Machine Learning Engineer- HybridVITS Consulting • Saint. Paul, MN, United States
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Machine Learning Engineer- Hybrid
VITS Consulting • Saint. Paul, MN, United States
[job_card.variable_days_ago]
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- [job_card.full_time]
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[job_card.job_description]Advanced degree (Master's or Ph.D.) or equivalent industry experience in Computer Science, Machine Learning, or related fields. 5+ years of experience in a similar role in a production environment. Experience working with large scale datasets and building ETL pipelines using Spark, Kubeflow, StreamSets, etc. Hands-on experience with cloud computing platforms such as AWS. Strong proficiency in Python and experience with NLP techniques, resources, and methodologies such as Scikit-learn, TensorFlow, PyTorch, HuggingFace, Comprehend, XGBoost, LangChain, etc. Experience integrating machine learning models and data-driven algorithms into larger system architectures that involve pieces like Flask, ElasticSearch, PostgreSQL, IBM MQ, Apache Kafka, etc. Experience with iterative development processes, thriving in dynamic and agile environments. Ability to own ML delivery tasks end-to-end with little to no direct support. Hands-on experience in deploying machine learning models into production environments. Strong understanding of software design patterns, principles, architecture, and operations. Strong communication skills and the ability to collaborate effectively with business partners, vendors, end users, and cross-functional teams
Position Title : Machine Learning Engineer- Hybrid
W2 Role - St. Paul, Minnesota
Primary Responsibilities :
- Lead the design and development of ML pipelines for advanced AI algorithms and ML models to solve complex problems across diverse business domains.
- Collaborate on development of ML architecture and implement robust, efficient, and scalable AI systems that integrate seamlessly with existing infrastructure and platforms.
- Collaborate with research scientists, data scientists, and software engineers to translate research findings into practical, scalable AI solutions.
- Evaluate and experiment with emerging AI technologies, frameworks, and methodologies to stay at the forefront of innovation. Provide technical guidance and mentorship to junior team members, fostering a culture of continuous learning and growth.
- Collaborate with stakeholders to understand requirements, gather feedback, and iterate on AI solutions to ensure alignment with business objectives.
- Deploy, test, and optimize ML models and data pipelines in production environments.
- Perform model tuning, prompt tuning, and other ML optimization processes alongside other technical experts to maximize the mission impact of the AI product.
- Participate in the delivery, evaluation, and maintenance of enterprise products, ensuring they meet high-quality standards.
Skills Needed : Qualifications :
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Machine Learning Engineer • Saint. Paul, MN, United States
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