AI and Machine Learning Engineer

1 month ago

Gurugram, India Publicis Re:Sources India Full time

Job Description

Skills (must have)

Strong programming skills in languages such as Python , SQL etc. Experience in developing and deploying Machine Learning and Deep Learning solutions with libraries and frameworks, such as TensorFlow/PyTorch , Scikit-learn , OpenCV and/or Keras. Familiarity with a variety of Machine Learning , NLP, and deep learning algorithms (such as Bagging , Boosting , Neural Network (CNN/RNN) , LSTM, BERT, RoBERTa/Transformer Architecture) etc. Knowledge of math, probability, and statistics. Good to have experience in one of the SQL and/or No SQL database such as SQL Server/MySQL, and/or MongoDB etc.

Skills (good to have)

Generative AI / Gen AI, LLM (Large language Model) Object Recognition, OCR, Audio and Video analytics Experience with MLOps: MLFlow, Kubeflow, SageMaker, CI/CD Pipeline etc. Good to have experience in Docker, Kubernetes etc Experience in Flask/Django is a bonus Experience in cloud infrastructure such as AWS, Azure or GCP

Responsibilities

Collaborate with software engineers, business stake holders and/or domain experts to translate business requirements into product features, tools, projects, AI/ML, NLP and deep learning solutions. Develop, implement, and deploy AI/ML solutions. Preprocess and analyze large datasets to identify patterns, trends, and insights. Evaluate, validate, and optimize AI/ML models to ensure their accuracy, efficiency, and generalizability. Deploy applications and AI/ML model into cloud environment such as AWS/Azure/GCP etc. Monitor and maintain the performance of AI/ML models in production environments, identifying opportunities for improvement and updating models as needed. Document AI/ML model development processes, results, and lessons learned to facilitate knowledge sharing and continuous improvement.

Qualifications

Bachelor's or master’s degree in Computer Science, Data Science, Engineering, or a related field.

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