Senior Systems Data Analyst
Company: CEI Group
Posted on: September 25, 2022
Position OverviewThe position requires working collaboratively
with other engineering and development disciplines to drive the
development of descriptive, predictive & prescriptive analytics.
The candidate will identify trends, develop charts, and create
visual presentations using data and data sets obtained from, but
not limited to hypothetical data as well as information generated
from Company products.Responsibilities: Organize and utilize test
data related to system design, assembly processing, testing, and
postmortem analysis, as well as using fundamental models, to
enhance our understanding of company's products and systems.
Identify areas to improve battery and system performance. Use
advanced data analytics to improve production efficiency and
quality. Work with engineers to identify areas to improve the way
in which we obtain, store, analyze, and present/share data.
Effectively communicate and share analysis results with other teams
to help inform design and process improvement decisions. As needed,
help set up and maintain a working relationship with outside
vendors to support other efforts in advanced data analytics,
including through the use of machine learning and AI. Responsible
for systems approach to analyzing and finding battery system data
which allows predictive modelling of overall performance, based on
field data, cell data and systems data. Build and establish an
overall systems model for monitoring and tracking performance of
individual cells and their influence on overall system capability.
Using Company cell and system models, build and establish a digital
twin model for Company's products to enable software solutions with
various other systems.Requirements: Practical knowledge of
statistics including Design of Experiments, survival analysis,
multivariate analysis, and general linear models. Experience with
state-of-the-art data science methods including deep learning,
machine learning, and Bayesian methodologies is preferred.
Demonstrated past experience with applying advanced data analysis
to an engineering or scientific field. Understanding of database
structure and strong data ETL skills. Fluency in statistical
programming languages such as Python, R, and SQL. Experience
building data visualizations using web-based tools such as D3,
Simulink as well as AutoCAD generation which is used for deploying
functions into the Company code base. Knowledge of
electro-chemistry and battery is a plus. Strong communication
skills. Ability to follow technical instructions and clearly
communicate (written and orally) with Engineers. Strong work ethic
and positive attitude.Education Level: PhD or Master's degree with
a strong data analysis background, in a relevant field of physical
sciences or engineering, such as applied physics, materials
science, chemical engineering, or demonstrated professional
experience in a relevant field.
Keywords: CEI Group, Worcester , Senior Systems Data Analyst, Professions , Milford, Massachusetts
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