Data Scientist
- Capgemini
- 4 to 8 Yrs
- karnataka
- 6 months ago
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Job Description
- At Capgemini Invent, we believe that 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. Our approach is informed and validated by science and data, superpowered by creativity and design, all underpinned by technology created with purpose. Your Role: - You should have 4-5 years of experience with hands-on experience in data science and machine learning techniques & algorithms for supervised & unsupervised problems, NLP, and computer vision, preferably in the Life Sciences domain. - Proficiency in data mining and data cleansing techniques is required. - Excellent understanding and hands-on experience in building Deep-learning models for text & image analytics using tools such as ANNs, CNNs, LSTM, Transfer Learning, Encoder and decoder, etc. - Proficient in coding in common data science languages & tools like R, Python, Go, SAS, Matlab, etc. - Experience with common data science toolkits such as NumPy, Pandas, StatModel, Scikit learn, SciPy, NLTK, Spacy, Gensim, OpenCV, MLFlow, Tensorflow, Pytorch, etc. - Solid understanding and hands-on experience of data science and machine learning techniques & algorithms for supervised and unsupervised problems, such as k-NN, Regression, Naive Bayes, SVM, Decision Tree, Random Forests, k-means, PCA, SVD, GenAI (LLM), etc. - Familiarity with common data science frameworks like Tensorflow, Keras, PyTorch, XGBoost, H2O, etc. - Exposure or knowledge in cloud (AWS/GCP/Azure) and big data technologies such as Hadoop, Hive, MapReduce, Pyspark, etc. Your Profile: - You should hold a Post-Graduate degree (M.E/ M.Tech/ M.Sc, etc) with experience in deploying models in production. - Experience in data management and visualization tasks. - Excellent understanding and hands-on experience in NLP and computer vision. - Familiarity with database systems of SQL and NoSQL. - Familiarity with data visualization tools such as Tableau, MS PowerBI, etc. - Ability to think creatively to solve real-world business problems, possessing critical thinking and problem-solving capabilities. - Data-oriented personality with hands-on experience in GenAI. - Good presentation skills with proficiency in verbal and written communication. - Knowledge or hands-on experience of exposure to large-scale datasets and respective tools & frameworks like Hadoop, Pyspark, etc. - Knowledge or hands-on experience in the deployment of models in production & deployment. What You Will Love About Working Here: - We recognize the significance of flexible work arrangements to provide support, offering remote work and flexible work hours to maintain a healthy work-life balance. - Your career growth is at the heart of our mission, with an array of career growth programs and diverse professions crafted to support you in exploring a world of opportunities. - Equip yourself with valuable certifications in the latest technologies such as Generative AI. Capgemini is a global business and technology transformation partner, helping organizations accelerate their dual transition to a digital and sustainable world while creating tangible impact for enterprises and society. With a responsible and diverse group of 340,000 team members in over 50 countries, Capgemini's strong over 55-year heritage is trusted by clients to unlock the value of technology to address the entire breadth of their business needs. The company delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fueled by market-leading capabilities in AI, generative AI, cloud, and data, combined with deep industry expertise and a strong partner ecosystem.,
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: Not SpecifiedFunctional Area: Not SpecifiedRole/Responsibilies: Data ScientistContact Details:
Company: CapgeminiLocation(s): Karnataka
Keyskills: machine learning NLP computer vision statistics data mining data cleansing text analytics coding R Python SAS Matlab NumPy SciPy NLTK OpenCV Regression SVM PCA Hadoop Hive MapReduce SQL NoSQL Tableau critical thinking problem solving data visualization verbal communication written communication datascience Pandas Scikit learn Tensorflow Pytorch kNN Naive Bayes Keras
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