Machine Learning Engineer
4 weeks ago
At Securian Financial, we're seeking a highly skilled Machine Learning Engineer to join our team. As a key member of our AI development team, you'll be responsible for designing, developing, and deploying 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.
- 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.
- 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.
- Paid time off: We want you to take time off for what matters most to you.
- Leave programs: Securian's flexible leave programs allow time off from work for parental leave, caregiver leave for family members, bereavement, and military leave.
- Company-funded pension plan and a 401(k) retirement plan: Share in the success of our company.
- Health insurance: From the first day of employment, associates and their eligible family members are eligible for medical, dental, and vision coverage.
- Volunteer time: We know the importance of community.
Securian Financial Group, Inc. does not discriminate based on race, color, creed, religion, national origin, sex, gender identity, sexual orientation, age, marital or familial status, pregnancy, disability, genetic information, political affiliation, veteran status, status in regard to public assistance, status in a local human rights commission, or any other status or condition protected by local, state, or federal law.
This information is not intended to explain all the provisions of coverage available under these plans. In all cases, the plan document dictates coverage and provisions.
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