Opportunity:In
this role, the Senior Data Scientist, Bioinformatics will
collaborate with a small, dynamic cross-functional team, including
data scientists, business development, and wet-laboratory proteomic
scientists on the development of diagnostics. The position involves
conducting bioinformatics analyses of clinical studies, laboratory
data, and product development efforts. The candidate will perform
in silico work to enable the creation of novel blood-based and
urine-based biomarkers for assessing organ damage and other aspects
of disease progression caused by rheumatologic diseases.
Responsibilities include data mining, developing machine learning
models for biomarker discovery and disease classification,
designing and performing analyses on large clinical datasets, and
integrating external data from academic collaborators and
third-party platforms. The role requires a high level of
creativity, technical expertise, and collaboration across multiple
disciplines.Location note: This is a hybrid role and requires
on-site work at our Carlsbad office. Candidates must live within
commuting distance.ResponsibilitiesNote: Other duties may be
assigned.
- Plan, execute, and continuously evaluate data-driven projects
aligned with business objectives
- Develop and validate machine learning models for biomarker
discovery, disease prediction, and classification in rheumatologic
diseases.
- Analyze datasets for urine-based biomarkers and their
applications in disease diagnosis and management.
- Develops solutions that leverage machine learning techniques to
address business requirements, extract actionable insights, and
guide decision-making processes.
- Responsible for producing presentations and reports to
communicate analysis summaries to the bioinformatics team and other
cross-functional stakeholders
- Advises departmental managers on opportunities and gaps in
current capabilities for data insights
- Work with large datasets of clinical studies to design,
develop, and perform analysis for internal and external uses.
- Conduct data analyses for experiments and projects, including
clinical studies in the planning stage.
- Integrate datasets from external sources, including academic
collaborators and third-party platforms.
- Collaborate with other scientific staff members within and
outside the R&D group, including academic collaborators,
external consultants, and scientists.
- Maintain accurate and complete records.
- Comply with all company SOPs and safety standards.
- Contribute to scientific publications in peer-reviewed journals
and present at conferences in collaboration with academic
collaborators.
- Maintain confidentiality of customer and patient
information.QualificationsMinimum Qualifications:
- M.S. or Ph.D. degree in Bioinformatics, Biostatistics, or
related fields with programming experience.
- A minimum of 2 years of industry or postdoctoral
experience.
- Experience analyzing data using common descriptive statistics
and developing machine learning classifiers.
- Proficiency in programming language (e.g., Python or R) for
data processing, analytics, statistical analysis, and machine
learning
- Strong technical and theoretical background in data structures,
analysis methods, and experimental design.
- Experience developing and applying machine learning algorithms
to clinical and laboratory datasets, including biomarker
discovery.
- Demonstrated ability to work independently, prioritize multiple
projects, and problem solve under tight deadlines
- Proficiency at searching and assimilating current
medical/proteomic literature.
- Able to work independently and as a part of an
interdisciplinary research group.
- Proficient in Database (SQL Server, MySQL) and Server (Windows,
Linux) Management.
- Good planning and basic project management skills.
- Ability to present data and plans to technical or non-technical
audiences.
- Strong communication skills.Preferred Qualifications:
- Proficiency with version control systems and either R or SciPy
preferred.
- Experience working with proteomic and RNA expression
databases.
- Proficiency in writing code in R, Python, SQL and other
database-friendly programming languages.Salary range: $120,000 -
$160,000
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Keywords: Exagen Inc., Yucaipa , Senior Data Scientist (Bioinformatics), Other , Carlsbad, California
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