Ai / ml engineer

3 days ago

Bangalore, India HDFC Bank Full time

Job Purpose An experienced AI/ML Engineer to design, develop and maintain AI / ML and Gen AI based solutions on enterprise platform on Industry best and open-source models at scale along with governance and security frameworks Job Responsibilities (JR): 6 – 8 Areas Actionable (4-6) Design and implement the necessary infrastructure (e.g., compute clusters, storage, networking) for AI applications, including cloud platforms like AWS, Azure, or GCP Design, build, and train generative AI models using techniques like deep learning and neural networks Develop and maintain scalable, efficient, and reliable data pipelines for AI models, ensuring data quality and integrity. Integrate machine learning models into AI platforms and deploy them into production environments, often using AIOps, MLOps and LLMOps frameworks Design and implement monitoring strategies for AI platforms and optimize their performance for scalability and real-time applications. Perform machine learning tests and statistical analysis to fine-tune the machine learning systems Work with the engineering and leadership teams on the functional design, process design, prototyping, testing, performance evaluation and training of AI/ML solutions Extend existing machine learning libraries and frameworks Implemented and evaluated machine learning models, including supervised, unsupervised, and reinforcement learning techniques, for B2 C use cases Strong experience with deep learning frameworks like Tensor Flow and Py Torch Used Python or other programming models to build and train a deep learning model for Document Classification, Extraction, Signature matching, STT, TTS kind of use cases Demonstrated ability to fine-tune and optimize models using large data sets Certified in AI/ML in any of the cloud platforms like AWS, Azure, or GCP and experience deploying AI/ML models in the cloud Effective communication skills, both written and verbal, with the ability to effectively communicate technical concepts to non-technical audiences Key Skills : Strong background in designing and implementing machine learning and deep learning algorithms and responsible AI practices at enterprise scale and speed Working knowledge with ML platforms like Tensor Flow, Py Torch, or Hugging Face Proficiency in Training, Tuning and Deploying Gen AI models based on LLMs, GANs, and VAEs Hands on expert in programming languages like Python, Java, or C++, and have experience with cloud platforms, containerization technologies (e.g., Docker, Kubernetes), and data pipeline tools (e.g., Apache Kafka, Spark) Experience working in cross-functional teams Strong analytical and problem-solving skills

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