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Expert Data Scientist

8.00 to 12.00 Years   Pune   16 Mar, 2022
TomTom India Pvt Ltd
Job LocationPune
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

    TomTom is hiring an experienced data scientist in our maps engineering team. As a Senior Data Scientist, you are passionate about computer visions, statistical sampling and analytic methods, deploying machine learning models scale in the production, monitoring and tuning them via active feedback loops. You will be part of agile unit and will be collaborating with engineers, data engineers, map and location experts and fellow data scientists.As an experienced data scientist, you will help to make location content best-in-class by advocating for and implementing changes to technology, process, tools, and systems. We look for people who are curious, innovative, out of box thinker, loves taking risk and work to make system better every day. In this role, the person is expected to take on critical tasks such as productionizing, deploying, testing and monitoring of machine learning models including exposing them as service.What you ll do
    • Draw insights by manipulating Satellite imagery, vertical imagery, street level imagery, GPS traces, etc. individually and by fusing several combinations of these sources
    • Use these sources individually or their combinations to predict various map features and attributes by training statistical models/ ML models
    • Applying various data science methods coupled with Computer vision like CNN, explore and experiment on new models through research papers or via various frameworks
    • Develop processes and tools to monitor and analyze model performance and data accuracy
    • Automate feedback loops for algorithms in production through standardization of process and authoring best practices
    • Collaborate with teams to bring synergy
    • Mentor/Coach/Guide team members aspire to become a Data Scientist
    What you ll need
    • Bachelor s/Masters/PHD in Computer science, Mathematics, Statistics or equivalent field and must have min. 8 years of overall experience
    • Minimum 8-12 Years of experience working as a Data Scientist in deploying ML at scale in production
    • Experience in slicing and dicing of large data sets to draw insights
    • Experience in various machine learning techniques (e.g. Convolutional Neural Network, Object detection, NLP, Decision tree, Regression, etc.) and frameworks (e.g. TensorFlow, PyTorch, Scikit-learn, etc.)
    • Experience in deploying trained models for high scalability on public cloud platforms (AWS/Azure) using Dockers/Kubernetes
    • Experience working with data technologies that allow effective storage and analysis of large amounts of data (e.g. Hadoop, Hive, Spark, Presto, S3, etc).
    • Strong level of proficiency in Python, Unix/Linux and SQL
    • Active participation in competitions on a platform such as Kaggle
    • Strong problem-solving skills
    • Excellent written, verbal and presentation skills
    • A drive to learn new technologies
    • Expertise in designing and testing experiments
    • Knowledge and experience with using GIS tools for spatial data analysis.
    • Excellent oral and written communication skills
    ,

Keyskills :
machine learningpythondata analysissqlanalyticsclosed loopdata sciencespatial dataproblem solvingcomputer visioncomputer science

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