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Posted 2y ago

Machine Learning Engineer

@ Navatech
Bengaluru, Karnataka, India
OnsiteFull Time
Responsibilities:Develop NLP, Train LLM, Deploy models
Requirements Summary:2-3 years in ML/NLP; experience with chatbot or conversational AI; strong Python/Java; ML frameworks (TensorFlow, PyTorch); LLMs; MLOps; cloud; AI/generative AI patterns; multi-disciplinary collaboration.
Technical Tools Mentioned:Python, Java, TensorFlow, PyTorch, LLMs, MLOps, Cloud, NLP, RAG, Prompt engineering, AWS, Google Cloud
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Job Description
Company Overview

Join Navatech Labs, where innovation meets excellence. Our forward-thinking team is dedicated to
advancing the construction industry through artificial intelligence. As a vital member of our AI team,
you will be at the forefront of groundbreaking projects utilising GenAI, Natural Language
Processing (NLP), Large Language Model (LLM) training and tuning, MLOps, and Cloud

Key Responsibilities
  • Develop and implement innovative NLP algorithms and models to address complex
    business challenges, Utilise large language models (LLMs) for natural language processing
    and generative AI tasks. Develop advanced generative AI solutions using open-source
    LLMs.
  • Participate in the training and fine-tuning of Large Language Models to ensure optimal
    performance and accuracy. Assess machine learning model performance, iterate on
    improvements, and apply best practices for model validation.
  • Collaborate with cross-functional teams to establish effective MLOps practices, ensuring
    seamless deployment, monitoring, and management of machine learning models. Integrate
    AI solutions into existing platforms, working closely with various teams.
  • Leverage cloud platforms for scalable and efficient machine learning solutions, utilising
    services like AWS or Google Cloud.



Requirements


Professional Experience
  • Proven experience (2-3 years) in developing and deploying machine learning models, with
    a focus on NLP.
  • Experience in developing and deploying chatbot or conversational AI systems.


Technical Skills
  • Strong programming skills in languages such as Java and Python, and proficiency with ML
    frameworks (e.g., TensorFlow, PyTorch).
  • Experience in using LLMs for natural language processing or generative AI tasks.
  • Experience with MLOps tools and practices for model deployment, monitoring, and
    automation.
  • Familiarity with cloud services and infrastructure for machine learning applications.
  • Strong understanding of AI, Generative AI patterns such as RAG and prompt engineering
    techniques.
  • Excellent problem-solving skills and a team-oriented mindset.
  • Strong communication skills to convey complex technical concepts to both technical and
    non-technical stakeholders.

Benefits

What We Offer
  • Competitive salary and benefits package.
  • Opportunity to work on cutting-edge AI projects
    • https://www.linkedin.com/posts/cyberamyntas_edgeai-aidevelopment-languagemodels-activity-7190672496885485570-WOGK
  • Collaborative and inclusive team environment.
    • https://www.linkedin.com/posts/navatech-group_navapulse2023-annualparty-activity-7163411226117586944-l_Fx
  • Continuous learning and professional development opportunities.