Specialist Ii Data Science

Year    Pune, Maharashtra - Kolkata, West Bengal, India

Job Description

:
Role Proficiency:
Independently develop data-driven solutions to difficult business challenges by utilize analytical statistical and programming skills to collect analyze and interpret large data sets under supervision.
Outcomes: * Work with stakeholders throughout the organization to identify opportunities for leveraging data from our customers to make models that can generate business insights

  • Create new experimental frameworks or build automated tools to collect data
  • Correlate similar data sets to find actionable results
  • Build predictive models and machine learning algorithms to analyse large amounts of information to discover trends and patterns.
  • Mine and analyse data from company databases to drive optimization and improvement of product development marketing techniques business strategies etc
  • Develop processes and tools to monitor and analyse model performance and data accuracy.
  • Develop Data Visualization and illustrations on given business problem
  • Use predictive modelling to increase and optimize customer experiences and other business outcomes.
  • Coordinate with different functional teams to implement models and monitor outcomes.
  • Set FAST goals and provide feedback on FAST goals of reportees
Measures of Outcomes: * Number of business processes changed due to vital analysis.
  • Number of Business Intelligent Dashboards developed
  • Number of productivity standards defined for project
  • Number of Prediction and Modelling models used
  • Number of new approaches applied to understand the business trends
  • Quality of data visualization done to help non-technical stakeholders comprehend easily.
  • Number of mandatory trainings completed
Outputs Expected:
Statistical Techniques: * Apply statistical techniques like regression
properties of distributions
statistical tests
etc. to analyse data.
Machine Learning Techniques: * Apply machine learning techniques like clustering
decision tree learning
artificial neural networks
etc. to streamline data analysis.
Creating advanced algorithms: * Create advanced algorithms and statistics using regression
simulation
scenario analysis
modelling
etc.
Data Visualization: * Visualize and present data for stakeholders using: Periscope
Business Objects
D3
ggplot
etc.
Management and Strategy: * Oversees the activities of analyst personnel and ensures the efficient execution of their duties.
Critical business insights: * Mines the business's database in search of critical business insights and communicates findings to the relevant departments.
Code: * Creating efficient and reusable code meant for the improvement
manipulation
and analysis of data.
Version Control: * Manages project codebase through version control tools e.g. git
bitbucket etc.
Predictive analytics: * Seeks to determine likely outcomes by detecting tendencies in descriptive and diagnostic analysis
Prescriptive analytics: * Attempts to identify what business action to take
Create Reports: * Creates reports depicting the trends and behaviours from the analysed data
  • Training end users on new reports and dashboards.
Document: * Create documentation for own work as well as perform peer review of documentation of others' work
Manage knowledge: * Consume and contribute to project related documents
share point
libraries and client universities
Status Reporting: * Report status of tasks assigned
  • Comply with project related reporting standards and process
Skill Examples: * Excellent pattern recognition and predictive modelling skills
  • Extensive background in data mining and statistical analysis
  • Expertise in machine learning techniques and creating algorithms.
  • Analytical Skills: Ability to work with large amounts of data: facts figures and number crunching.
  • Communication Skills: Communicate effectively with a diverse population at various organization levels with the right level of detail.
  • Critical Thinking: Data Analysts must look at numbers trends and data and come to new conclusions based on the findings.
  • Strong meeting facilitation skills as well as presentation skills.
  • Attention to Detail: Making sure to be vigilant in the analysis to come to correct conclusions.
  • Mathematical Skills to estimate numerical data.
  • Work in a team environment and have strong interpersonal skills to work in collaborative environment
  • Proactively ask for and offer help
Knowledge Examples:
Knowledge Examples * Programming languages - Java/ Python/ R.
  • Web Services - Redshift S3 Spark DigitalOcean etc.
  • Statistical and data mining techniques: GLM/Regression Random Forest Boosting Trees text mining social network analysis etc.
  • Google Analytics Site Catalyst Coremetrics Adwords Crimson Hexagon Facebook Insights etc.
  • Computing Tools - Map/Reduce Hadoop Hive Spark Gurobi MySQL etc.
  • Database languages such as SQL NoSQL
  • Analytical tools and languages such as SAS & Mahout.
  • Practical experience with ETL data processing etc.
  • Proficiency in MATLAB.
  • Data visualization software such as Tableau or Qlik.
  • Proficient in mathematics and calculations.
  • Spreadsheet tools such as Microsoft Excel or Google Sheets
  • DBMS
  • Operating Systems and software platforms
  • Knowledge about customer domain and about sub domain where problem is solved
  • Proficient in at least 1 version control tool like git bitbucket
  • Have experience working with project management tool like Jira
Additional Comments:
Must have -Statistical Concepts, SQL, Machine Learning (Regression and Classification), Deep Learning (ANN, RNN, CNN), Advanced NLP, Computer Vision, Gen AI/LLM (Prompt Engineering, RAG, Fine Tuning), AWS Sagemaker/Azure ML/Google Vertex AI, Basic implementation experience of Docker, Kubernetes, kubeflow, MLOps, Python (numpy, panda, sklearn, streamlit, matplotlib, seaborn)
Skills:
Data Management,Data Science,Python
About Company:
UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world's best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients' organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact--touching billions of lives in the process.

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Job Detail

  • Job Id
    JD3824568
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Pune, Maharashtra - Kolkata, West Bengal, India
  • Education
    Not mentioned
  • Experience
    Year