Tiger Analytics · 22 hours ago
Senior Manager/ AD - Telematics SME
United States
Full-time
Remote
Senior Level, Lead/Staff
8+ years exp
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Responsibilities
Apply strong expertise in AI through the use of machine learning, data mining, and information retrieval to design, prototype, and build next generation advanced analytics engines and services
Collaborate with cross-functional teams and business partners to define the technical problem statement and hypotheses to test
Develop efficient and accurate analytical models which mimic business decisions and incorporate those models into analytical data products and tools
Drive current and future strategy by leveraging analytical skills as you ensure business value and communicate the results
Qualification
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Required
Bachelor's Degree in Computer Science or closely related field
8 to 12 years of experience in Consulting
5 years of experience in Telematics
Experience with R, Python, or similar programming languages.
Experience working in the areas of vehicle telematics, logistics, pattern detection in sensor or smartphone-connected data, and geospatial mapping
Experience with the development of computational algorithms to reduce computation time (e.g. MapReduce).
Experience with popular machine learning and deep learning frameworks (e.g. H2O, TensorFlow, PySpark, PyTorch, MXNet, Caffe)
Understanding of the challenges in data harmonization and feature preparation from variety of 3rd party providers
Experience with distributed storage and database platforms
Understanding how the telematics data gets leveraged downstream for BI (trip completion) and analytics purposes (pricing)
Experience working with weather and atmospheric data
Experience with batch, micro-batch, streaming, and distributed processing platforms such as Flink, Hadoop, Kafka, Spark, Hudi, AWS EMR, Arrow, or Storm
Experience working within Amazon Web Services (AWS) cloud computing environments
Experience with terabytes, petabytes, or even exabytes of data
Familiarity with containerization tools such as Docker and Kubernetes
Preferred
Deep expertise with relevant geospatial packages (e.g. geopandas and rasterio in Python; maptools, spdep, or OpenStreetMap) is a major plus
Background in spatial optimization algorithms is a major plus
Company
Tiger Analytics
Tiger Analytics offers data analytics and predictive modeling solutions for retail, social media, and online advertising sectors.
1,001-5,000 employees
H1B Sponsorship
Tiger Analytics has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (66)
2022 (163)
2021 (142)
2020 (57)
Funding
Current Stage
Late StageLeadership Team
M
Mahesh Kumar
Founder and CEO
Recent News
2024-05-23
Company data provided by crunchbase
