HARMAN India
ML Engineer
HARMAN IndiaIndia18 days ago
Full-timeEngineering, Information Technology
Job Title: Machine Learning Engineer

Location: Bangalore / Pune / Gurgaon / Coimbatore

Job Type: Full Time

We are seeking a highly motivated and talented Machine Learning Engineer to join our dynamic team. This role is ideal for individuals with 0-2 years of experience who are passionate about machine learning, data science, and artificial intelligence. The successful candidate will work closely with our experienced engineers and data scientists to develop, implement, and improve machine learning models and algorithms that drive our products and services.

Key Responsibilities:

  • Assist in the design, 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.
  • Perform data cleaning, feature engineering, and data augmentation to improve model performance.
  • 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.
  • Stay up to date with the latest advancements in machine learning and related technologies.

Required Skills and Qualifications:

  • Bachelor's degree in Data Science, Computer Science, Statistics, Mathematics, or a related field
  • 0-2 years of experience in machine learning, Generative AI, Deep Learning, Natural Language processing.
  • Strong fundamental knowledge of statistical modeling, machine learning, and data mining techniques, including supervised and unsupervised learning, regression, classification, clustering, and neural networks.
  • 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 etc.
  • 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.
  • Internship or project experience related to machine learning or data science.
  • A project portfolio with multiple real life projects (pet projects are welcome)

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
  • Familiarity with SQL and NoSQL databases
  • Understanding of software development best practices, including version control (Git) and Agile methodologies.

Key Skills

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