Data Science Consultant - bangalore, India - Dell International Services India Pvt Ltd (7451)

Dell International Services India Pvt Ltd (7451) bangalore, India

1 month ago

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Description

Data Scientist Consultant

We are seeking a skilled data scientist to join our dynamic translation team and focus on enhancing machine translation (MT) and natural language generation (NLG) systems for our products and services. The role involves handling, processing, and analyzing substantial amounts of data from diverse sources, including linguistic corpora, ontologies, and dictionaries. Additionally, you will participate in developing predictive models and machine-learning algorithms capable of managing a variety of languages, domains, and tasks.

Come aboard to excel in your profession and drive significant social change as a Data Science Consultant within our Global Translation Team.

What you'll accomplish

Collect data by analyzing business outcomes or setting up and overseeing new studies
Transform data into a suitable format for analysis
Innovate new frameworks to gather data
Collaborate with computational linguists to enhance training data for predictive models

Pave the way to your ideal career
Each member of the Dell Technologies team contributes uniquely. Here's what we seek in this role:
Essential Requirements

Experience: A total of 13+ years with at least 5+ years specializing in developing MT and NLG systems using Python or similar languages
Proficiency in large language models, generative AI, NLP frameworks like TensorFlow or PyTorch
Experience in extensive data processing in distributed computing environments such as Spark or MapReduce, along with familiarity with linguistic annotation tools like Annoty or OntoNotes
Understanding of machine learning principles like supervised, unsupervised, reinforcement learning, and NLG concepts like text summarization, simplification, paraphrasing, etc.
Background in translation industry with knowledge of source text optimization, automated post-editing, MT quality assessment, and error annotation. Strong written and verbal communication skills, ability to work autonomously and within teams

Preferred Qualifications

Master's degree or PhD
Effective Mentoring and Coaching abilities

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