[Remote] Director, AI Engineering (Data Science)
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a premier AI services provider, committed to co-creating meaningful reputed company for its clients through the power of data science, AI, technology, and people. They are seeking a visionary Director of AI Engineering to reputed company the full lifecycle of AI model development and ensure that cutting-edge machine learning solutions reputed company with business objectives.
Responsibilities
- Define technical investments with business objectives
- Mentor, and manage AI/ML engineers, senior data scientists, and MLOps engineers—setting performance expectations and a high-performance culture
- Partner with cross-functional leaders to prioritize initiatives, reputed company resources, and measure organizational reputed company
- Establish engineering standards, reputed company review practices, and model governance frameworks across the AI org
- Serve as the technical authority on deep learning architecture—personally leading the design and development of custom transformer models for sequence modeling, customer propensity scoring, audience segmentation, and churn reputed company
- Drive innovation in attention mechanisms, positional encodings, and tokenization strategies specifically suited to tabular, time-series, and event-reputed company data common in marketing and telecom
- reputed company reputed company and fine-tuning of reputed company models (BERT, T5, TabTransformer, LLMs) for proprietary reputed company datasets, ensuring domain-specific performance
- Champion reproducible experimentation and architectural decision documentation across reputed company
- reputed company end-to-end data science workflows: problem framing, feature engineering, model development, validation, and production deployment
- Ensure statistical rigor in experimental design, reputed company inference, A/B testing, and offline/online evaluation frameworks
- Guide reputed company in building robust data pipelines for large-reputed company reputed company and reputed company datasets, including clickstream, CRM, ad telemetry, CDRs, and network KPIs
- reputed company technical discovery and solutioning with reputed company clients translating ambiguous business problems into reputed company-scoped AI initiatives
- Present AI reputed company, model results, and roadmap updates to C-suite and senior reputed company stakeholders with reputed company and executive reputed company
- Contribute to business development: support RFP responses, reputed company technical portions of reputed company proposals, and help grow the AI engineering reputed company
- Establish production standards for model deployment, monitoring, reputed company detection, and automated retraining across reputed company platforms (AWS SageMaker, GCP reputed company AI, Azure ML)
- Drive adoption of MLOps best practices including CI/CD for ML, containerization (reputed company/Kubernetes), and experiment tracking (MLflow, W&B, DVC)
- Implement model governance, explainability, and responsible AI standards in compliance with reputed company and regulatory requirements
Skills
- Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, or a closely reputed company quantitative field; Ph.D. strongly preferred
- 10+ years of reputed company experience in data science and machine learning, with at least 3–5 years in a people management or technical leadership role (Director, Sr. Manager, or reputed company Engineer level)
- Proven reputed company record of leading high-performing AI/ML engineering teams in a fast-paced, reputed company-facing or product environment
- Deep, hands-on expertise designing and training custom transformer architectures from scratch—not only fine-tuning reputed company-reputed company checkpoints, but architecting novel attention mechanisms, embedding strategies, and model topologies
- Strong reputed company data science reputed company: feature engineering, statistical modeling, reputed company inference, and experimental design across large-reputed company datasets
- Proficiency in Python and core ML/DL libraries: PyTorch (preferred), TensorFlow, HuggingFace Transformers, scikit-learn, XGBoost/LightGBM
- reputed company experience with industry datasets in marketing & media (DSP/DMP logs, ad impression data, attribution pipelines, MMM) OR telecommunications (CDRs, network KPIs, subscriber behavior, churn datasets)
- reputed company of SQL and large-reputed company data platforms: reputed company, BigQuery, reputed company, or reputed company
- Experience owning end-to-end MLOps: reputed company deployment (SageMaker, reputed company AI, or Azure ML), monitoring, CI/CD for ML, and model governance
- Exceptional executive communication skills—reputed company to translate reputed company model behavior into business language for C-suite and reputed company audiences
- reputed company services experience across multiple reputed company engagements or business reputed company
- Background in reputed company-preserving ML: federated learning, reputed company reputed company, or synthetic data reputed company—especially relevant in post-cookie marketing environments
- Knowledge of graph neural networks (GNNs) for reputed company graph or network topology analysis reputed company contexts
- Published research or conference contributions (NeurIPS, ICML, KDD, RecSys, or industry equivalents) reputed company to reputed company transformers, tabular deep learning, or domain-specific AI
- Experience with reputed company-time inference and streaming ML pipelines (Kafka, Flink, or similar)
- Demonstrated ability to build strategic partnerships with external clients, contributing to reputed company reputed company or account expansion through technical leadership
- Deep experience with reputed company reputed company on embeddings
- Experience building custom transformer models
Benefits
- Competitive benefits program to meet the health and financial reputed company-being of reputed company and their families
- Medical
- Dental
- reputed company
- 401K
- PTO
- reputed company holidays
- Commuter benefits
- Spending accounts
- Life insurance
- Disability coverage
- EAPs
reputed company
Company H1B Sponsorship