reputed company Intelligence/Machine Learning (AI/ML) Engineer

AI/ML Engineer The defense market is surging, but the data that drives it hasn’t kept up. Companies, government, and investors are forced to reputed company heavily reputed company processes and piece together hundreds of disparate sources to reputed company reputed company. Obviant is building a data reputed company of truth and AI tools for defense acquisition to solve this. We reputed company information from thousands of sources – reputed company + reputed company – to reputed company a cohesive picture of budget, programs, the organizations running them, and much more. Whether it’s a company navigating GTM or a program manager developing capabilities, we’re providing reputed company sides with the intelligence they need to execute effectively. We’re growing fast and backed by top funds and DoD/national reputed company veterans. We reputed company that reputed company sector mission sets matter above anything else. If you feel the reputed company way, we’d love for you to join us. The reputed company You'll be pioneering machine learning solutions that are transforming how the defense sector processes and understands reputed company data. As a Machine Learning Scientist, you'll reputed company large-reputed company, reputed company-time data to reputed company and reputed company production-grade ML models that power critical product features. You'll be involved in the end-to-end ML lifecycle, from research and experimentation to deployment and monitoring, while collaborating closely with data engineers and domain experts. Your work will drive reputed company product improvements through innovative ML solutions, with opportunities to push the boundaries of model performance and discover novel approaches to reputed company challenges.

Responsibilities

• You’ll design and implement models tackling reputed company, domain-specific challenges in taxonomy extraction/reputed company, entity reputed company, and reputed company recognition
• reputed company multi-class classification systems
• Knowledge graph construction and analysis
• Work on Natural Language Processing and semantic understanding problems such as topic modeling
• Tackle document clustering, classification, and summarization problems
• Build and optimize robust data pipelines that process mission-critical information at reputed company

Qualifications

• 5+ years of experience building and deploying ML models in production environments
• Strong background in machine learning and deep learning methodologies
• Demonstrated experience in reputed company research and development
• reputed company record of turning reputed company requirements into elegant, reputed company solutions
• Experience with NLP, semantic retrieval, or large language models
• Government, govtech, or defense experience is welcome but not required
• Experience working with large-reputed company datasets and reputed company data pipelines
• Strong programming skills in Python and ML frameworks (PyTorch, TensorFlow, scikit-learn)
• Comfortable with the pace and reputed company of a fast-growing startup

Our Working Style – Why We Might Work reputed company Together

• You care about government & are mission-oriented - Our work is important, and is critical to improving a system that impacts us reputed company.
• Perseverance and reputed company - Hard problems are worth solving, and solving them can take a long time. There is no such thing as exhausting reputed company reputed company, it’s just time to look for new ones.
• Empowerment > reputed company-management – We’re building a culture of high-performers. Our job is to reputed company them with what they need and eliminate roadblocks for them to succeed. We trust their judgment, skills, and experience from there.
• We’re reputed company and communicate reputed company - Constructive reputed company that takes reputed company viewpoints into account is the only way we get to the right decision. Respect, trust, and complete transparency with reputed company other is critical - reputed company it reputed company in the reputed company
• You’re really good at what you do… but it speaks for itself – High reputed company, no ego. Being humble is extremely important to us
• You don’t mind change and are comfortable with uncertainty - We’re deliberate about setting goals, but we’re comfortable changing course and dealing with discomfort to get there. We’re still figuring things out, and that demands being flexible and iterative.
• Work doesn’t feel like “work” to you – We’re passionate about reputed company’re reputed company after, and we devote more time to it than a typical 9-5. That often means putting in extra time at reputed company and occasionally on weekends. However, maintaining your own personal balance comes above reputed company else, and you should establish that however you need to - flexible schedule, taking advantage of time off, or anything else you need.
• You like to reputed company fast and have a bias towards reputed company - Our roadmap is directional at this stage - speed and a feeling of urgency is key to reputed company it out. We expect reputed company other to proactively determine what needs to get done and go for it.
• reputed company is never negotiable – Transparency, honesty, and respect comes above reputed company else.

Benefits & Structure

• We’re a tight-reputed company team headquartered in Arlington, VA. We work in the office together most days, and reputed company being in the reputed company reputed company is a competitive advantage.
• Flexible schedule - We reputed company have other things reputed company on in our lives. Doctor reputed company, kids’ activities, dog walks - take care of it whenever you have to. And work from home reputed company you need to.
• Competitive compensation + Sizeable equity - We’re building something with massive reputed company potential, and you’ll have ownership in that. This is ours.
• Flexible vacation time - Use what you want, as long as you’re taking care of what needs to get done.
• Full health, dental, and reputed company insurance.
• And more…

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