UG
Lead I - Data Science
UST Global
India · On-site Full-time Mid Level 2w ago
About the role
Job Details
- Experience: 5 - 7 Years
- Openings: 1
- Location: Kolkata
Role Description
ROLE: Mid Level Data Scientist
Requirements
- Professional experience of 5-7 years in business analysis, requirement gathering, solution workflow design for AI/ML/Analytics project
- Experience in programming skills in Python and SQL
- Strong understanding of ML libraries and applications e.g., Time series analysis, Neural Net, SVMs, boosting methods and implementation using Python
- Experience in Deep learning techniques
- Excellent Communication skills to effectively collaborate with business SMEs, UX team
- Intermediate knowledge with Dev Ops practices, including CICD, Automation, Build Management, and Versioning
- Understanding of Cloud services, including Microsoft Azure, GCP or Amazon Web Service
- Experience in LLM/Gen AI - Prompt Engineering, RAG and parameter hypertuning
- Experience in Pyspark will be an added advantage
Responsibilities
- Excellent problem solving, Critical and Analytical thinking skills and hands on coding skills
- Proficient in Data fetch, data merge, data wrangling, exploratory data analysis and feature engineering
- Python, SQL Skills with working knowledge of machine learning algorithms
- Drive client engagement fully and align the development team towards a technical roadmap
- Implements analytical requirements by defining and analysing system problems; designing and testing standards and solutions
- Develops solution by preparing and evaluating alternative workflow solutions
- Determines operational objectives by studying business functions; gathering information; evaluating output requirements and formats
- Designs new analytical solutions by analysing requirements; constructing workflow charts and diagrams; studying system capabilities; writing specifications
- Improves systems by studying current practices; designing modifications
- Recommends controls by identifying problems; writing improved procedures
- Defines project requirements by identifying project milestones, phases, and elements; forming project team; establishing project budget
- Monitors project progress by tracking activity; resolving problems; publishing progress reports; recommending actions
- Maintains system protocols by writing and updating procedures
- Provides references for users by writing and maintaining user documentation; providing help desk support; training users
- Maintains user confidence and protects operations by keeping information confidential
- Prepares technical reports by collecting, analysing, and summarizing information and trends
- Maintains professional and technical knowledge by attending educational workshops; reviewing professional publications; establishing personal networks; benchmarking state-of-the-art practices; participating in professional societies
Skills
- data science
- python
- sql
- machine learning
About UST
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.
Requirements
- Professional experience of 5-7 years in business analysis, requirement gathering, solution workflow design for AI/ML/Analytics project
- Experience in programming skills in Python and SQL
- Strong understanding of ML libraries and applications e.g., Time series analysis, Neural Net, SVMs, boosting methods and implementation using Python
- Experience in Deep learning techniques
- Excellent Communication skills to effectively collaborate with business SMEs, UX team
- Intermediate knowledge with Dev Ops practices, including CICD, Automation, Build Management, and Versioning
- Understanding of Cloud services, including Microsoft Azure, GCP or Amazon Web Service
- Experience in LLM/Gen AI - Prompt Engineering, RAG and parameter hypertuning
Responsibilities
- Excellent problem solving, Critical and Analytical thinking skills and hands on coding skills
- Proficient in Data fetch, data merge, data wrangling, exploratory data analysis and feature engineering
- Python, SQL Skills with working knowledge of machine learning algorithms
- Drive client engagement fully and align the development team towards a technical roadmap
- Implements analytical requirements by defining and analysing system problems; designing and testing standards and solutions
- Develops solution by preparing and evaluating alternative workflow solutions
- Determines operational objectives by studying business functions; gathering information; evaluating output requirements and formats
- Designs new analytical solutions by analysing requirements; constructing workflow charts and diagrams; studying system capabilities; writing specifications
- Improves systems by studying current practices; designing modifications
- Recommends controls by identifying problems; writing improved procedures
- Defines project requirements by identifying project milestones, phases, and elements; forming project team; establishing project budget
- Monitors project progress by tracking activity; resolving problems; publishing progress reports; recommending actions
- Maintains system protocols by writing and updating procedures
- Provides references for users by writing and maintaining user documentation; providing help desk support; training users
- Maintains user confidence and protects operations by keeping information confidential
- Prepares technical reports by collecting, analysing, and summarizing information and trends
- Maintains professional and technical knowledge by attending educational workshops; reviewing professional publications; establishing personal networks; benchmarking state-of-the-art practices; participating in professional societies
Skills
AI/MLAmazon Web ServiceCICDCloudData ScienceDeep learningDev OpsGCPGen AILLMMachine learningMicrosoft AzureNeural NetPrompt EngineeringPythonRAGSQLSVMsTime series analysisUX
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