IFS
Enterprise Software
Senior/LeadMachineLearningEngineer
Neural analysis suggests this role is
optimal for mid candidates.
“Senior/Lead Machine Learning Engineer at IFS. Skills: Machine Learning, AI/ML infrastructure, ML pipelines, Model serving. Design AI-driven solutions. Maintain AI/ML infrastructure”
Industry & Context.
Analytical skills; Interpret complex datasets; Derive actionable insights
What They're Looking For.
Must Have
3+ years of experience in software development, Experience with AI/ML frameworks, Proficiency in Python, Experience with Python libraries, Knowledge of machine learning concepts, Foundational understanding of deep learning, Foundational understanding of model evaluation, Proficiency in data preprocessing, Proficiency in feature engineering, Excellent analytical skills, Excellent verbal communication skills, Excellent written communication skills
Nice to Have
Master's degree, Knowledge of Go, Knowledge of C#, Knowledge of SQL, Experience with Kserve, Experience with TensorFlow, Experience with PyTorch, Experience with scikit-learn
What You'll Do.
Design AI-driven solutions
Maintain AI/ML infrastructure
Serve models at scale
Create tools for monitoring
Create tools for improvements
Translate AI opportunities into products
Expand knowledge of AI infrastructure
Expand knowledge of model monitoring
Expand knowledge of drift detection
Expand knowledge of domain knowledge
Share knowledge to guide others
How You'll Work.
Team & Collaboration
Cross-functional teams; Data scientists; Data engineers; Architects; DevOps engineers; Domain experts; Clients
Communication Scope
Verbal communication; Written communication
Full Job Description
IFS is a billion-dollar revenue company with 7000+ employees on all continents. Our leading AI technology is the backbone of our award-winning enterprise software solutions, enabling our customers to be their best when it really matters–at the Moment of Service™. Our commitment to internal AI adoption has allowed us to stay at the forefront of technological advancements, ensuring our colleagues can unlock their creativity and productivity, and our solutions are always cutting-edge. At IFS, we’re flexible, we’re innovative, and we’re focused not only on how we can engage with our customers but on how we can make a real change and have a worldwide impact. We help solve some of society’s greatest challenges, fostering a better future through our agility, collaboration, and trust. We celebrate diversity and understand our responsibility to reflect the diverse world we work in. We are committed to promoting an inclusive workforce that fully represents the many different cultures, backgrounds, and viewpoints of our customers, our partners, and our communities. As a truly international company serving people from around the globe, we realize that our success is tantamount to the respect we have for those different points of view. By joining our team, you will have the opportunity to be part of a global, diverse environment; you will be joining a winning team with a commitment to sustainability; and a company where we get things done so that you can make a positive impact on the world. We’re looking for innovative and original thinkers to work in an environment where you can #MakeYourMoment so that we can help others make theirs. With the power of our AI-driven solutions, we empower our team to change the status quo and make a real difference. If you want to change the status quo, we’ll help you make your moment. Join Team Purple. Join IFS. An ML engineer at IFS is part software engineer, part dev ops engineer and ML savvy, who combines knowledge of systems and applications
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