TATata Consultancy Service
Data Science
Pune Posted 19 Dec 2023
FULL TIME
D3.Js
Hive
Machine Learning
Pig
Spark
+13 more
Job Description
TCS is Hiring for Data Science
Experience Range- 6 to 8 Years(Relevant)
Location: Pune
JD:
Key Responsibilities:
- Understand business process/ business problems and device Machine Learning solutions to optimize business processes wherever possible.
- Formulating machine learning solutions to business metrics, designing features from the data available from many large data sources, training, evaluating, and deploying models in production
- Developing high-performance algorithms for precision targeting, testing and implementing these algorithms in scalable, production-ready code; Interacting with other teams to define interfaces and understanding and resolving dependencies
- Developing coding in high-level languages such as R, Python, Java
- Architect ML solutions in cloud infrastructure
- Lead team of Junior ML engineers and Data Scientists for PoC and AI/ML solution prototypes
Technical Skills
- Bachelors or higher computational science with an emphasis in Machine Learning
- Minimum 6 years of experience of writing production quality code.
- Experience with traditional as well as modern statistical techniques, including Regression, Support Vector Machines, Regularization, Boosting, Random Forests, and other Ensemble Methods
- Experience with end-to-end modelling projects emerging from research efforts
- Experience in creating large data feature stores for Machine learning in Teradata or similar databases.
- Adequate presentation and communication skills to explain results and methodologies to nontechnical stakeholders.
- Experience with data visualization tools, such as D3.js, GGplot, etc.
- Your GitHub/Kaggle profile showing a project or problems you've tackle
- Basic understanding of the banking industry
- Experience with deploying ML models in production
- Developer / Architect Certification in AWS or Azure
- Implementation experience with high-level languages, such as R, Python, Perl, Ruby, Scala or similar scripting languages.
- Familiarity with Linux/Unix/Shell environments.
- Strong hands-on skills in sourcing, cleaning, manipulating and analysing large volumes of data
- Architecture and programming knowledge of data processing on Hadoop programming environments (e.g., Spark/Hive/Pig).
Interested candidates pls share your cv to mailid:[HIDDEN TEXT] with subject ' Data Science' for further discussion.