Data Scientist

3 days ago

Worli Mumbai Maharashtra, India Mahindra & Mahindra Ltd Full time

Data Scientist

**Date**:14 Feb 2025**Location**:Mumbai - Worli, Mumbai - Worli, IN**Company**:Mahindra & Mahindra Ltd**Responsibility**
- Design and implement scalable, cloud-based data solutions using AWS, Azure, or GCP (mandatory).
- Build, optimize, and maintain ETL/ELT pipelines for efficient data processing.
- Manage and design cloud-based data storage systems such as data warehouses and data lakes.
- Ensure data quality, security, and compliance in cloud environments.
- Implement real-time and batch data processing frameworks.
- Analyze large datasets to uncover trends, patterns, and actionable insights.
- Develop predictive, prescriptive, and descriptive models using advanced machine learning techniques.
- Build, train, and deploy **Generative AI models** (e.g., transformers, GANs, diffusion models) for tasks like text generation, image synthesis, and more.
- Implement GenAI pipelines using libraries and frameworks such as Hugging Face, OpenAI, or PyTorch.
- Continuously monitor, optimize, and maintain GenAI models in production.
- Create data-driven solutions for business problems through experimentation and analysis.

**Skills and Qualifications**

**Technical Skills**
- **Cloud Expertise (mandatory)**: Proficiency in Cloud (AWS,GCP,AZURE)
- **Programming**: Advanced Python skills with experience in libraries such as Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, or Hugging Face.
- **Data Engineering**: Expertise in SQL and NoSQL databases, data modeling, and big data tools like Spark.
- **GenAI**:

- Deep understanding of transformer architectures (e.g., GPT, BERT, T5).
- Experience with training and fine-tuning large language models (LLMs).
- Proficiency in tools like Hugging Face Transformers, LangChain, and OpenAI APIs.
- **DevOps for AI/ML**: Knowledge in CI/CD for machine learning and GenAI pipelines, model versioning, and monitoring.

**Analytical Skills**
- Strong knowledge of statistics, probability, and machine learning algorithms.
- Ability to design experiments and implement hypothesis-driven approaches.
- Proficiency in handling unstructured, structured, and semi-structured data.

**Soft Skills**
- Strong problem-solving and critical-thinking abilities.
- Excellent communication and collaboration skills with a stakeholder-focused approach.
- Ability to adapt to rapidly evolving technology trends and business needs.

**Experience**
- **Mandatory**: 3-7 years of experience in roles involving cloud platforms, data science, Python development, and **experience with GenAI models**.
- Proven track record of designing and deploying scalable cloud-based data solutions and delivering impactful AI/ML and GenAI models.
This role is ideal for professionals passionate about **leveraging GenAI models** and **cloud technologies** to drive innovation and deliver transformative business solutions.**Job Segment**:Scientific, Engineer, Engineering

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