PUNE · FULLTIME
Data Scientist
Tata Consultancy Services
Pune · onsite · Posted 69d ago
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Undisclosed6–11 yrsfulltimePune
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Section · 01
About this role
- Designed, developed, and deployed Machine Learning and Deep Learning models for industrial challenges involving large-scale numerical, categorical, and time series data, as well as images and videos.
- Extensive experience in Python programming for statistical analysis, custom algorithm development, and business insight generation using ML/DL models.
- Proficient in optimization techniques including Genetic Algorithms, Linear and Quadratic Programming, and others
- Skilled in comprehensive data workflows: collection, exploratory analytics, data cleansing, feature selection, and model validation.
- Experience in deploying AI/ML solutions using MLOPs on cloud platforms such as Azure and AWS.
- Solid knowledge of NLP, Large Language Models, Retrieval-Augmented Generation, and ML algorithms such as Decision Trees, Clustering, Support Vector Machines, Artificial Neural Networks, LSTM, CNN, and YOLO, with awareness of their practical advantages and limitations.
- Motivated by continuous learning and mastery of emerging technologies and methodologies in the fields of artificial intelligence and machine learning
- Lead end to end design, development, and deployment of ML/DL solutions for complex business and industrial problems involving structured, time series, and unstructured data.
- Define modeling strategies and technical approaches, selecting appropriate ML, DL, Computer Vision, Optimization, and LLM techniques based on problem constraints and business impact.
- Oversee data science lifecycle governance, including data acquisition, exploratory analysis, feature engineering, model validation, and performance monitoring.
- Drive production grade deployment through MLOps, ensuring scalable, secure, and reliable model operations on cloud platforms such as Azure and AWS.
- Lead development of advanced analytics and optimization solutions, translating business objectives into prescriptive and decision support models.
- Provide technical leadership and mentoring to data science teams, establishing best practices in Python engineering, experimentation, and model reliability.
- Collaborate with stakeholders to translate business needs into AI solutions, clearly communicating assumptions, risks, outcomes, and measurable value.
- Continuously evaluate emerging AI/ML and LLM technologies, driving innovation, POCs, and capability building aligned with organizational strategy
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Section · 02
Skills
AimlMLOpsamazon web servicesPythonDeep LearningMicrosoft AzureData ScienceMachine Learning
Section · Company
About TCS
Tata Consultancy Services
IT Services & Consulting
608.0k+
employees
1968
58 years old
Mumbai, Maharashtra
India
About
An IT services and consulting firm offering business solutions, committed to driving innovation for global enterprises.
Industries
IT Services & ConsultingFinancial ServicesInternetEducation & TrainingBPO
Employee ratings
1,14,115 reviews
3.3/ 5
Culture
3.2
Career growth
2.3
Work-life
3.5
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