Senior Associate - Data Scientist

Nuveen; Pune District; Sur place; INR 400 000 - 700 000; Plein temps

Résumé du poste

Nuveen is seeking a Senior Specialist in Data Science to develop large-scale analytics products and extract insights from structured and unstructured data using advanced ML and DL techniques. You will build end-to-end data science solutions and deploy models within enterprise platforms.

You will work with Python, SQL, and state-of-the-art libraries, delivering forecasting, profiling, and recommender-style solutions.

Qualifications

• Python and SQL proficiency.
• Machine learning: Decision Trees, SVM, GBMs, regression.
• Deep learning frameworks: TensorFlow, Keras, PyTorch.
• Libraries: scikit-learn, XGBoost.
• Databricks/Spark and Snowflake experience.
• MLflow or AWS SageMaker for deployment.
• Tableau for visualization.

Responsabilités

• They build metaheuristic algorithms to derive optimal data insights.
• Develop multi-level forecasting to predict user trends and forecast outcomes.
• Implement end-to-end data science products from raw data to deployable models.
• Apply advanced ML/DL techniques and statistical methods to business problems.

Connaissances

Python

SQL

Machine Learning

Deep Learning

TensorFlow

Keras

PyTorch

Scikit-learn

XGBoost

Databricks/Spark

Snowflake

MLflow

AWS SageMaker

Tableau

Formation

Bachelor's degree in a relevant field

Outils

Databricks/Spark

Snowflake

MLflow

Tableau

TensorFlow

Keras

PyTorch

Scikit-learn

XGBoost

AWS SageMaker

Description du poste

Senior Specialist - Data Scientist - IN

The role is responsible for developing large scale & high impact analytical / data science products to understand & derive insights from structured & unstructured data using scientific methods, processes, algorithms and systems.

Key Responsibilities and Duties

They build metaheuristic algorithms to derive optimal data insights, multi level forecasting algorithms to predict user trends and are responsible for implementation of end to end data science products. They should have extensive knowledge & experience of Data & Machine Learning Algorithms (such as Decision Trees, SVM, GBMs, Topic Modelling, Regression), Deep Learning algorithms (such as CNN, RNN & LSTMs) and statistical libraries (such as TensorFlow, Keras, Pytorch, etc.). They should have hands on experience on techniques such as user profiling, optimization, pattern mining / detection, classification / regression modelling, recommender systems & deep learning models etc.

Educational Requirements

University (Degree) Preferred Work Experience 5+ Years Required; 7+ Years Preferred

Physical Requirements

Physical Requirements: Sedentary Work

Career Level

8IC Experience: Total 8-10 Year, 4+ years relevant to Data Science

Required Skills

Python and SQL proficiency Machine learning (Decision Trees, SVM, GBMs, regression) Deep learning frameworks (TensorFlow, Keras, PyTorch) Libraries: scikit-learn, XGBoost Databricks/Spark and Snowflake experience MLflow AWS SageMaker or similar deployment platforms Tableau for visualization

Preferred Skills/Good to have skills

Advance analytics acumen + LLM knowledge good to have Prompt and context engineering

Related Skills

Business Acumen, Data Preprocessing, Data Science, Innovation, Machine Learning, Market/Industry Dynamics, Predictive Modeling, Programming, Statistics

Company Overview

TIAA Global Capabilities was established in 2016 with a mission to tap into a vast pool of talent, reduce risk by insourcing key platforms and processes, as well as contribute to innovation with a focus on enhancing our technology stack. TIAA Global Capabilities is focused on building a scalable and sustainable organization , with a focus on technology , operations and expanding into the shared services business space. Working closely with our U.S. colleagues and other partners, our goal is to reduce risk, improve the efficiency of our technology and processes and develop innovative ideas to increase throughput and productivity. We are an Equal Opportunity Employer. TIAA does not discriminate against any candidate or employee on the basis of age, race, color, national origin, sex, religion, veteran status, disability, sexual orientation, gender identity, or any other legally protected status. Our Culture of Impact At TIAA, we're on a mission to build on our 100+ year legacy of delivering for our clients while evolving to meet tomorrow's challenges. We equip our associates with future-focused skills and AI tools that enable us to advance our mission. Together, we are fighting to ensure a more secure financial future for all and for generations to come. We are guided by our values: Champion Our People, Be Client Obsessed, Lead with Integrity, Own It, and Win As One. They influence every decision we make and how we work together to serve our clients every day. We thrive in a collaborative in-office environment where teams work across organizational boundaries with shared purpose, accelerating innovation and delivering meaningful results. Our workplace brings together TIAA and Nuveen's entrepreneurial spirit, where we work hard and work together to create lasting impact. Here, every associate can grow through meaningful learning experiences and development pathways—because when our people succeed, our impact on clients' lives grows stronger.

Accessibility Support

TIAA offers support for those who need assistance with our online application process to provide an equal employment opportunity to all job seekers, including individuals with disabilities. If you are a U.S. applicant and desire a reasonable accommodation to complete a job application please use one of the below options to contact our accessibility support team: Phone: [phone] Email: [e-mail]

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Privacy Notices For Applicants of TIAA, Nuveen and Affiliates residing in US (other than California), click here. For Applicants of TIAA, Nuveen and Affiliates residing in California, please click here. For Applicants of TIAA Global Capabilities, click here. For Applicants of Nuveen residing in Europe and APAC, click here. TIAA started out over 100 years ago to help ensure teachers could retire with dignity. Today, many people who work at not-for-profits rely on our wide range of financial products and services to support and strengthen their financial well-being. Privacy Notices For Applicants of TIAA, Nuveen and Affiliates residing in US (other than California), click here. For Applicants of TIAA, Nuveen and Affiliates residing in California, please click here. For Applicants of TIAA Global Capabilities, click here. For Applicants of Nuveen residing in Europe and APAC, click here. Nondiscrimination & Equal Opportunity Employment TIAA is committed to providing equal opportunity across all employment practices and we believe our employees have a right to a diverse and inclusive workplace. EEO is the Law Pay Transparency Philadelphia Ban the Box

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