622316 - 1978070 Indian Rupee - Yearly
Pune, Maharashtra, India
Finance & Banking
Full-Time
Pontoon Global Solutions
Overview
Experience :- 4-5yrsYour Responsibility
- Play a key role to solve complex problems, pivotal to Walmart’s business and drive actionable insights from petabytes of data
- Utilize product mindset to build, scale and deploy holistic data science products after successful prototyping
- Demonstrate incremental solution approach with agile and flexible ability to overcome practical problems
- Lead small teams and participate in data science project teams by serving as the technical lead for project
- Partner with senior team members to assess customer needs and define business questions
- Clearly articulate and present recommendations to business partners, and influence future plans based on insights
- Partner and engage with associates in other regions for delivering best services to the customers around the globe
- Work with customer centric mindset to deliver high quality business driven analytic solution
- Mentor peers and analysts across the division in analytical best practices
- Drive innovation in approach, method, practices, process, outcome, delivery, or any component of end-to-end problem solving
- Promote and support company policies, procedures, mission, values, and standards of ethics and integrity
Your Qualifications
- Bachelor's with > 7 years of relevant experience OR Masters with > 5 years of relevant experience OR PHD in Comp Science/Statistics/Mathematics with > 3 years of relevant experience
- Experience in Analyzing the Complex Problems and translate it into data science algorithms
- Experience in machine learning, supervised and unsupervised: NLP, Classification, Data/Text Mining, Multi-modal supervised and unsupervised models, Neural Networks, Deep Learning Algorithms
- Experience in statistical learning: Predictive & Prescriptive Analytics, Web Analytics, Parametric and Non-parametric models, Regression, Time Series, Dynamic/Causal Model, Statistical Learning, Guided Decisions, Topic Modeling
- Experience with big data analytics - identifying trends, patterns, and outliers in large volumes of data
- Embedding generation from training materials, storage and retrieval from Vector Databases, set-up and provisioning of managed LLM gateways, development of Retrieval augmented generation based LLM agents, model selection, iterative prompt engineering and finetuning based on accuracy and user-feedback, monitoring and governance.
- Lead role mentoring multiple Jr. Analysts on approach and results.
- Strong Experience in Python, PySpark
- Google Cloud platform ,Vertex AI, Kubeflow, model deployment
- Strong Experience with big data platforms – Hadoop (Hive, Map Reduce, HQL, Scala)
Additional Preferred Qualifications:
- Domain Knowledge of one or more divisions in Retail
- Published papers or given talks in leading academic and research journals
- Published papers or given talks in Data Science Forums
- Hold data science related patents
- Experience with big data platforms - Hadoop(Hive, Pig, Map Reduce, HQL) / Spark
- Experience in deep learning and worked in TensorFlow and Torch
- Experience with GPU/CUDA for computational efficiency
Job Type: Full-time
Pay: ₹622,315.98 - ₹1,978,070.52 per year
Schedule:
- Day shift
Ability to commute/relocate:
- Bengaluru, Karnataka: Reliably commute or planning to relocate before starting work (Preferred)
Education:
- Bachelor's (Preferred)
Location:
- Bengaluru, Karnataka (Preferred)
Work Location: In person
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