Senior Data Scientist
Capgemini · Noida · onsite · Posted 51d ago
Undisclosed4–8 yrsfulltimeSourced from
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About this role
At Capgemini Invent, we believe difference drives change. As inventive transformation consultants, we blend our strategic, creative and scientific capabilities,collaborating closely with clients to deliver cutting-edge solutions. Join us to drive transformation tailored to our client''s challenges of today and tomorrow.Informed and validated by science and data. Superpowered by creativity and design. All underpinned by technology created with purpose.
Your Role
- Develop and implement ML/NLP models for various business use cases. Analyze and preprocess data, ensuring quality and security compliance. Collaborate with stakeholders to understand requirements and deliver solutions.
- Support ML asset creation and contribute to knowledge sharing within the team. Assist in deploying models using ML pipelines and MLOps practices on cloud or on-premises environments. Stay updated with industry trends and propose innovative AI/ML solutions.
- Programming Languages: Python (NumPy, Pandas, Matplotlib, Seaborn), SQL.Databases: RDBMS (MySQL, Oracle), NoSQL (MongoDB, Cassandra)
- ML/DL Frameworks: Scikit-learn, TensorFlow, PyTorch.Big Data Frameworks: Spark (Spark-ML), H2O (basic exposure.Cloud Platforms: Azure/AWS/GCP (basic experience)
- .Visualization Tools: Tableau, Power BI. Gen AI LLMs: Familiarity with OpenAI GPT, LLaMA, or similar models; experience with LangChain or similar frameworks for RAG
Your Profile
- Predictive modeling using regression, classification, and ensemble methods. Basic experience with deep learning (CNN, RNN, LSTM) and NLP techniques (sentiment analysis, text classification).
- Familiarity with clustering, dimensionality reduction, and recommendation systems. Exposure to OCR, speech recognition, or computer vision is a plus.
- Understanding of model deployment and MLOps concepts. Exposure to Generative AI concepts and building LLM-based applications. Understanding of RAG pipelines and vector databases.
What you will love about working here
- We recognize the significance of flexible work arrangements to provide support. Be it remote work, or flexible work hours, you will get an environment to maintain healthy work life balance.
- At the heart of our mission is your career growth. Our array of career growth programs and diverse professions are crafted to support you in exploring a world of opportunities.
- Equip yourself with valuable certifications in the latest technologies such as Generative AI.
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Skills
Llamacloud platformsclusteringComputer Visiongoogle cloud platformamazon web servicescassandraclassificationdata scientistmatplotlibLarge Language Models (LLMs)lstmdeploymentDeploying ModelscloudDeep LearningcomplianceMicrosoft AzureLangchainGenerative AiBig DataArtificial IntelligenceMachine Learning
About Capgemini
Capgemini
IT Services & Consulting
235k+
employees
1967
59 years old
Mumbai, Maharashtra
India
About
Capgemini is an AI-powered global business and technology transformation partner, delivering tangible business value.
Industries
IT Services & ConsultingAnalytics & KPOBankingSoftware Product
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