Compunnel Inc. ยท 10 hours ago
Machine Learning Engineer
United States
Contract
Remote
Mid Level
3+ years exp
Maximize your interview chancesIT Services and IT Consulting
Hiring Manager
Siddhartha Kathait
Insider Connection @Compunnel Inc.
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Responsibilities
Leverage distributed training systems to build scalable machine learning pipelines for model training and deployments in ITOT Products space
Design and implement solutions to optimize distributed training execution in terms of model hyperparameter optimization model traininginference latency and systemlevel bottlenecks
Research and impalement state of the art LLM models for different business use cases including finetuning and serving the LLMs
Ensure ML Model performance uptime and scale maintaining high standards of code quality and thoughtful design quality and monitoring
Optimize integration between popular machine learning libraries and cloud ML and data processing frameworks
Build Deep Learning models and algorithms with optimal parallelism and performance on CPUs GPUs
Qualification
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Required
MS or PhD in Computer Science, Software Engineering, Electrical Engineering or related fields
3 years of industry experience with Python in a programming intensive role
2 years of experience with one or more of the following machine learning topics: classification, clustering, optimization, recommendation system, graph mining, deep learning
3 years of industry experience with distributed computing frameworks such as Spark, Kubernetes ecosystem etc
3 years of industry experience with popular ml frameworks such as Spark MLlib, Keras, Tensorflow, PyTorch, HuggingFace Transformers and libraries like scikit-learn, spacy, gensim, CoreNLP etc
3 years of industry experience with major cloud computing services
Background or experience in building and scaling Generative AI Applications specifically around frameworks like Langchain, PGVector, Pinecone, AzureML
Prior experience in building data products and established a track record of innovation would be a big plus
An effective communicator you shall be an ambassador for Machine Learning engineering at external forums and have the ability to explain technical concepts to a non-technical audience
Preferred
Proficient Python/PySpark coding experience
Proficient in containerization services
Proficient in Azure ML to deploy the models
Experience with working in CICD framework
Motivation to make downstream modelers work smoother
Background or experience in building and scaling Generative AI Applications specifically around frameworks like Langchain, PGVector, Pinecone, AzureML
Industry experience with popular ml frameworks such as Spark MLlib, Keras, Tensorflow, PyTorch, HuggingFace Transformers and libraries like scikit-learn, spacy, gensim, CoreNLP etc
Experience in designing scalable services controller architecture using FastAPI
Company
Compunnel Inc.
Founded in 1994, Compunnel Inc.
1,001-5,000 employees
H1B Sponsorship
Compunnel Inc. has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (1572)
2022 (2192)
2021 (2385)
2020 (2157)
Funding
Current Stage
Late StageLeadership Team
Andy Gaur
Founder, Chairman & CEO
Karthik Natarajan
Executive VP & CTO
Company data provided by crunchbase
