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Uniphore Software Systems

Compare

3.5

based on 92 Reviews

24 Uniphore Software Systems Jobs

Staff AI Scientist

Uniphore

3.5

based on 92 Reviews

2-6 years

Bangalore / Bengaluru

1 vacancy

Staff AI Scientist

Uniphore Software Systems

posted 5d ago

Job Role Insights

Flexible timing

Key skills for the job

Python Artificial Intelligence Natural Language Processing Tensorflow Transformers Pytorch

Job Description

As a Staff AI Scientist, you will positively impact customers by utilizing machine learning (ML) applications and will contribute to the organization's success by providing technical guidance, leadership, and expertise in artificial intelligence (AI), Automatic Speech Recognition (ASR), Natural Language Processing (NLP), and Deep Learning

Responsibilities

Lead and contribute to the building and modification (fine-tuning) of pre-trained enterprise-grade LLMs and multi-modal models

Conduct scientific evaluations of NLP/LLM models, innovate new techniques for model validation, evaluation, trust, and safety

Apply preference optimization techniques, including reinforcement learning from human feedback (RLHF), to train and fine-tune multi-modal models, ensuring trust and safety in their deployment

Engineer LLMs with the ability to seamlessly integrate with other tools and APIs

Specify guidelines and design annotation processes for training and evaluation data

Collaborate with the data team on data pre-processing, consumption, and automated/manual annotations

Collaborate with the product team to define and refine requirements for new features and applications of AI

Lead projects independently, providing mentorship and guidance to other team members

Work collaboratively in a fast-paced startup environment, cross-functionally with Engineering, Product, Marketing, and Customer Solutions teams

Research and assess the scientific literature for solutions to company needs, and compare prior work to internal solutions; stay up to date with larger trends in the field

Published in peer-reviewed machine learning venues (e g NeurIPS, ICLR, ICML, EMNLP, KDD, ICASSP, InterSpeech, CVPR, AAAI etc)

Qualifications Skills

PhD plus 3 years of relevant experience or Masters degree in Computer Science, Engineering, or related fields plus minimum of 5 years relevant experience, or Bachelors degree in Computer Science, Engineering or related experience plus a minimum of 7 years of relevant Experience Minimum of 5 years of industry experience in artificial intelligence (AI), Natural Language Processing (NLP), Vision and Automatic Speech Recognition (ASR)

In-depth knowledge of deep learning (DL) with expertise in PyTorch/TensorFlow

In-depth understanding of Transformers, hands-on experience with the Hugging Face library, and the ability to solve NLP and ASR problems using LLMs

Experience working with large datasets, addressing quality issues, and interpreting data with a focus on business goals

Expertise in Python programming

Hands-on experience in developing production-ready, scalable code

Ability to lead projects independently and mentor and guide other team members

Knowledge of deployment using environments such as: Docker, AWS, or Kubernetes

Employment Type: Full Time, Permanent

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What people at Uniphore Software Systems are saying

What Uniphore Software Systems employees are saying about work life

based on 92 employees

82%

93%

45%

89%

Flexible timing

Monday to Friday

No travel

Day Shift

View more insights

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