• SG Analytics - Lead - Analytics Jobs in Delhi,India

  • SG Analytics
  • Save Job
  • 10 - 20 Years
  • Posted : above 1 month

Job Description:

About this role

- The Analytics Lead would be a part of the Core Team (Core Project Team would comprise of NLP Lead, Data Architect, Analytics Lead, Technology Usability lead and would be led by a Project Director)

- All the core team members would be experts with 10+ years of experience in their respective domains The core team would play a pivotal role in effective execution of the project as well as presentation of the delivery plan to the clients senior management committee

- The Analytics Lead would be responsible for the design, build, operationalization and governance of robust and system-tested analytics models, which would need to be deployed on the clients cloud platform and on-site location

- This includes large scale projects (USD 500K and above) and type of clients (industry leaders across domains, including Government and public sector RFP based initiatives) that SGA works with

- The Analytics Lead would lead a team of relevant data scientists, data engineers and senior program developers, catalog and reference data management team (including external vendors) that would be responsible for building and deploying a highly user-friendly and user-interactive visualization (web portal) platform, that is supported by a self-serve analytics functionality

- The Analytics Lead would be the expert at understanding the business application of the various sets of large database (at least 5 TB+) across formats (structured, semi-structured, structured) hosted at multiple cloud platforms of the client, by working closely with the relevant stakeholders at the clients site

- This role would require deep hands-on expertise in previous similar projects of at least INR 3-5 Crores revenue size, with case examples and strong client references

Required Work Experience

- 10+ years of overall industry experience specifically in data engineering, data science including machine learning models, BI enabled visualization,etc applied successfully for large-scale projects

- 7+ Years of hands-on experience in Data Science And End-to-End Execution of Machine Learning solutions including predictive modeling(Viz Recommendation engines) and in-depth expertise in NLP-enabled solutions based on text mining, topic modeling, un-structured to structured text classification, sentiment analysis, etc

- 7+ Years of experience in Big Data / IoT/ Ai-driven Process Automation projects which involve end-to-end solutions integrating data engineering, systems architecture, NLP language expertise[text mining, topic modeling, un-structured to structured text classification, sentiment analysis], Data Science/Machine Learning algorithms [segmentation], BI Visualization[web/app application] etc

Project Characteristics

The applicant must be able to demonstrate expertise and experience on a minimum of at least 2-3 previously successful client assignments (of INR 2 Crore that have involved-

- Mining and natural language processing based search on 1TB+ high data with interactive visualization

- Extraction of large amounts of semi-structured data and its processing into machine readable formats with semantic classification of data points into a common schema

- Successful roll-out of a live web/app interface with backend consisting of data warehousing from 1TB+ high data volumes;

Domain IT/ Technology / BFSI/ Telecom/CPG-Retail/ E-commerce/ Consultancy & Service Providers, Start-ups in Analytics and Ai solutions, etc

Job Responsibilities

- Recruit/ Deploy and Lead a team of data scientists, business/sector expert analysts, catalog mangers to deliver an end-to-end self-serve analytics platform

- Closely collaborate with Data/ Systems Architect, Ui Practice Lead, NLP Specialists and be accountable to the Project Director, to drive mile-stone based delivery

- Contracting with relevant vendors (resource outsourcing, technology product licensing) as per the budgets and technical requirements of the project

- Be the Analytics Practice Area Leader, and present a concrete solutions architecture plan (backed up by visible case studies) and implementation process-map, to prospective clients- especially for large scale RFP projects

- Build a metadata management tracking tool (may include assessing and partnering with external vendors in this space)

- Write blogs and present whitepapers on emerging data science trends and evolving technology stack in the Machine Learning and Ai solutions space

- Should identify and propose the appropriate data science programming language, cloud platforms data processing and storage system for the respective project/ client needs

- Be entirely responsible for driving all SLAs related to user acceptance testing, prototype building, code freeze and deployment on production

- Liaise with relevant client stakeholders to drive clarity and sign-offs on required data related inputs, as well as intermediate data schema layout related guidelines

- Work closely with the Systems Architect inorder to create a data warehouse architecture that is amenable and scalable to NLP-driven search functionalities /text mining as well as other machine learning solutions

- Work closely with the Visualization /BI Practice Expert so as to design optimal workflows as well as visualization Ui front-end tools (including a tie-up with possible vendors) that can ensure industry standards on web-site data streaming time and data accuracy levels

Specific Skills / Expertise

- Tools/ Scripting Languages Python, PySpark,,SQL,java, SAS, R

- Databases MySQL, RedShift, MariaDB, BigQuery, Oracle, MongoDB, Tableau, QlikView, D3, Rshiny, Excel

- ML Techniques (algorithms worked on) Random Forest / Decision trees, Gradient Boosting, Markov Chains, Logistic Regression,etc

- Databases MySQL, RedShift, MariaDB, BigQuery, Oracle, MongoDB

- Cloud Platforms AWS, MS Azure, GCP, Oracle cloud, etc

- Certification in Data Science/ Machine learning is mandatory

- Certification in Big Data mandatory

- Certification in NLP is highly desired

Profile Summary:

Employment Type : Full Time
Salary : Not Mentioned
Deadline : 26th Feb 2020

Key Skills:

Company Profile:

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