Marktine: Senior Artificial Intelligence Developer - NLP/LLM
Job Title: Senior Artificial Intelligence Developer – NLP/LLM
Location: Bengaluru, Karnataka, India (On-site)
Company: Marktine Technology Solutions Pvt Ltd
Job Description:
Role Category: Mid-Senior level
Job Requirements:
> Bachelor’s or master’s degree in Computer Science, Data Science, Engineering, or a related field. A specialization in natural language processing is preferred.
> 4-6 years of IT experience with a minimum of 3+ years in Data Science (AI/ML) with a specialization in NLP.
> Strong programming skills in Python.
> Experience with deep learning frameworks such as TensorFlow and PyTorch is highly desirable.
> Solid understanding of natural language processing techniques, including language modeling, text classification, sentiment analysis, and machine translation.
> Familiarity with statistical and machine learning approaches, including neural networks, recurrent neural networks (RNN), and transformer models.
> Experience with large-scale data processing, including data collection, cleaning, and preprocessing.
> Proficiency in working with cloud computing, with Azure experience preferred.
> Strong analytical and problem-solving abilities.
> Excellent communication skills, both written and verbal.
Skills (Good to Have):
> Hands-on experience in developing LLM-based applications for both front-end and back-end development.
> Experience in the design and optimization of LLM, NLP systems, frameworks, and tools.
> Expertise in areas such as supervised & unsupervised learning, deep learning, reinforcement learning, federated learning, time series forecasting, Bayesian statistics, and optimization.
> Experience creating and deploying code libraries using functions and classes in Python for AI product-focused development.
> Comfortable working in cloud and high-performance computing environments, such as Azure, Databricks, CDSW.
> Well-versed in software development and code quality best industry practices.
> Experience working with Agile Development methodologies.
Responsibilities:
> Design, develop, and optimize LLM-based applications for both front-end and back-end development.
> Prototype and conduct proof of concepts (PoC) in various AI/ML areas, including LLM, NLP, Deep Learning, and more.
> Stay updated with the latest advancements in AI and ML, identifying opportunities to leverage new technologies for improved solutions.
> Collaborate with a team of researchers and engineers to build state-of-the-art language models capable of understanding and generating human-like text.
> Translate functional requirements into data specifications in collaboration with business users.
> Preprocess and analyze large datasets to identify patterns and insights.
> Utilize off-the-shelf LLM services and integrate LLM capabilities into applications.
> Train and fine-tune language models using appropriate machine-learning frameworks.
> Stay informed about the latest developments in natural language processing and machine learning.
Work Type: Full-time
https://www.linkedin.com/jobs/view/3715230983