Senior Software Engineer-R&D

Qualification and Experience

• B.Tech M.Tech M.E MS M.Sc in Computer Science or a related discipline (Applied Mathematics, Statistics, Electrical andor Computer Engineering) or MCA
• Demonstrated commitment towards mastering AImachine learning through own initiatives (side projects, books, MOOC courses etc.) would be a strong plus

Responsibilities

• Implement andor productize AIMachine Learning algorithms at scale, utilizing distributed computing techniques, research findings, AI best practices and state of the art frameworkslibraries
• Setup and manage infrastructure, tools and frameworks for data management and transformation to facilitate AI RD
• Package AIML algorithms to construct reusable AI recipescomponents andor create APIs for consuming packaged AI models
• Create examples and prototypes demonstrating consumption of packaged AIMachine Learning algorithms
• Follow best practices to modularize, validate and package source code and follow proper source control management guidelines
• Conduct code reviews and mentor junior team members
• Work closely with AI researchers to productize innovations

Requirements of the role

• The candidate should be strong in fundamentals of computer science, especially in algorithm analysis and design, and should be proficient in python programming.

The candidate should have experience in working with and maintaining Linux-based systems, and should be hands-on in someall of the following areas:

• Applying AImachine learning, natural language processing and information retrieval algorithms on large datasets
• Creating andor consuming AImachine learning algorithms using toolsframeworkslibraries such as JupyterZeppelin, scikit-learn, numpy, scipy, matplotlib, pandas, Tensorflow, Keras, Apache Spark etc.
• ETLdata cleansing and enrichment using HadoopSparkother Big Data frameworks
• Gathering and processing raw data at scale using web scraping, API calls, crawling public repositories etc.
• Experience in working with SCM tools such as GitGitHubBitbucket, exposure to Extreme Programming (XP), DevOps andor Agile methodology
• Experience in conducting design andor code reviews