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Job Description
Your Role
- Lead the design, development, and implementation of 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 scalable solutions.Drive ML asset creation and contribute to knowledge sharing within the team.
- Oversee deployment of models using ML pipelines and advanced MLOps practices on cloud or on-premises environments.
- Stay updated with industry trends and propose innovative AI/ML solutions, including Generative AI and LLM-based applications
Your Profile
- 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
- Cloud Platforms: Azure/AWS/GCP.Visualization Tools: Tableau, Power BI.Gen AI LLMs: Familiarity with OpenAI GPT, LLaMA, or similar models; experience with LangChain or similar frameworks for RAG.
- Predictive modeling using regression, classification, and ensemble methods.Advanced experience with deep learning (CNN, RNN, LSTM) and NLP techniques (sentiment analysis, text classification, entity recognition).
- Familiarity with clustering, dimensionality reduction, and recommendation systems.Exposure to OCR, speech recognition, or computer vision is a plus.Strong understanding of model deployment and MLOps concepts.Hands-on experience with 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.
Skills
AiMatplotlibAzureGenerative AiComplianceLangchainLstmCassandraBig DataPythonDeep LearningImplementationPredictive ModelingMysqlVisualizationAi/mlAiMlSqlLlmLlmsGenerative AiGen AiRagOpenaiGptLangchainPytorchTensorflowScikit-learnNumpyPandasNlpComputer VisionMlopsModel DeploymentOcrSpeech RecognitionSentiment AnalysisRecommendation SystemsData ScientistIf a job posting appears fraudulent, asks for payment, contains misleading information, or violates our guidelines, please report it immediately. Our team will review it promptly, Jobaaj does not charge any fee from the applicants.
About Company
Capgemini was founded by Serge Kampf in 1967 as an enterprise management and data processing company. The company was founded as the Société pour la Gestion de l'Entreprise et le Traitement de l'Information (Sogeti).
In 1974, Sogeti acquired Gemini Computer Systems, an American company based in New York. In 1975, having made two major acquisitions of CAP (Centre d'Analyse et de Programmation) and Gemini Computer Systems, and following the resolution of a dispute with the similarly named CAP UK over the international use of the name 'CAP', Sogeti renamed itself as CAP Gemini Sogeti.
Capgemini stands as a global leader in consulting, technology services, and digital transformation, recognized for its commitment to delivering innovative solutions that enable clients to navigate the complexities of the digital era. With a presence in more than 40 countries, Capgemini leverages its deep industry expertise and cutting-edge technologies such as cloud, digital, and platforms to help businesses reimagine their operations and achieve substantial outcomes.
The company's approach is deeply rooted in a powerful collaborative ethos, partnering with clients to address their most critical business challenges and opportunities. A Capgemini career offers a window into the forefront of technological advancements and transformative projects across various industries, making it a highly sought-after workplace for those looking to make a significant impact in the tech sector.
Embarking on a Capgemini career means joining an innovative and inclusive community where continuous learning and professional growth are not just encouraged but embedded in the company's culture. Capgemini is dedicated to nurturing talent and providing its employees with the tools and opportunities to excel and drive change. A Capgemini career is characterized by a diverse and dynamic environment where individuals from various backgrounds come together to solve complex problems and deliver exceptional value to clients.
The company's commitment to employee development is evident through its extensive training programs, mentorship opportunities, and a career path that offers both vertical and horizontal progression. For those passionate about leveraging technology to make a difference, a Capgemini career provides an enriching platform to develop skills, work on groundbreaking projects, and be part of a global team that values innovation, collaboration, and making a positive impact on the world.
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