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Teradata - Data Scientist - Machine Learning / Artificial Intelligence

Teradata - Data Scientist - Machine Learning / Artificial Intelligence

TeradataPune
27 days ago
Job description

Job Description is seeking a highly skilled and client-focused Data Scientist to join our dynamic ASIA PS Consulting team based out of India.

In this role, you will be instrumental in delivering impactful analytical solutions to our diverse customer base, leveraging Teradata's industry-leading data platform and advanced analytics capabilities.

With a strong emphasis on Voice Analytics for the next year, you will work closely with clients to understand their business challenges and translate them into actionable data-driven insights.

You will also play a crucial role in the sales cycle, providing technical expertise and support to our Consulting Sales Executives by conducting presentations, engaging in architecture discussions, and accurately scoping project requirements.

This position offers a unique blend of technical mastery, client interaction, and business impact, making it an ideal opportunity for a data scientist who thrives in a fast-paced, customer-centric environment within a leading data and analytics company.

What You Will Do :

Client-Centric Solution Delivery :

  • Design, develop, and deploy customized analytical solutions to address specific client business needs

leveraging Teradata Vantage and related technologies.

  • Conduct thorough data exploration, feature engineering, and model development using machine learning and statistical techniques within the Teradata ecosystem.
  • Implement and optimize machine learning models in production environments on Teradata platforms, ensuring scalability and performance.
  • Generate clear, concise, and actionable reports and presentations to communicate findings and recommendations to clients.
  • Provide ongoing technical support and guidance to clients, ensuring successful solution adoption and utilization, with a focus on Teradata specific tools and processes.

    • Voice Analytics Expertise :

  • Posses deep expertise in Voice Analytics, staying current with the latest advancements in NLP, speech recognition, and related technologies, and how they can integrate with Teradata.
  • Utilize techniques such as sentiment analysis, topic modeling to extract valuable insights from voice data, optimized for Teradata's parallel processing capabilities.
  • Build and fine-tune custom voice analytics models tailored to specific client requirements, leveraging Teradata's in-database analytics.

    • Pre-Sales and Sales Support :

  • Collaborate with Teradata sales executives to understand client needs and develop tailored solution proposals.
  • Deliver compelling technical presentations and demonstrations showcasing the capabilities of Teradata Vantage.
  • Engage in detailed architectural discussions with potential clients, providing expert guidance on solution design and integration with Teradata platforms.
  • Accurately scope project requirements, estimate effort, and contribute to the development of Statements of Work (SOWs).
  • Address technical questions from clients and prospects regarding Teradata's capabilities.

    • Teradata Platform Expertise :

  • Utilize Teradata Vantage and related tools for data warehousing, data processing, and machine learning.
  • Optimize data pipelines and queries for performance on Teradata platforms.
  • Leverage Teradata's in-database analytics capabilities to build and deploy machine learning models.
  • Understand and apply best practices for data management and security within the Teradata environment.

    • Advanced AI / ML and Vector Store :

  • Generate Vector Embeddings and manage Vector Stores for efficient storage and retrieval of high dimensional embeddings representing text, audio, and other data types for semantic search and similarity analysis.
  • Develop and deploy Retrieval-Augmented Generation (RAG) based architectures to enhance the accuracy and contextuality of AI-powered applications.

    • Data Science Best Practices :

  • Apply statistical modeling, machine learning, and data mining techniques to solve complex business problems.
  • Develop and maintain data science workflows and documentation.
  • Stay up-to-date on the latest advancements in data science, machine learning, and related technologies.

    • Collaboration and Communication :

  • Work closely with cross-functional teams, including product, engineering, and sales, to ensure seamless solution delivery.
  • Effectively communicate complex technical concepts to both technical and non-technical audiences.
  • Build and maintain strong relationships with clients, fostering trust and ensuring customer satisfaction.

    • Who Youll Work With :

  • Work in close coordination with Pre-Sales Data Science teams to serve global customers.
  • Work closely with cross-functional teams, including product, engineering, and sales, to ensure seamless solution delivery.

    • What Makes You a Qualified Candidate :

  • Bachelors, Masters or PhD degree in a related discipline (Mathematics, Statistics, Computer Science, or

    • Data Science).

  • 8 years of related work and / or research experience in quantitative roles.
  • In-depth knowledge in at least 1 of the following data science domains other than Signal Processing, Image, Video, Voice.
  • Text Mining / NLP.
  • Graph and Network Analysis.
  • Deep Learning / Gen AI.
  • Geospatial Analysis.
  • Predictive Modeling and Recommender Systems.
  • Extensive knowledge of at least one open-source scientific language such as Python.
  • Knowledge of working with AI / ML modules of cloud providers is a plus.
  • Fluency in SQL and good knowledge of relational databases.
  • Passionate about asking and answering questions in large, distributed datasets.
  • Experience with at least one general purpose, high level programming language such as C / C++, Java, PHP, or Python.

    • What Youll Bring :

  • Experience implementing end-to-end large scale Machine Learning / AI project.
  • Experience in Python, SQL.
  • Be a clear and confident communicator with excellent presentation skills and with the ability to translate technology concepts into concise business focused messages in both technical and sales presentations.
  • Possess strong interpersonal and communication skills.
  • Be proficient in the use of both written and spoken business English.
  • Proven skills in creative-problem-solving of complex and advanced technical subject matter.
  • Possess a solid understanding of the value of data and how technology enables companies to compete better in the market place.
  • Be able to consult in a client facing environment, linking analytical solutions to the value and competitive advantage that technology can help a client deliver.
  • Will have prior experience of working in a multi-country organization.
  • Have the ability to collaborate with an interdisciplinary team to solve problems.
  • Be self-starter with a positive attitude, intellectual curiosity and a passion for analytics and solving real world problems.
  • Be willing to travel up to 40-70%.

    • Why We Think Youll Love Teradata :

  • We prioritize a people-first culture because we know our people are at the very heart of our success.
  • We embrace a flexible work model because we trust our people to make decisions about how, when, and where they work.
  • We focus on well-being because we care about our people and their ability to thrive both personally and professionally.
  • We are an anti-racist company because our dedication to Diversity, Equity, and Inclusion is more than a statement.
  • It is a deep commitment to doing the work to foster an equitable environment that celebrates people for all of who they are.
  • Teradata invites all identities and backgrounds in the workplace.
  • We work with deliberation and intent to ensure we are cultivating collaboration and inclusivity across our

    • global organization.

    ref : hirist.tech)

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