ML Engineer-US
zortech solutionsDenver, CO
About the role
ML Engineer
Location: Santa Clara (Remote)
Duration: 6-12+ Months
Job Description:
- Minimum five years of relevant hands-on experience applying machine learning techniques to build models.
- Minimum one project end-to-end experience on either Natural Language Processing (NLP using transformers) or Computer Vision (deep learning using tensorflow or pytorch)
- Understand algorithms (be able to tweak them when needed) as well as GPU/ TPU infrastructure.
- Must have experience working with Snowflake, mongo sql with and without python
- Must have Topic modelling experience.
- Must have experience in creating, running, recording experiments using ML Algorithms (Ensembles, Logistic regression, Kmeans, Knn, SVM, etc)
- Must have experience with working with neural network(Seq2Seq) modeling coupled with (BERT/ELMO)
- Must Provide model explainable and create pipeline for reproducibility and mobility
- Must remain motivated and updated in the rapidly changing field of machine learning
- Must have experience working and incorporating transfer learning models for data preprocessing and fine tuning on the same.
- Good To have experience in developing REST APIGood To have GCP cloud experience and experience in Knowledge graph is a plus
- Extend ML libraries and frameworks to apply in NLP tasks
- Good to have CI/CD tools- Jenkins, git, etc
- Aware of Standard Secure Coding Practices Libraries (NLTK, GENSIMS, BERTopic, SCIKIT-LEARN, KERAS, SPACY, LANGDETECT, TENSORFLOW)
- If this describes you, we should talk.
Relevant Experience: 5 to 12+ years
Responsibilities:
Experiment, develop and productionize high quality machine learning models, services and platforms to make huge technology and business impact.
Design and implement highly scalable and reliable GCP CI/CD MLOps pipelines.
Lead a team of engineers to build products and deliver solutions, depending on previous architecture and technical leadership experience.
Collaborate with different stakeholders to deliver software solutions.
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JOB OVERVIEW
Experience level
Lead
Location
Denver, CO
Occupation
Software Developers
Industry
Computer Systems Design Services
Posted
2 days ago
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