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September 8, 2023

Sr. Machine learning Engineer - Remote - Long term Contract

Job Title: Sr. Machine learning Engineer

Location: Remote

Duration: Long term Contract    

Job description:            

Key Responsibilities:

 

Fine-tune and serve LLMs to help build best-in-class solutions on NLP and Generative AI

Stay up-to-date with recent advancements in NLP and large language models, applying novel techniques and methodologies to improve our models.

Be curious with new industry learnings, startups utilizing LLMs in novel ways, and other ways the real world is utilizing LLMs.

Conduct experiments and benchmarking to assess the performance of various model architectures and optimize hyperparameters.

Apply, discover and research techniques to optimize existing LLM training and serving, as well as improving the model quality.

Generate comprehensive client corpus data from various systems for LLM use cases

Build and maintain production ready ML pipelines

Build and maintain a production-ready platform to run models in parallel and A/B test

Prepare and preprocess data in collaboration with the data engineering team

Required Job Qualifications

 

Required:

 

Bachelor’s degree or equivalent experience in MIS, Computer Science, Mathematics, Machine Learning, Data science or related field

5+ years of experience in Machine learning related field including prior lead experience

Hands-on experience in developing models, in optimizing model training and tuning and in deploying Large Language Models such as GPT, LLaMA, BERT, or Transformer-based architectures with strong knowledge in tokenization and embeddings.

Knowledge on Natural Language Processing, Information Retrieval, Machine Comprehension, Question Answering/Conversational AI, Reinforcement Learning and Inference

2+ plus years of experience in developing deep learning models as a Data Scientist and experience in building products backed up ML /AI using NLP algorithms

Advanced in-depth knowledge of Predictive Analytics, Statistical modeling, advanced mathematics, data integration concepts and tools

Strong organizational, analytical, critical thinking and leadership skills

Demonstrated leadership on mid-large-scale project impacting strategic partners

Background in Machine Learning frameworks such as TensorFlow, SparkML or Keras, Scikit Learn

Proficiency in Scala, Python or an equivalent language

Familiarity with Statistical Machine Learning models, Machine Learning concepts like Natural Language Processing, Image Processing, Recommendation Systems, etc.

Deep knowledge of math, probability, statistics, and algorithms, Machine Learning Development Lifecycle, Model monitoring, Data Exploration, Bias detection/removal, Explainable AI

Experience with AWS DevOps tools (e.g. Sagemaker, Lambda)

Experience with CI/CD tools (e.g. github, bamboo) and best practices

 

Preferred:

 

Advanced degree or equivalent in Mathematics, Statistics, MIS, Computer Science, Machine Learning, Data science or related field

Leadership experience

Understanding of Thrivent’s Technology capabilities

Experience with Databricks

 

Thanks & Regards,

Vivek Yadav

Recruitment Lead

Call: (908) 633-4182

E: KumarY@VBeyond.com | www.vbeyond.com

390 Amwell Road, Suite # 107, Hillsborough, NJ 08844

Note – VBeyond is fully committed to Diversity and Equal Employment Opportunity.

 

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