Data Scientist

2 months ago

Bangalore, India Adobe Full time

JOB LEVEL

P20

EMPLOYEE ROLE

Individual Contributor

The Opportunity

A data scientist with a deep understanding of data analysis, Big Data & Cloud technologies, AI & machine learning, Gen AI, and NLP techniques.

This role involves a combination of data analysis, model development, and critical thinking to tackle sophisticated business problems working across different stages of the development project using data science & technologies to provide solutions and interact directly with enterprise customers for the Adobe Experience Platform

What You'll Do
  • Work with Adobe customers to capture requirements, map solutions & make recommendations. Document projects with clear business objectives, provide data gathering & data preparation, final algorithm, detailed set of results
  • Experience in Natural Language Processing, Gen AI and Image processing
  • Support the execution of Data Science solutions to business problems
  • Innovate on new insights to tackle customer needs & assist in building GTM strategies for new solutions
  • Experience in AIML modeling like propensity models, clustering, regression, etc.
  • Developing ETL pipelines involving big data.
  • Developing data processing\analytics applications primarily using PySpark.
  • Experience in developing applications on the cloud (AWS/Azure/GCP) mostly using services related to storage, computing, ETL, DWH, Analytics, and streaming.
  • Clear understanding and ability to implement distributed storage, processing, and scalable applications.
  • Experience in working with SQL and NoSQL databases.
  • Ability to write and analyze SQL, HQL, and other query languages for NoSQL databases.
  • Proficiency in writing distributed & scalable data processing code using PySpark, Python and related libraries.
  • Experience in developing applications that consume the services exposed as REST APIs.
  • Understand and clean datasets, interpret outputs and make them comprehensible to understand for other teams.
  • Collaboration with consultants onshore & offshore
  • Build reusable statistical models & modify existing algorithms
  • Report on customer trends and deployment performance and identify areas that we can use target using ML/Data science solutions.
  • Responsible for developing & building low-level design as per approved Tech specs, extracting valuable insights from large datasets, building sophisticated AIML models, and driving data-driven decision-making within the organization or for the enterprise customers.
  • Get along with key partners and apply your technical proficiency in AIML, Python, R and algorithms.
What you need to succeed
  • Demonstrable experience in an AI ML role, with a focus on building data pipelines for conducting data-intensive analysis
  • 5+ years of experience with Machine Learning and algorithms for classification, clustering, prediction, recommendations, and NLP
  • 5+ years of experience with common Data Science Toolkits (i.e. R, Jupyter Notebooks, PySpark, etc.)
  • 5+ years of enterprise development using Python
  • Knowledge of Web Analytics or Digital Marketing.
  • Solid grasp of Gen AI and LLM
  • The ability to improve Standard Algorithms & experience in SQL & Data Modeling experience
  • Knowledge & experience using Amazon Sagemaker, Microsoft Azure ML or Google AI technologies
  • Demonstrate exceptional interpersonal skills and ability to multi-task simultaneous different customer projects
  • Strong verbal & written communication skills to lead customers to a successful outcome and explain sophisticated technical concepts to non-technical customers.
  • Excellent problem-solving and critical-thinking skills.
  • Experience with big data technologies and cloud platforms (e.g., AWS, Azure, Google Cloud)
  • Must be self-managed, proactive and customer-focused

Internal Opportunities

Creativity, curiosity, and constant learning are celebrated aspects of your career growth journey. Weâre glad that youâre pursuing a new opportunity at Adobe

Put your best foot forward:

1. Update your Resume/CV and Workday profile â donât forget to include your uniquely âAdobeâ experiences and volunteer work.

2. Visit the Internal Mobility page on Inside Adobe to learn more about the process and set up a job alert for roles youâre interested in.

3. Check out these tips to help you prep for interviews.

4. If you are applying for a role outside of your current country, ensure you review the International Resources for Relocating Employees on Inside Adobe, including the impacts to your Benefits, AIP, Equity & Payroll. 

Once you apply for a role via Workday, the Talent Team will reach out to you within 2 weeks. If you move into the official interview process with the hiring team, make sure you inform your manager so they can champion your career growth.

At Adobe, you will be immersed in an exceptional work environment that is recognized around the world. You will also be surrounded by colleagues who are committed to helping each other grow through our unique Check-In approach where ongoing feedback flows freely. If youâre looking to make an impact, Adobe's the place for you. Discover what our employees are saying about their career experiences on the Adobe Life blog and explore the meaningful benefits we offer.

Adobe is an equal opportunity and affirmative action employer. We welcome and encourage diversity in the workplace regardless of  gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other characteristics protected by law.

If you have a disability or special need that requires accommodation to navigate our internal careers site or to complete the application process, please contact accommodations@adobe.com.

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