AI & Machine Learning Ninja

Gurugram, Haryana, India · Engineering expand job description ↓

Description

We're looking for a Senior AI Engineer with expertise in machine learning, natural language processing, and text analytics. He will be working on one of our core technologies. We are working on a text analytics engine that uses a combination of NLP, machine learning, and semantic processing technologies, and we are always working on improving it. An engineer interested in doing research in machine learning techniques and applying these techniques in a production environment would be a great asset to the team. We are a hands-on shop and programming is a big part of this job.


Part of the responsibilities are:

- Develop robust, scalable and maintainable machine learning models to answer business problems against large data sets

- Utilize statistical natural language processing to mine unstructured data, and create insights; analyze and model structured data using advanced statistical methods and implement algorithms and software needed to perform analyses

- Build document clustering, topic analysis, topic modeling, text classification, named entity recognition, sentiment analysis, and part-of-speech tagging methods for unstructured and semi-structured data

- Perform elements of data cleaning, feature selection and feature engineering and organize experiments in conjunction with best practices

- Creating dynamic decision making processes and trying to predict future events from the historical data.

- Benchmark, apply, and test algorithms against success metrics. Interpret the results in terms of relating those metrics to the business process

- Work with development teams to ensure models can be implemented as part of a delivered solution replicable across many clients

- Visualize data to tell compelling stories

Requirements

- Strong Working Python, C++, C expertise

- Background in natural language processing and/or machine learning

- Strong Computer Science fundamentals (algorithms, data structures)

- Industry experience developing multi-threaded applications

- Mathematical background (probability & statistics) a strong plus

- Strong communications and interpersonal skills a must

- Knowledge of SQL, PL/SQL and standard RDBMSs a plus

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