MILES Mobility

About MILES Mobility

Miles is looking to expand its data science and data engineering team in INDIA! Here's a quick checklist: You live in India Want to work for a fast-growing Silicon Valley Startup You are passionate about solving challenging problems You are looking to put your stamp on the product What you'll need: Education Master's/PhD (preferred) or Bachelor's (required) in CS/ML/AI or relevant computational/engineering discipline Machine Learning/Data Science: Solid theoretical understanding of ML fundamentals: linear algebra, probability, statistics (as relevant to ML), optimization Knowledge of different ML techniques and when/how to use them: classification, regression, clustering, outlier detection, dimensionality reduction, etc. Comfortable manipulating and analyzing complex, high-volume, high-dimensionality data from varying, heterogeneous sources Experience with messy real-world data -- handling missing/incomplete/inaccurate data Proficient in the Python ML ecosystem: NumPy, Pandas, SciPy, Scikit-Learn Strong understanding of relational databases like PostgreSQL is a plus Programming experience: At least 2+ years of experience writing production-quality Python code Version control: Git, GitHub/Bitbucket Experience delivering large-scale deployable projects Great to have We deal with large volumes of geospatial data, so experience working with geospatial data at scale is a big plus Knowledge of Python (Shapely, GeoPandas, Fiona, CartoPy, etc) and/or database (PostGIS) geometry/geospatial tools Domain experience in building models for location-based services, transportation, scheduling, vehicle routing

Synonyms

Technologies (from Job Ads)

Hiring Locations

Headquarters

Loading map...

Company Info

Legal Form: AS

Company Type: Public

Company Size: 51 - 250

Revenue: ~ 500 million (USD)

Job Ad Metrics

Job Ads found: 1318

Job Ads per Month: 27.5

Hiring Locations: 7

Data Info