AI/ML Developer
14 hours ago
Experience: 3+ years of experience in designing and developing AI solutions.
Qualification: Bachelor s degree in Computer Science, Data Science, or a related field (e.g., Mathematics, Engineering)
Location: Should be based out of Surat or ready to relocate to Surat, ASHINE, SVNIT Campus.
Working Days: 6 days working with 2nd and 4th Saturday weekly off
Position Overview
We are seeking a highly skilled and experienced Senior AI/ML Developer to lead the development and integration of advanced AI solutions within our product ecosystem. This role involves close collaboration with cross-functional teams including product managers, data scientists, and engineers to build AI models that solve real-world integration challenges. The ideal candidate will have a strong foundation in machine learning, deep learning, and software development, along with hands-on experience deploying AI models in production environments.
What You'll Be Doing
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Collaborating with product managers, engineers and data scientists to align AI solutions with product functionalities.
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Designing and developing AI models for challenges like document data extraction, data transformation, pattern recognition and data mapping
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Applying machine learning algorithms and deep learning architectures and transformer models to build scalable AI models.
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Working with data engineers to prepare, clean, and transform data for AI applications.
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Training, evaluating, optimizing and fine-tuning AI models to ensure high performance and accuracy.
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Monitoring deployed AI functionalities, troubleshooting issues, and driving continuous improvement.
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Research and build innovative solutions to relevant AI problems, including Retrieval-Augmented Generation (RAG), semantic search, knowledge representation, tool usage, fine-tuning, and reasoning in LLMs.
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Keeping abreast of the latest AI research, trends, and innovations relevant to integration technologies.
What You Bring to the Table
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Bachelor's degree in computer science, Data Science, Mathematics, Engineering, or a related field.
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3+ years of experience in designing and implementing AI/ML solutions.
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Demonstrated ability to integrate AI models into production software.
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Excellent analytical thinking, communication, and problem-solving abilities.
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Ability to work autonomously as well as in a collaborative team setup.
Skills Required
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Dataset Development: Strong track record of building datasets for training and/or evaluating machine learning models.
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LLM and NLP Experience: Hands-on experience working with LLMs, RAG architecture, Natural Language Processing (NLP), or applying Machine Learning to solve real-world problems.
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Experience with LLM fine-tuning, prompt engineering, vector databases (e.g., Pinecone, FAISS) is highly desirable.
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Test Harness Automation for LLM Agents
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Familiarity with agent frameworks (e.g., Semantic Kernel, AutoGen, Lang Chain, etc.).
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Proficiency in Python and libraries like Pandas, NumPy, Scikit-learn, etc. containerization (Docker), and API frameworks (Flask, Fast API).
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Integration Knowledge: API development, data transformation, system integration
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Soft Skills: Communication, teamwork, adaptability, critical thinking
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