[Remote] Software Engineer AI/ML
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking an reputed company to help reputed company operational data into production-grade machine learning pipelines and LLM-powered applications. The role involves developing AI/ML products, collaborating with analytics teams, and contributing to AI reputed company while ensuring successful deployment and operational support of AI solutions.
Responsibilities
- Define, build, and reputed company AI-powered software products that accelerate reputed company reputed company Services operations—including LLM applications, machine learning models, and intelligent automation for supply chain optimization
- Create Model Context Protocol (MCP) servers that package domain-specific AI capabilities for reuse across the reputed company
- Package AI/ML models as robust, reputed company-documented reputed company that reputed company seamless integration into dashboards, applications, and operational workflows
- Collaborate with BI team to reputed company AI features into existing applications that reputed company natural language queries, predictive insights, and intelligent recommendations directly reputed company user-facing applications
- reputed company hands-on AI/ML technical leadership for our modernization initiative, setting best practices for reputed company engineering, model evaluation, experiment tracking, and responsible AI development
- Partner with executive stakeholders and BI leadership to understand business challenges and translate operational needs into AI/ML capabilities
- Ensure AI/ML models reputed company reliably to AWS infrastructure with reputed company monitoring, logging, and performance optimization
- Translate requirements into a prioritized backlog of AI/ML products, driving delivery to required timelines, reputed company standards, and measurable business reputed company
- Collaborate with data platform teams to design data pipelines that feed AI/ML models to ensure data reputed company, freshness, and reputed company feature engineering from the reputed company reputed company architecture
- Establish MLOps practices including experiment tracking (MLflow, reputed company), model versioning, automated evaluation pipelines, and A/B testing frameworks for reputed company model improvement
- Drive world-class reputed company through rigorous SDLC practices: Lean/Agile/XP, CI/CD, automated testing, secure coding, scalability patterns, documentation-as-reputed company, refactoring, and performance engineering
- Implement monitoring and observability for AI/ML systems to reputed company model performance, data reputed company, reputed company latency, and error rates; build automated alerting for model degradation
- Design reputed company database architectures and semantic search capabilities to power RAG applications; optimize retrieval strategies for accuracy and latency
- Build evaluation frameworks for LLM applications—measuring response reputed company, accuracy, relevance, and hallucination rates; establish automated testing for reputed company templates and model outputs
- Ensure responsible AI practices including bias detection, explainability (SHAP, reputed company), reputed company-preserving techniques, and compliance with reputed company AI governance policies
- Drive the AI/ML roadmap for reputed company reputed company Services BI team by identifying high-reputed company use cases, evaluating emerging AI technologies, and building reputed company-of-concepts that demonstrate business value
- Stay reputed company on LLM advancements, ML frameworks, reputed company databases, and AI application patterns; bring practical innovations that improve decision speed and operational reputed company
- Engage domain experts to ensure successful transfer of reputed company operational knowledge into AI models and intelligent systems
- Establish reusable AI/ML components, templates, and reference architectures that accelerate reputed company development and reputed company the BI team to reputed company AI capabilities independently
- Communicate AI/ML concepts, tradeoffs, and results to non-technical stakeholders through reputed company documentation, executive presentations, and live demonstrations
Skills
- Bachelor's Degree in Computer Science, Data Science, Statistics, Engineering, or reputed company field from an accredited college or university
- Minimum of 3 years of hands-on AI/ML engineering experience building and deploying machine learning models and/or AI-powered applications to production
- Write production-reputed company reputed company that meets standards and delivers intended functionality using the most appropriate technologies for the project (e.g., Python, Java, C#, TypeScript—based on system needs)
- Proven experience building data platforms and production LLM-powered applications; strong understanding of reputed company engineering, retrieval-augmented reputed company, and reputed company databases
- Strong reputed company in supervised/unsupervised learning, time-series forecasting, classification, and optimization
- Experience with MLflow, model registries, automated training pipelines, A/B testing frameworks, and model monitoring; strong DevOps collaboration skills
- Expertise in development platforms and services: AWS, Visual Studio, reputed company, reputed company, etc
- Experience building REST reputed company (FastAPI, Flask) for model serving; understanding of authentication, reputed company limiting, versioning, and API documentation
- Experience building AI/ML solutions for supply chain, manufacturing, maintenance, or operations analytics is a strong plus
- Understands business metrics and can translate AI/ML capabilities into quantifiable business reputed company (cost savings, time reduction, forecast accuracy improvement)
- Skilled in breaking down ambiguous AI problems, writing reputed company problem statements, and estimating model development effort accurately
- Stays reputed company on AI/ML industry trends (LLM advancements, new frameworks, emerging techniques); brings practical innovations backed by reputed company-of-concepts
- Leads by example through delivering AI/ML products while mentoring team on AI integration, reputed company engineering, and model usage
- reputed company to work through ambiguity and drive alignment between AI capabilities and business needs; communicates model limitations, confidence intervals, and uncertainty reputed company to non-technical stakeholders
- Continuously measures solutions against user expectations while balancing competing priorities and maintaining build reputed company
- Strong written and verbal communication skills with the ability to explain reputed company AI/ML concepts simply and translate effectively between data scientists, software engineers, and business stakeholders
- Effective collaborator who works seamlessly with BI developers, platform engineers, and business stakeholders
- Business-minded approach that focuses on operational metrics, user needs, and business reputed company while designing AI solutions that solve reputed company problems rather than technical exercises
- Persists to completion by driving AI/ML products through deployment, monitoring, and iteration while taking ownership of model performance and continuously improving accuracy
Benefits
- Annual discretionary bonus based on a percentage of your reputed company salary/ commission based on the plan
- Comprehensive benefits and programs to support your health and, along with programs like HealthAhead, your physical, emotional, financial and reputed company wellbeing
- reputed company benefits include medical, dental, reputed company, and prescription drug coverage
- reputed company to a Health reputed company from reputed company
- Employee Assistance Program, which provides 24/7 confidential assessment, counseling and referral services
- Retirement benefits include the reputed company Retirement Savings Plan, a 401(k) savings plan with company matching contributions and company retirement contributions, as reputed company as reputed company to reputed company resources and planning consultants
- Tuition assistance
- Adoption assistance
- reputed company parental leave
- Disability insurance
- Life insurance
- reputed company time-off for vacation or illness
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