Engineer - AI Data and Analytics
IN Bengaluru EOIZ Indust Area Campus HCS
HARMAN International
HARMAN International is a global leader in connected car technology, lifestyle audio innovations, design and analytics, cloud services and IoT solutions.HARMAN’s engineers and designers are creative, purposeful and agile. As part of this team, you’ll combine your technical expertise with innovative ideas to help drive cutting-edge 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, you’ll discover that at HARMAN you can grow, make a difference and be proud of the work you do everyday.
Job Title: Senior Machine Learning EngineerLocation: Bangalore / Pune / Gurgaon / Coimbatore
Job Type: Full Time
We are seeking a highly skilled and experienced Senior Machine Learning Engineer to join our innovative team. This role is ideal for individuals with 3-5 years of experience in machine learning, data science, and Generative AI. The successful candidate will lead the development and implementation of advanced machine learning models and algorithms, driving our products and services forward.
Key Responsibilities:
- Development, and implementation of machine learning models and algorithms.
- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
- Preprocess and analyze large datasets to extract meaningful insights and patterns.
- Conduct experiments to test hypotheses and evaluate the performance of different machine learning approaches.
- Implement and optimize machine learning pipelines for efficiency and scalability.
- 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 junior engineers and data scientists, fostering a collaborative and growth-oriented team culture.
- Stay up to date with the latest advancements in machine learning and related technologies.
Required Skills and Qualifications:
- Master’s or Ph.D. degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
- 3-5 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 experience of development with the opensource machine learning and Generative AI stack like pytorch, keras, scikit-learn, langchain, llamaIndex, chromaDB, qdrant, SQL, MongoDB etc.
- Handson with software development best practices, including version control (Git) and Agile methodologies.
- 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.
Preferred Skills and Qualifications:
- Experience with big data tools and platforms, such as Hadoop, Spark, or Hive
- Experience with cloud computing platforms, such as AWS, Azure, or Google Cloud Platform
- Experience with latest technologies in natural language processing or computer vision or Generative AI (RAG, Agentic workflows, multi-modal models etc)
- Experience with developing use-cases related to Conversational AI or Vision AI or AI enabled automation.
HARMAN is proud to be an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, 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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile AWS Azure Big Data Computer Science Computer Vision Conversational AI Data analysis Deep Learning GCP Generative AI Git Google Cloud Hadoop Keras LangChain Machine Learning Mathematics ML models MongoDB NLP Pipelines Python PyTorch RAG Scikit-learn Spark SQL Statistical modeling Statistics
Perks/benefits: Career development
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