
AI Ml Engineer
2 days ago
Hiring Pune Only
Key Responsibilities
- Analyze and evaluate ML algorithms for specific business problems, ranking them by success probability.
- Explore, analyze, and visualize datasets to derive insights and ensure data quality.
- Oversee data acquisition and preprocessing, including feature engineering workflows.
- Define model validation strategies and design/implement data augmentation pipelines.
- Train, optimize, and fine-tune ML/DL models, analyze errors, and implement corrective solutions.
- Establish and manage A/B testing frameworks.
- Deploy and maintain MLOps pipelines for production use.
Technical Expertise
- Strong hands-on experience with ML/DL frameworks: TensorFlow, PyTorch, Keras, Caffe.
- Expertise in building supervised ML algorithms and advanced DL models (CNN, RNN, LSTM, BERT, NLU, YOLO).
- Proficiency in Python and Linux-based development.
- Familiarity with AWS (SageMaker, EMR, Glue) and GCP (Vertex AI).
- Experience in PySpark, data wrangling, and big data processing.
- Strong skills in SQL and at least one NoSQL DB (Elasticsearch, MongoDB, Cassandra, HBase).
- Containerization expertise with Docker.
- Experience with branch-based deployments and CI/CD workflows.
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