Lead Machine Learning Engineer
Lead Machine Learning Engineer
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Job Description
HARMANs engineers and designers are creative purposeful and agile. As part of this team youll combine your technical expertise with innovative ideas to help drive cuttingedge solutions in the car enterprise and connected ecosystem. Every day you will push the boundaries of creative design and HARMAN is committed to providing you with the opportunities innovative technologies and resources to build a successful career.
A Career at HARMAN
As a technology leader that is rapidly on the move HARMAN is filled with people who are focused on making life better. Innovation inclusivity and teamwork are a part of our DNA. When you add that to the challenges we take on and solve together youll discover that at HARMAN you can grow make a difference and be proud of the work you do everyday.
Job Title: Lead Machine Learning Engineer
Location: Bangalore
Job Type: Full Time
We are seeking a skilled and experienced Data Scientist with expertise in Natural Language Processing (NLP) Python programming Generative AI Large Language Models Machine Learning Deep Learning and associated frameworks. The ideal candidate will play a key role in leading the development and implementation of AI and GenAI solutions for our Clients.
Key Responsibilities:
- 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 crossfunctional 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 growthoriented team culture.
- Stay up to date with the latest advancements in machine learning Generative AI and related technologies.
Required Skills and Qualifications:
- Masters or Ph.D. degree in Computer Science Data Science Statistics Mathematics or a related field.
- 57 years of handson 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 scikitlearn langchain llamaIndex chromaDB qdrant SQL MongoDB etc.
- Experience with developing usecases 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 problemsolving skills and ability to think critically and creatively.
- Strong communication and presentation skills with the ability to explain complex concepts to both technical and nontechnical audiences.
- Ability to work independently and as part of a team in a fastpaced dynamic environment.
Preferred Skills and Qualifications:
- 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 multimodal 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.
HARMAN is proud to be an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard torace religion color national origin gender (including pregnancy childbirth or related medical conditions) sexual orientation gender identity gender expression age status as a protected veteran status as an individual with a disability or other applicable legally protected characteristics.
Employment Type
Full Time
