Job Location: Pune
Job Description
What youll 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 youll need
- Bachelors/Masters/PHD in Computer science, Mathematics, Statistics or equivalent field and must have min. 8+ yearsof 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
Meet your team
Have the ambition to work with big data to positively impact the lives of millions? In the Maps Product Unit, you will be an essential part of a team of engineers processing up to two billion map modifications every month. Using your expertise and a tech stack that includes AI and machine learning, you and your team will deliver maps that change the way people move around the world.
What we offer
- Competitive compensation package.
- Work flexibility program (Working @ TomTom) – work from both home and the office! [https://www.tomtom.com/careers/working-at-tomtom/]
- Home office benefits, with a setup budget and a monthly allowance to support.
- Chance to work abroad for 90-calendar days in select countries and states!
- Holiday package that includes your birthday off and a volunteering day per year.
- Bring your ideas and innovation to life during our Hackathon, DevDays, and more!
- Take on learning opportunities – internal programs, O’Reilly and LinkedIn learning.
- The opportunity to join one of the few top tech location specialists and have an impact on the future of mobility.
- Be part of a supportive, inclusive, and global culture.
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