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6 SmartBear Jobs

AI/ML Developer

3-6 years

Ahmedabad

1 vacancy

AI/ML Developer

SmartBear

posted 23d ago

Job Role Insights

Flexible timing

Job Description

Job Responsibilities

  • Participate in ideation processes of AI-ML use case for our product and create protypes for the same.
  • Understand existing data sets and use case.
  • Build, validate and clean datasets for model development.
  • Design, develop, train, and maintain machine-learning models.
  • Research and apply emerging AI-ML techniques to new business context.
  • Present information using data visualization techniques.
  • Collaborate with Engineering and Product Management teams.

Technical Skill Set Required

  • Minimum 4+ years of experience in building AI/ML based products with predictive analytics capabilities.
  • Have strong analytical skills, mathematical abilities, and business acumen, being able to translate complex data into actionable insights.
  • Worked on use cases that involve information retrieval, pattern matching, similarity extraction and text classification.
  • Professional knowledge on python programming and hands on experience with libraries such as Pandas, SciPy, NumPy, Scikit-Learn, Langchain, sentence transformers etc.
  • Solid understanding of SQL, NO-SQL, and vector databases.
  • Professional experience of building REST APIs/webhooks using python-based frameworks like Flask, fast Api etc.
  • Understanding of designing and implementing various stages (such as data wrangling, feature engineering, model building, evaluation, monitoring, and re-training) of end-to-end ML pipeline.
  • Proficiency in building statistical and machine learning models and data mining algorithms such as Regression, Clustering, Classification.
  • Familiarity with NLP concepts embeddings, POS tagging, text similarity, entity linking etc., NLP specific libraries & tools (NLTK, Spacy, Genism), sequence models, transfer learning models and LLMs is a plus.




Employment Type: Full Time, Permanent

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Flexible timing
Monday to Friday
No travel
Day Shift
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SmartBear Benefits

Team Outings
Work From Home
Health Insurance
Free Transport
Child care
Gymnasium +6 more
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