Ai Ml Engineer (Chennai, Hyderabad, Bengaluru, Pune, Kochi)
- Tata Consultancy
- 5 - 10 years
- Hyderabad
- 3 hours ago
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Job Description
JOB DESCRIPTION
The job description includes developing, testing, and deploying AI/ML models and applications, often using cloud services and generative AI models. Key responsibilities involve data preprocessing, model optimization, and collaborating with cross-functional teams to ensure production-ready quality in applications that can include deep learning, chatbots, and image processing.
Core responsibilities:
- Design, build, and maintain machine/ deep learning systems and applications.
- Develop and implement AI solutions using tools like deep learning, neural networks, and generative AI models.
- Clean, preprocess, and analyze large datasets to ensure data quality and integrity.
- Optimize AI algorithms for performance and scalability.
- Deploy models into production environments and manage application pipelines.
- Collaborate with other teams, including data scientists, engineers, and product managers, to define requirements and troubleshoot issues.
- Conduct research on emerging AI technologies and best practices.
Required skills and experience
1) Technical Proficiency:
Expertise in programming languages like Python, and machine learning libraries such as scikit-learn, TensorFlow, PyTorch and LangChain.
2) Machine Learning & Statistics:
Strong understanding of statistical analysis, machine learning, vectorization, retrieval augmented generation, Gen AI concepts and model evaluation.
3) Data Handling:
Experience with data manipulation, feature engineering, and handling large datasets.
4) Software Engineering:
Knowledge of software architecture, data structures, and algorithms.
5) Cloud & AI:
Experience with cloud AI services (e.g., Google Cloud ML, AWS) and deploying models in cloud or on-prem environments.
Good To Have Skills:
- Experience with Agile/Scrum methodologies.
- Knowledge of change management and training strategies.
- QA and testing methodologies
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: IT & Information SecurityRole Category: IT Infrastructure ServicesRole: IT Infrastructure Services - OtherEmployement Type: Full timeContact Details:
Company: Tata ConsultancyLocation(s): Hyderabad
Keyskills: Tensorflow Langchain Pytorch Retrieval Augmented Generation Python Generative Ai Feature Engineering Cloud Ai Scikit-Learn Vectorization MLOps GCP Deploying Models AWS
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