*Need 9 to 10 years or More Exp Required*
*Title - Senior Data Scientist - NLP*
*Location - Foster City, CA {Remote for now}*
*Duration - 12+ Months *
*Note: client is a Pharma company, pharma exp will be a plus but not
mandatory*
*Job Description*
The Gilead Data Science team within Pharmaceutical Development and
Manufacturing (PDM) is
seeking a senior data scientist with experience in the development,
implementation, evaluation,
and operationalization of Natural Language Processing (NLP) technology in
the areas of
semantic search, topic modeling, text classification, and other machine
learning applications. In
addition to experience with NLP, understanding and competency with common
Python machine
learning frameworks, query skills with SQL, and understanding of the AWS
platform and big
data technologies is highly desirable. Advanced knowledge of Python ML
design patterns and
algorithms will be necessary.
The senior data scientist will interact with various technical roles in the
data science team
including architects, data engineers, data analysts, and product managers
to scope, develop,
and operationalize AI-driven applications by providing expertise in model
development and
operationalization. The senior data scientist will also interact directly
with internal business
customers in an advisory role.
Responsibilities
· Research and develop NLP algorithms to address a variety of text
analytics needs as
part of an analysis
· Query data from a variety of systems including file storage (S3) and
SQL-based systems
to develop operational NLP pipelines
· Operationalize NLP algorithms in both search and classification context
within custom
applications and frameworks
· Customize and develop NLP solutions using off-the-shelf systems from
platform vendors
· Interact with other members of the data science team in a
cross-functional way to realize
operational solutions
· Interact directly with internal business stakeholders to gather
requirements and develop
solutions
Education Requirements
· Minimum Bachelor’s degree with 5 years of experience or Masters/PhD with
2 years of
experience in data science at large biotech or technology companies.
· Degree in engineering or technology areas including but not limited to
data science,
software engineering, biomedical engineering, chemical engineering,
mechanical
engineering, or similar.
Technical Skill Requirements
· Operationalization of natural language processing (NLP) algorithms at
scale
· Understanding of NLP model evaluation and implementation
· Python, SQL
· Sklearn, PyTorch, NLTK, Gensim or other NLP packages
· Cloud DevOps on AWS related to data science operations (preferred)
Project Skill Requirements
· Translating customer needs into technical requirements
· Scoping project requirements
· Code management using Git
· Project management
Thanks & Regards
Ankit M
Lead Recruiter
518-336-7878
[email protected]
*VHL Technologies Inc…**We take care of your IT needs*
www.vhltec.com
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