Artificial Intelligence Modeler

2 weeks ago

nadiad, India beBeeArtificial Full time

Job Title: Artificial Intelligence ModelerWe are seeking a skilled Artificial Intelligence Modeler to build, test and deploy sophisticated AI systems that enhance our predictive analytics capabilities.Key Responsibilities:Designing, developing, testing and deploying machine learning models for various applicationsCollaborating with data scientists and software engineers to develop data-driven featuresOptimizing and improving the performance of existing machine learning modelsImplementing and maintaining scalable machine learning pipelines and infrastructureAnalyzing and preprocessing large datasets to extract valuable insights and featuresStaying updated with the latest developments in machine learning, deep learning and related technologiesConducting model training, validation and performance evaluation to ensure models meet the required accuracy and reliabilityCreating and maintaining documentation related to machine learning models, algorithms and processesDeveloping A/B testing frameworks and managing the deployment of models in productionRequirements:Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, Statistics or a related field3+ years of experience in AI and machine learning1+ years of experience in Generative AIProven experience as a Machine Learning Engineer, Data Scientist or in a similar roleStrong programming skills in Python, R or similar languagesProficiency with machine learning libraries and frameworks such as TensorFlow, PyTorch, scikit-learn etc. and experience with NLP libraries (e.g. NLTK, spaCy, Hugging Face Transformers)Experience with data preprocessing, data wrangling and data visualizationHands-on experience with SQL databases and API integrationExperience with text generation techniques, including language models like GPTHands-on experience with cloud platforms (AWS, GCP or Azure) and deploying models in productionSolid understanding of machine learning algorithms, deep learning architectures and statistical methodsExperience with version control systems (e.g. Git) and continuous integration/continuous deployment (CI/CD) pipelinesAbility to work in a collaborative environment and communicate effectively with cross-functional teamsNice-to-Have:Knowledge of natural language processing (NLP) and its applicationsExperience with MLOps tools and best practices for scalable model deployment and monitoringFamiliarity with data privacy and security regulationsExperience with real-time data processing and streaming technologiesExperience with reinforcement learning, generative models or unsupervised learning techniquesOur Ideal Candidate:We are looking for a highly motivated and detail-oriented individual who is passionate about artificial intelligence and machine learning.As our ideal candidate, you will have a strong background in machine learning, data science and software development, with excellent communication and teamwork skills.You will be responsible for designing, developing and deploying sophisticated AI systems that enhance our predictive analytics capabilities.Join us in shaping the future of artificial intelligence and machine learning

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