Abs Data

Perform Traffic Data Analytics tasks like data acquisition and cleaning; processing; validation; fusion & conflation; analytics, reporting & visualization; prototype pilot client dept projects; and ad-hoc analyses.. Data Engineering (cleaning, preparation, validation) Required 3 Years. Scripting/coding for data science: Python, R Highly desired 2 Years. GIS tools: ArcMap, ArcGIS Pro Highly desired 1 Years. Data science (model development, applying machine learning to transportation problems) Nice to have 1 Years

data analyst

Job title:  Data Analyst 3- Hybrid Role

Company:  ARK Solutions

Job description : Data Analyst 3

Hybrid Role!!!

Perform Traffic Data Analytics tasks like data acquisition and cleaning; processing; validation; fusion & conflation; analytics, reporting & visualization; prototype pilot client dept projects; and ad-hoc analyses.

The selected Program Analyst Traffic (Part-Time) will be engaged in various aspects of Traffic Data Analytics tasks including but not limited to the following:

Data acquisition, cleaning and preparation tasks require working with many transportation and non-transportation data sets e.g. speed, volume, AADT(Average Annual Daily Traffic), road geometry and characteristics, socio-demographics data, posted speed limits, weather, work zone information, crash and incident data, pedestrian and bicycle data, and others, and obtaining those through different means such as: graphical user interfaces, APIs, direct access to back-end databases either internally from dept or from third party vendor and archives.

Data cleaning and preparation steps will be needed, especially for free-form text fields, and they may be different based on the data set and source.

Data fusion tasks require merging or aligning (fusing) data sets on the spatial(location) or temporal (point in time or similar period of year and time of day)dimensions, in a redundant (same attributes) or complementary (different attributes) fashion.

Data analysis and visualization tasks will require the incumbent to apply tried-and-true but also new-and-innovative methods to identify historical travel trends, conduct Before-and-After studies, perform congestion and reliability analyses for specified areas and time periods of interest, identify locations and time periods experiencing unusual traffic behavior. Analysis results will be presented in a format and at a level of detail appropriate for the audience, through interactive and static charts, graphs, and maps.

GIS and map conflation will require leveraging existing map conflation tools and algorithms, but in some cases development of new algorithms and methods maybe necessary. Either way, manual checking and validation of conflation will be needed since conflation algorithms are not perfect and do not cover all real-life situations.

Some research to perform the above tasks will be needed. Research will include but not be limited to literature review of transportation data analytics algorithms, investigating the feasibility and usability of incorporating new data sources into analytics algorithms to improve accuracy and relevance of results, traffic forecasting methods.

Skills Matrix: Skill Required / Desired Amount of Experience

Data retrieval (UI, SQL, API) Required 3 Years

Data Engineering (cleaning, preparation, validation) Required 3 Years

Data analytics, integration, and visualization Required 2 Years

Advanced Excel skills Highly desired 3 Years

Visualization platforms: Tableau, PowerBI Required 2 Years

Scripting/coding for data science: Python, R Highly desired 2 Years

GIS tools: ArcMap, ArcGIS Pro Highly desired 1 Years

Exposure to some transportation skills & concepts Desired 2 Years

Data fusion Desired 1 Years

Data science (model development, applying machine learning to transportation problems) Nice to have 1 Years

Map conflation Nice to have 2 Years

Attention to detail Required 2 Years

Strong organizational skills Required 2 Years

Ability to work independently Required 2 Years

Ability to present data in a format understandable to diverse audience Highly desired 1 Years

Strong communicati on skills Desired 1 Years

Expected salary :

Location : Richmond, VA

Job date : Sat, 04 Nov 2023 02:48:18 GMT

#Data #Analyst #Hybrid #Role

Apply for the job now!

[ad_2]

#J-18808-Ljbffr

START NEW SEARCH