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GenAI and Open-source LLM Developer

4-6 years

Mumbai

1 vacancy

GenAI and Open-source LLM Developer

L&T Technology Services

posted 1mon ago

Job Description

Experience Level: 4-6 Years

Key Responsibilities:

  • Model Development: Design, develop, and implement state-of-the-art generative AI models and open-source LLMs tailored to specific business needs.
  • NLP Expertise: Apply advanced NLP techniques to enhance model performance in tasks such as text generation, summarization, translation, and sentiment analysis.
  • Open-source Contribution: Actively contribute to and collaborate with the open-source community to improve and innovate on existing LLMs.
  • Data processing: Knowledge of data processing frameworks and libraries such as Apache Spark, PyTorch, Pandas, NumPy, Scikit-learn, and TensorFlow. Experience in preparing and processing data for machine learning workflows should be a consideration.
  • LLM Frameworks: Strong understanding of frameworks like LangChain or AutoGen for LLM-related candidates. Proficiency in leveraging these tools to build scalable and efficient solutions is essential.
  • Model finetuning: Expertise in fine-tuning pre-trained models for specific use cases. Candidates should be skilled in optimizing model performance and adapting them to unique datasets to deliver high-quality results.
  • Production ready applications: Expertise in frameworks such as FastAPI, Django, or similar tools. Candidates should demonstrate the ability to design, develop, and deploy machine learning models into a production environment.
  • MLOps Integration: Develop and maintain robust MLOps pipelines for seamless deployment, monitoring, and management of AI models in production environments.
  • Data Engineering: Collaborate with data engineers to ensure the availability of high-quality data for model training and validation.
  • Research & Innovation: Conduct research to stay abreast of the latest advancements in generative AI, NLP, and open-source LLMs, and integrate new techniques into existing workflows.
  • Performance Optimization: Optimize and fine-tune models for performance, scalability, and reliability, ensuring they meet production standards.
  • Technical Leadership: Mentor junior developers, provide technical guidance, and participate in code reviews to uphold best practices in software development.

Required Qualifications:

  • Bachelor s or Master s degree in Computer Science, Engineering, or a related field.
  • 4-5 years of hands-on experience in natural language processing and machine learning.
  • Proficiency in programming languages such as Python, R, or Java.
  • Extensive experience with NLP frameworks and libraries such as Hugging Face Transformers, spaCy, NLTK, and OpenAI GPT.
  • Strong understanding of algorithms, data structures, and software design principles.
  • Proven track record of deploying NLP models in production environments.
  • Experience with MLOps tools and practices, including CI/CD pipelines, Docker, Kubernetes, and model monitoring.
  • Excellent problem-solving skills and attention to detail.
  • Strong communication and teamwork skills.

Preferred Qualifications:

  • Experience with cloud platforms such as AWS, Google Cloud, or Azure.
  • Knowledge of big data technologies like Hadoop, Spark, or Kafka.
  • Familiarity with DevOps practices and tools.

Employment Type: Full Time, Permanent

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What people at L&T Technology Services are saying

Developer salary at L&T Technology Services

reported by 18 employees with 1-4 years exp.
₹3 L/yr - ₹11.5 L/yr
7% less than the average Developer Salary in India
View more details

What L&T Technology Services employees are saying about work life

based on 4.9k employees
73%
93%
61%
94%
Flexible timing
Monday to Friday
No travel
Day Shift
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L&T Technology Services Benefits

Cafeteria
Health Insurance
Soft Skill Training
Work From Home
Team Outings
Job Training +6 more
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