Job Location: Noida
The applicant will be extensively involved in machine learning, deep learning, statistical modeling and data analytics role in domain of Emerging Risk as Cyber, Liability, Climate and Agriculture. The candidate would research and understand of models, developing tools, generating maps etc. He/she would also get the opportunity to demonstrate his/her analytical and engineering skills while contributing to developing models.
Key Accountabilities Deliverables:
- Define and utilize machine learning, deep learning and statistical methods to solve industry-specific problems in varying fields
- Ensuring data integrity by performing rigorous cleaning, error checking, and validation.
- Analyzing data using statistical techniques, performing statistical tests to determine soundness of results and describing, interpreting, and summarizing conclusions.
- Compare and analyze provided statistical information to identify patterns, relationships and problems.
- Apply sampling techniques to effectively determine and capturing uncertainty in the model
- Communicates analytical and model insights to management that include executive summaries, charts, tables, and graphs and documenting processes and keeping informed of technological advancements in the field of statistical analysis.
Experience Required:
- MSc or BSc (Statistics /Operational Research/Mathematics, Applied Mathematics, Econometrics) OR M/BTech (CSE with major as statistics/Mathematical Science) with first class from reputed institutes/universities.
- Good, applied statistics skills, such as distributions, statistical modelling, statistical testing, regression, etc.
- Detail-oriented, self-driven quick learner with very strong analytical and problem-solving skills, and a high degree of self-motivation.
- Ability to independently drive projects and demonstrate technical ownership of the work
- Experience in database management system like SQL, Mongo DB, Neo4j, etc.
- Programming skills in Python, R, Julia or similar with demonstrated experience of automation.
- Strong documentation skills with experience of working on MS Word, Excel, PowerPoint and Project.
- Excellent communication skills and ability to independently lead and drive projects.
- 2-3 years of hands-on experience in similar roles
Technical Skills:
- Direct involvement in working with large volumes of data and building, deploying, and measuring predictive analytics models (i.e. LSTM, RNN, SVM, decision tree, clustering, logistic regression, linear and non-linear regression).
- Proficient in Python/R programming skills. Julia programming skill is a plus
- Deep learning frameworks such as Tensor Flow, Keras, Torch, Docker, MlFlow
- Understanding of NLP, NLU and Machine learning/Deep learning methods
- Knowledge of REST API for deploying models
- Simple UI development paradigms that would enable Text Mining Insights Visualization, e.g., Stream lit, HTML5, CSS3
- Linux, GPU Experience
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