Machine Learning Engineering Consultant or Senior Consultant

3 weeks ago

Champlin, Minnesota, United States Securian Financial Group Full time
About the Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Securian Financial Group. As a key member of our organization, you will be responsible for leading the design, development, deployment, and monitoring of machine learning pipelines for advanced AI algorithms and models.

Key Responsibilities
  • Lead the design and development of machine learning pipelines for advanced AI algorithms and models to solve complex business problems across diverse domains.
  • 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 machine learning models and data pipelines in production environments.
  • Perform model tuning, prompt tuning, and other machine learning 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.
Requirements
  • 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 machine learning 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.
About Securian Financial Group

Securian Financial Group is a leading financial services company that offers a comprehensive range of benefits designed to enhance your professional growth, well-being, and work-life balance. We believe in hybrid work as an integral part of our culture, allowing associates to work both virtually and in our offices. We are committed to providing a rewarding and fulfilling career for our employees.

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