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Senior Data Scientist

5.00 to 10.00 Years   Pune   17 Nov, 2021
TomTom India Pvt Ltd
Job LocationPune
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaDBA / Datawarehousing,R&D / Product Design
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 manipulatingSatellite imagery,vertical imagery,street level imagery,GPS traces, etc.individuallyand by fusingseveral combinations of thesesources
  • Use these sources individually or their combinations topredictvarious mapfeatures and attributesbytrainingstatistical 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 monitorand analyze model performance and data accuracy
  • Automate feedback loops for algorithms in productionthrough standardization of process and authoring best practices
  • Collaborate with teams to bring synergy
  • Mentor/Coach/Guideteam membersaspire to becomeaData Scientist
What you ll need
  • Bachelor s/Masters/PHDinComputer science, Mathematics, Statistics or equivalent field and must have min. 8 years of overall experience
  • Minimum4-5Years of experience working as a Data Scientist in deploying ML at scale in production
  • Experienceinslicing and dicingoflarge 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 trainedmodels 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 incompetitions on a platform such as Kaggle
  • Strong problem-solving skills
  • Excellentwritten, verbal and presentation skills
  • A drive to learnnew technologies
  • Expertise in designing and testing experiments
  • Knowledge and experience with using GIS tools for spatial data analysis.
  • Excellent oral and written communication skills
Meet your team: MAPS Product UnitPart of TomTom s Location Technology Products technical unit, the Maps product unit is comprised of over 2,000 people in 40 countries all driven to deliver the most up-to-date, accurate and detailed maps for the hundreds of millions of people using TomTom maps around the world. Joining this product unit, you can help continuously innovate our map-making processes, create a real-time closed loop between detected changes in the real world and the users map, and build maps that will enable the future of autonomous driving. Achieve more!!We are self-starters who play well with others. Every day, we solve new problems with creativity, meet new people and learn rapidly at our offices around the world. We will invest in your growth and are committed to supporting you. In everything we do, we re guided by six values: We care, putting our heart into what we do; we build trust (you can count on us); we create it s how we make a difference; we are confident, but don t boast; we keep it simple because life is complex enough; and we have fun because life s too short to be boring. After you applyOur recruitment team will work hard to give you a meaningful experience throughout the process, no matter the outcome. Your application will be screenedclosely, and you can rest assured that all follow-up actions will be thorough, from assessments, conversations and interviews through your onboarding.TomTom is an equal opportunity employerWe celebrate diversity, thrive on each other s differences and are committed to creating an inclusive environment at our offices around the world. Naturally, we do not discriminate against any employee or job applicant because of race, religion, color, sexual orientation, gender, gender identity or expression, marital status, disability, national origin, genetics, or age.Ready to move the world forward ,

Keyskills :
machine learninganalyticssqlalgorithmsoracle dbaclosed loopdata sciencespatial dataproblem solvingcomputer visionobject detectionbehavioral training

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