Years of Experience
At least 3+ years of experience
BS in computer science, Electrical Engineering or any related fields (Statistics, Applied Math).
- Deep technical understanding of advanced areas of Data Mining, Natural Language Processing, Machine Learning, and Deep Learning.
- Strong understanding of at least one area of deep learning i.e. Word2Vec, Clustering, Sequence Modelling etc.
- Strong computer science fundamentals in algorithms and data structures.
- Fluency in Python stack for data processing, visualization and modeling (Numpy, Pandas, Regex, Matplotlib/Seaborn, Flask).
- Fluency in at least one of the following Deep Learning frameworks Tensorflow or Keras.
- Excellent understanding of databases and proficiency in either SQL/NoSQL.
- Understanding of Linux environment and deployment on cloud is required.
- Excellent communication skills.
- Ability to read and implement research is required.
- Participation & a good position in Kaggle Competitions would be a big plus.
- Experience with Android/iOS would be a big plus.
- Understanding of Agile methodology and Scrum.
- Observant enough to see how we can leverage Data to solve client pain-points.
- Coordinate with other professionals in order to develop effective systems, so they need to have the ability to work as part of a team and demonstrate strong oral communication skills.
- A strong mathematical/language background and problem-solving skills are a must.
- Written skills are required so that the results can be conveyed to the client.
- Be an out-of-the-box thinker who is passionate about brainstorming innovative ways to use our unique data to answer business problems.
- Understand our clients’ proprietary data and external data sources, gather data and automate data pipelines.
- Design, develop, implement, validate, deploy and maintain advanced predictive models using advanced data mining, machine learning and deep learning techniques.
- Develop metrics and dashboards to measure and track the value of the solutions.
- Meet the coding style and standards requirements in python Pep 8, Flake 8 etc.
- Collaborate with people from different backgrounds to formulate innovative solutions to experiment and implement advanced data mining techniques.
- Communicate complex concepts and the results of the analyses in a clear and effective manner to senior management.