sr Data Scientist (Karnataka)

sr Data Scientist (Karnataka)

04 Aug
|
Stack Digital
|
Karnataka

04 Aug

Stack Digital

Karnataka

1. This is a Data Science heavy role, 70% of the job is in core AI/ML skills and 30% usage of LLMs

2. The job involves building, training and testing ML models in GCP as Lowe s is primarily on GCP

3. Knowledge and experience of working with DS Algorithms is important

4. The candidates need to have strong hands on AI/ML experience with any of the 3 native cloud providers .GCP is preferred, but they can be AWS or Azure experienced resources too.

5. Candidates who have basic experience on doing AI/ML code on Jupyter notebook and not having experience of deploying models into product and scaling it will not be considered. Candidates must have working knowledge of having deployed ML models into production and scaling the same.

Key Responsibilities:

- Mines and extracts data and applies statistics and algorithms necessary to derive insights for Digital products and or services.
- Supports the generation of an automated insights generation framework for business partners to effectively interpret data
- Provides actionable insights through data science on Personalization, Search & Navigation, SEO & Promotions, Supply Chain, Services, and other related services .
- Develops dashboard reports that measure financial results, customer satisfaction, and engagement metrics
- Conducts deep statistical analysis, including predictive and prescriptive modeling in order to provide the organization a competitive advantage
- Maintains expert-level knowledge on industry trends, emerging technologies, and new methodologies and applies it to projects
- Contributes subject-matter expertise on automation and analytical projects, collaborating across functions
- Translates requirements into an analytical approach; asks the right questions to understand the problem; validates understanding with Stakeholder or Manager
- Contributes for building the analytic approach to solving a business problem; helps identify the sources, methods, parameters, and procedures to be used; clarifies expectations with stakeholders
- Leverages deep understanding of statistical techniques and tools to analyze data according to the project plan; communicates with stakeholders to provide updates




- Prepares final recommendations, ensuring solutions are best-in-class, implementable and scalable in the business
- Executes plans for measuring impact based on discussions with stakeholders, partners and senior team members
- Executes projects with full adherence to enterprise project management practices

Technical Competencies

- Data Gathering and Analysis
- Big Data Computing
- Cloud Computing
- Software Development
- Big Data Management and Analytics
- Qualifications

Minimum Qualifications:
Bachelors Degree in Mathematics, Statistics, Physics, Economics, Engineering, Computer Science, Data or Information Science, or related quantitative analytic field AND 4 years of experience in analytics AND 2 years of programming experience (Python, Java, Scala, Rust, etc.)
OR
Masters Degree in Mathematics, Statistics, Physics, Economics, Engineering, Computer Science, Data or Information Science, or related quantitative analytic field AND 2 years of experience in analytics AND 1 year of programming experience (Python, Java, Scala, Rust, etc.)
OR
Ph.D. in Mathematics, Statistics, Physics, Economics, Engineering, Computer Science, Data or Information Science, or related quantitative analytic field AND 1 year of experience in analytics
ALSO
Knowledge of SQL and various statistical modeling or machine learning techniques Conceptual

- Must have
- Intermediate knowledge of common DS algorithms (unsupervised approaches like clustering, regression methods, optimization) - understanding of where these different approaches are applicable and how they might fit together
- Conceptual understanding of the importance of code quality and standards
- Ability to effectively frame and propose a solution to a problem end to end given a use case or simple business problem statement




- Ability to design and execute scientific experiments to answer specific technical questions
- Understanding of basic linear algebra/matrix theory
- Understanding of basic code performance considerations (e.g., understanding big-O)
- Understanding of basic probability & statistics theory

- Nice to have

- Example projects to demonstrate all the above
- Understanding of advanced mathematics (DEs/PDEs, Graph Theory, Optimization Theory, etc.)
- Experience reviewing and applying academic literature to real world problems
- Experience with advanced DS algorithms (e.g., LLM fine-tuning, Graph clustering, custom neural network regularization, etc.)

Technical

- Must have
- Intermediate proficiency using python 3
- Intermediate proficiency of at least one graphing & visualization library (e.g., matplotlib, seaborn, plotly, etc.)
- Intermediate knowledge of common DS stack packages (scipy, sklearn, tensorflow, pytorch, numpy, pandas, etc.)
- Basic to intermediate knowledge of SQL
- Experience with reading (writing) data from (to) a cloud service (e.g., Google Cloud Storage
- Experience with deploying ML solutions at scale (e.g., Kubeflow, VertexAI, Airflow, PySpark, etc.)GCP or any cloud is must to have

- Nice to have

- Advanced knowledge of and examples to demonstrate said knowledge of all the above
- Experience building microservice APIs
- Experience using model monitoring technologies
- Experience with IDEs & introspective/interactive debugging

Communication

- Must have
- Explicit technical articulation; ability to introspectively explain thought processes while solving a problem
- Clear understanding of use cases and proposed business value
- Ability to ask insightful questions to develop clarified use case understanding

- Nice to have

- Experience consulting with business users and developing solutions that fit

Disclaimer : This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

📌 sr Data Scientist (Karnataka)
🏢 Stack Digital
📍 Karnataka

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