
Principal Data Scientist
- Bangalore, Karnataka
- Permanent
- Full-time
- Combine the physical and digital, making technology a more dynamic force to solve challenges and serve humanity's needs.
- Empower the company to create new digital business models, enter new markets, and improve customer experiences
- Design, develop, and implement Natural Language Processing solutions leveraging Python and associated frameworks.
- Work on Generative AI models, specifically Retrieval Augmented Generation (RAG), Agentic workflows, LLM finetuning etc to create innovative and effective solutions, ensuring alignment with business goals.
- Utilize Large Language Models for text generation, summarization, and related applications.
- Development, and implementation of machine learning models and algorithms.
- Develop and deploy solutions on the Azure/AWS cloud platform, ensuring scalability, reliability, and efficiency.
- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
- Deploy machine learning models into production environments and monitor their performance.
- Document methodologies, processes, and results to ensure reproducibility and knowledge sharing.
- Mentor and guide ML engineers and data scientists, fostering a collaborative and growth-oriented team culture.
- Stay up to date with the latest advancements in machine learning, Generative AI and related technologies.
- Master's or Ph.D. degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
- 8-12 years of hands-on experience in machine learning, data analysis, or software development.
- Strong fundamental knowledge of statistical modeling, machine learning, deep learning, Generative AI, natural language processing, computer vision etc.
- Proficient in programming languages such as Python and development with the opensource machine learning and Generative AI stack like pytorch, keras, scikit-learn, langchain, llamaIndex, chromaDB, qdrant, SQL, MongoDB etc.
- Experience with developing use-cases related to Conversational AI or Vision AI or AI enabled automation.
- Handson with software development best practices, including version control (Git), DevOps tools and Agile methodologies.
- Handson with MLOps/LLMOps tools and toolchain and their implementation for orchestration, automation, monitoring and retraining covering CI/CD/CT.
- Excellent problem-solving skills and ability to think critically and creatively.
- Strong communication and presentation skills, with the ability to explain complex concepts to both technical and non-technical audiences.
- Ability to work independently and as part of a team in a fast-paced, dynamic environment.
- Experience with big data tools and platforms, such as Hadoop, Spark, or Hive
- Experience with latest technologies in natural language processing or computer vision or Generative AI (RAG, Agentic workflows, multi-modal models etc)
- Good understanding of Responsible AI aspects like explainability , privacy preservation, bias detection etc.
- Published research papers or contributions to the AI/NLP community.
- Be willing to travel up to 25%, domestic and international travel if required.
- Successfully complete a background investigation as a condition of employment
- Access to employee discounts on world class HARMAN/Samsung products (JBL, Harman Kardon, AKG etc.)
- Professional development opportunities through HARMAN University's business and leadership academies.
- Flexible work schedule with a culture encouraging work life integration and collaboration in a global environment.
- An inclusive and diverse work environment that fosters and encourages professional and personal development.
- Tuition reimbursement.
- “Be Brilliant” employee recognition and rewards program.