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Machine Learning Engineering Consultant or Senior Consultant
2 months ago
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, and deployment of machine learning pipelines for advanced AI algorithms and ML models to solve complex business problems across diverse domains.
Key Responsibilities- Lead the Design and Development of ML Pipelines: Collaborate with cross-functional teams to design and develop machine learning pipelines that integrate seamlessly with existing infrastructure and platforms.
- Collaborate on ML Architecture: Work with research scientists, data scientists, and software engineers to translate research findings into practical, scalable AI solutions.
- Evaluate Emerging AI Technologies: Stay at the forefront of innovation by evaluating and experimenting with emerging AI technologies, frameworks, and methodologies.
- Provide Technical Guidance: Offer technical guidance and mentorship to junior team members, fostering a culture of continuous learning and growth.
- Collaborate with Stakeholders: Work with stakeholders to understand requirements, gather feedback, and iterate on AI solutions to ensure alignment with business objectives.
- Deploy and Optimize ML Models: Deploy, test, and optimize machine learning models and data pipelines in production environments.
- Perform Model Tuning and Optimization: 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 Enterprise Product Delivery: Participate in the delivery, evaluation, and maintenance of enterprise products, ensuring they meet high-quality standards.
- Advanced Degree or Equivalent Experience: Hold an advanced degree (Master's or Ph.D.) or equivalent industry experience in Computer Science, Machine Learning, or related fields.
- 5+ Years of Experience: Have 5+ years of experience in a similar role in a production environment.
- Experience with Large Scale Datasets: Have experience working with large scale datasets and building ETL pipelines using Spark, Kubeflow, StreamSets, etc.
- Cloud Computing Experience: Have hands-on experience with cloud computing platforms such as AWS.
- Strong Proficiency in Python: Have strong proficiency in Python and experience with NLP techniques, resources, and methodologies such as Scikit-learn, TensorFlow, PyTorch, HuggingFace, Comprehend, XGBoost, LangChain, etc.
- Experience with System Architectures: Have 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.
- Agile Development Experience: Have experience with iterative development processes, thriving in dynamic and agile environments.
- Ability to Own ML Delivery Tasks: Have the ability to own machine learning delivery tasks end-to-end with little to no direct support.
- Strong Understanding of Software Design: Have a strong understanding of software design patterns, principles, architecture, and operations.
- Strong Communication Skills: Possess strong communication skills and the ability to collaborate effectively with business partners, vendors, end users, and cross-functional teams.
Securian Financial Group is a leading financial services company that believes in hybrid work as an integral part of our culture. We offer a comprehensive range of benefits designed to enhance your professional growth, well-being, and work-life balance.
