Role: Sr Data Scientist
Experience:8-14 years
Qualification: PhD/Master or Doctorate in highly quantitative fields such as Computer Science, Mathematics, Physics, Economics, or related fields.
Preferred: Diploma/ Degree in the field of LLMs.
Location: Anywhere in India (Preferably Bangalore)
RESPONSIBILITIES:
- Invent, research, envision, design, solution and deliver AI/ ML applications at scale delivering measurable value
- Build end-to-end AI/ ML solutions: Develop, refine, implement, customize and deploy state-of-the-art Machine Learning algorithms and systems, and AI models
- Designing, developing, and researching Machine Learning systems, models, and schemas through data science and data analytics prototypes.
- Continuous learning Certifications.
- Incubation mindset Research oriented, ability to deliver quick POC's, and come up with ideas.
- Communication and Documentation Ability to share knowledge, conduct presentations and sessions, talk to clients and stakeholders, write good-quality technical documentation.
- Problem Solving Technical depth in solving real-world problems with appreciation of business imperatives.
SKILLS MUST HAVE:
- Design, build, and deploy Hyperscalers-based (Azure, AWS, GCP or Databricks) ML models, including large-scale data processing, computationally intensive statistical modeling, and advanced analytics Expert
- Implementation of Generative AI models for business solutions and experience on Azure Open AI, AWS Bedrock or Vertex AI or open-source models Expert
- Python programming with robust code Expert
- Developing a framework or generic pipeline to retrieve, optimize, and deploy Open-Source Models Expert
- Explore and design a reference architecture for developing virtual assistants using foundation models Expert
- Familiarity with deep learning, machine learning and frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.) Working knowledge
- Understanding of LLMs and Gen AI especially as applied to text and image analysis and training Working knowledge
- Experienced in fine-tuning of LLM models, implementation of AI Guardrails and Responsible AI Framework (explainability, bias detection, hallucination control) Working knowledge
- Experienced in implementing LangChain Frameworks Working knowledge
- Linux, HTTP/ REST Working knowledge
- Cloud Technologies At least one of GCP, AWS, Azure
- JIRA, Conflence Working knowledge
SKILLS GOOD TO HAVE:
- Linux shell-scripting
- Multilingual NLP
SOFT SKILLS:
- Good communication
- Ability to work in a team as well as independently deliver modules
- Team player
LEADERSHIP SKILLS:
- People Leadership: Able to lead and mentor a team of 10-15 people
- Thought Leadership: Having papers published in renowned journals, presentations in conferences, patent-filing preferred
Interested candidate can share his/her profile to [Confidential Information]
