AI/ML Gen AI Engineers
7 days ago
AI/ML Gen AI EngineersExperience:
4+ yearsNotice period:
Immediate joiner
Job Description♦ Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress♦ Managing available resources such as hardware, data, and personnel so that deadlines are met♦ Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability♦ Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world♦ Verifying data quality, and/or ensuring it via data cleaning♦ Supervising the data acquisition process if more data is needed♦ Finding available datasets online that could be used for training♦ Defining validation strategies♦ Defining the pre-processing or feature engineering to be done on a given dataset♦ Defining data augmentation pipelines♦ Training models and tuning their hyperparameters♦ Analyzing the errors of the model and designing strategies to overcome them♦ Deploying models to production
Skillset Requirement:♦ Good experience in designing GenAI applications. Proficient in prompting and popular LLMs like Open AI, Gemini and Llama.♦ Experience in prompting of Large Multimodal Models like GPT 4 Vision and GPT 4o.♦ Good fundamental knowledge in Deep Learning and hands on experience in libraries like TensorFlow and PyTorch.♦ Conceptual understanding of fine tuning LLMs.♦ Proficient in Python programming language and popular data/ML frameworks like Scikit-Learn, Pandas, NumPy, XGBoost and matplotlib.♦ Proven experience in NLP.♦ Rich Exp, in AI, ML and Data Visualization; knowledge in Deep Learning is preferred♦ Good R&D Capability♦ Good in Logical/Critical Analysis & Problem Solving Skills♦ Good Communication & English Language Skills♦ Proficiency in Python, Web Services, Basic Python packages/libraries like SpaCy, Scikit-Learn & Panda♦ Ability to select hardware to run an ML model with the required latency♦ Expertise in Visualizing & manipulating Bigdatasets♦ Experience. in Cloud Technologies.
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