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Assistant Manager - Software Development - - Python, AI ML(Any Location)

Zoek Pin Pune, Pune Division, Maharashtra

Permanent (Full time)

Posted 41 days ago

Job Description
Job Family Descriptor

Responsible for software development projects across multiple technologies (in-house or through vendors) for building new capabilities, driving automation and improve operational efficiencies (across Colocation, Data Centre, Cloud, MSS etc.). Formulates and defines specifications for complex operating software programming applications, including commercial applications. Drives design, development, testing, debugging and implementation of software applications or specialized utility programs using current programming languages and source code to support end users' needs. Performs regular updates and recommends improvement to existing applications using engineering releases and utilities. Establishes technology standards for applications development and is also responsible for software quality assurance by reviewing process compliances, identifying pain points, and driving improvement initiatives.

Broad outline of the Role

Develops applications/softwares as per technical specifications. Conducts development testing and reports testing issues to supervisor. Identify and track bugs, assess nature of bugs and executes corrective actions. May be an individual contributor or may lead a team through application of deep knowledge of one job area or broad knowledge of several job areas within Software Development. Operational role, responsible for setting objectives and delivering results that have a significant impact within the context of a wider operational area. Capable of instructing professional or technical staff and reviewing the quality of the work undertaken by these roles. Capable of identifying key issues and priorities and focusing on these to deliver required results with minimal direction and supervision. Demonstrates a level of flexibility in resolving problems/issues that at least to in-depth command of all techniques, processes, tools and standards, within the relevant field of specialisation. Able to identify problems and significantly improve, change or adapt existing methods and techniques. Education: MBA in Systems or MCA Experience: 4-7 years experience in software development

Minimum qualification & experience

Experience:

  • Overall, 5 or more years of Software Development Experience leveraging Python data science libraries
  • Minimum 2 Years of hands-on experience on live projects in real AI/ML projects
  • Should have participated in 3 or more Analytics/ AI/ML Projects

Other knowledge/skills

Soft Skills

  • Must possess Problem-Solving Skills and Critical Thinking
  • Shall have an excellent and collaborative attitude
  • Shall be capable of communicating effectively
  • Shall be willing to work in shifts
  • Shall display excellent willingness to learn
  • Shall display very good Interpersonal Skills

Key Responsibilities

Job Responsibilities will be:

  • Writing AI/ML algorithms in Python using scikit-learn, pandas, numpy, matplotlib, seaborn
  • Data wrangling and ETL using Python; Ability to use Tableau Prep Builder (desirable)
  • Data visualization with matplotlib, seaborn or Tableau
  • Object identification and classification using Pytorch or Tensorflow/Keras
  • NLP to analyze ticketing data, classify the ticket and determine RCA by analyzing free form text
  • Predictive Analytics - Network Fault Prediction

Technical Competencies

Skills Required

  • Thorough knowledge of data engineering, exploratory data anlysis using Python libraries such as pandas, numpy, scipy, scikit-learn, statsmodels, matplotlib, seaborn, pandas visualization
  • High end Python programming to create ETL workflows and cleanse data
  • Thorough knowledge of Data Visualisation using Tableau, or Python Tools
  • Knowledge of any of the following technologies will be preferredMachine Learning/ Deep Learning model implementation using framework such as tensorflow/Keras and leveraging algorithms such as like K-means, CART, XGBoost, Random Forests, Artificial Neural NetworkNLP and RNN based Chatbots based on framework such as RASAComputer Vision and image recognition using algorithms such as Convolutional Neural Networks leveraging Pytorch or Tensorflow/kerasText Analytics and Chatbots using NLPBasic understanding of probability distributions, p-value, confidence intervals, monte carlo simulation
  • Knowledge of Product Development Lifecycle using Agile methodologies
  • Knowledge of Source Control with SVN
  • Working knowledge of Linux OS
  • Working knowledge of one Relational or NoSQL database

Knowledge / Skills
Communication Skills

Job Segment: Assistant Manager, Developer, Engineer, Product Development, Manager, Management, Technology, Engineering, Research

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