| Role: Sr. Machine learning Engineer Location: Remote Duration: Long Term 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., Sage maker, 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 Shivani Bharti Recruiter - IT E: ShivaniB@VBeyond.com | www.vbeyond.com 390 Amwell Road, Suite # 107, Hillsborough, NJ 08844 Note – VBeyond is fully committed to Diversity and Equal Employment Opportunity. Disclaimer: We respect your Online Privacy. This is not an unsolicited mail. Under Bill S 1618 Title III passed by the 105th US Congress this mail cannot be considered Spam as long as we include Contact information and a method to be removed from our mailing list. If you are not interested in receiving our e-mails then please reply to ShivaniB@vbeyond.com subject=Remove. Also mention all the e-mail addresses to be removed which might be diverting the e-mails to you. We are sorry for the inconvenience.
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