Senior AI/ML Engineer
Nityo Infotech
Role: Senior AI/ML Engineer
Location: Austin, TX (100% Onsite) - No flexibility
Skills: AI/ML, GenAI, NLP, GCP ecosystem, Vector DB, Knowledge Graphs and possible exp in SLM (Small Language Model).
The Opportunity
Customer is seeking a hands-on AI/ML contractor to design, build, deploy, and operate enterprise-grade AI/ML and GenAI solutions that improve automation, decisioning, and processing at scale. This role requires building and training fit-for-purpose models in a controlled financial-services environment with limited access to public models and external services, not just configuring third-party tools. The contractor will also mentor existing engineers to strengthen the team's AI/ML capability.
What You'll Do
- Own end-to-end delivery of production AI/ML solutions, from problem framing and data analysis through modeling, deployment, monitoring, and retraining.
- Build, train, and validate models (supervised, unsupervised, NLP, retrieval, document intelligence, computer vision, GenAI) using approved data and platforms.
- Establish rigorous evaluation, explainability, bias assessment, and model governance practices suited to a regulated environment.
- Implement MLOps for versioning, CI/CD, deployment, observability, and drift detection.
- Develop secure APIs and integration patterns, partnering with architecture, engineering, data, risk, and cybersecurity teams.
- Take prototypes to scalable production and produce clear documentation, runbooks, and knowledge-transfer materials.
- Mentor developers through design reviews, pairing, and workshops.
Required Qualifications
- Bachelor's or advanced degree in Computer Science, Data Science, Statistics, Mathematics, Engineering, or a related field.
- 8+ years in software engineering, data science, or ML, including at least one complete AI/ML lifecycle delivered to production.
- Strong foundation in statistics, probability, linear algebra, optimization, and model evaluation.
- Tech stack will be a combo of onprem tooling like dbs, confluence, sharepoint, and GCP services
- Hands-on model development in Python with standard ML libraries, plus experience with NLP, embeddings, RAG, LLMs, VLMs, or document intelligence.
- Solid grasp of data preparation, feature engineering, class imbalance, leakage prevention, and tuning.
- Experience with MLOps, containerization, model registries, and secure REST APIs and microservices.
- Ability to work within financial-services constraints around privacy, model risk, explainability, and auditability.
- Proven mentoring ability and strong communication with technical and non-technical audiences in Agile, distributed teams.
Preferred
- Cloud-native architecture, Kubernetes, and enterprise CI/CD.
- OCR and Intelligent Document Processing.
- Retrieval and grounding solutions built without relying on pre-packaged frameworks.
- SQL/NoSQL, vector search, and data pipelines.
- Financial services or other regulated-industry background.
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