Sr. Data Scientist
Company: Tripod Networking
Location: Sunnyvale
Posted on: May 10, 2022
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Job Description:
Responsibilities --Using in-house and publicly available data,
the candidate will work to develop new and improve existing
algorithms to improve the accuracy for different weather and
geographical regions. -- Efficiently clean, prune, fix, prepare,
process and analyze network and field data. -- Create and develop
machine learning algorithms to help aid in positioning and
calibration of devices and network. -- Interpret data and guide
company to maximal benefit. -- Develop a strong domain expertise in
atmospheric science and weather data products and apply it to
improve Pinnacle products. Required: -- Bachelor's degree with 2-3
years--- experience, or Master's/PhD in engineering disciplines
such as mechanical engineering, electrical engineering, or sciences
such as mathematics, statistics, computer science, physics, or
another closely related field, with research emphasis on data
modeling and analysis. -- Solid foundation in statistics,
uncertainty quantification and data processing, including data
reduction, regression, automation and visualization. --
Demonstrated experience in rapid prototyping and an excellent data
analyst of a variety of atmospheric, geospatial and time series
data. -- Strong scientific coding skills, including proficiency in
one or more of the following: Python, R, MatLab, SQL, etc. --
Familiarity with machine learning and deep learning frameworks
applied to real world problems. -- Market awareness of high-quality
open-source data sets that can augment in house weather and
geodata. -- Ability to work independently and collaboratively
across multiple departments, including hardware and software.
Demonstrate initiative and be proactive. -- Strong written and oral
communication skills, with the ability to communicate clearly and
effectively across teams. Preferred: -- Experience in performing
analysis of large data sets by exploiting parallel computing
infrastructure. -- 1-2 years--- experience with machine learning
and deep learning frameworks, including scikit-learn, Tensor Flow,
or PyTorch. -- Expertise with object-oriented languages such as
Java or C++ a bonus. -- Experience in providing data support for
internal and external client engagements for trials and demos. --
Experience with driving projects across all stages, including
ideation, testing, and marketing. -- Familiarity with gridded (high
resolution analysis/reanalysis data such as HRRR, ECMWF, CMC, JMA),
satellite and RADAR data -- Track record of significant
publications in international journals and/or significant source
code contribution to open-source projects (e.g., GitHub) or
intellectual property. -- Comfortable interfacing with the teams
across India and USA. -- Demonstrated record of delivered large
data projects that had significant impacts on driving business. --
Deep knowledge and experience with big data analysis and data
processing tools/technologies that enables a smooth and efficient
transition of engineering code into production environments --
Experience with real-time streaming data processing will be
considered a plus. -- Contribute to the intellectual property
portfolio of the company.
Keywords: Tripod Networking, Sunnyvale , Sr. Data Scientist, Other , Sunnyvale, California
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