{bc}
Apply
workday

Staff Software Engineer - ML/AI

Chamberlain Group
Oak Brook, USA
Full-time
Senior · 10+ years experience
Onsite
Discovered 1 weeks ago
flinkkafkanumpypandaspythonpytorch

Full Job Posting

Job Responsibilities

  • Design, develop, and deploy machine learning models for detecting anomalies in time-series data from connected devices (e.g., cameras, door sensors, access logs).
  • Build pipelines that analyze historical patterns and identify deviations using a combination of statistical, classical ML, and deep learning approaches.
  • Collaborate with data engineering and platform teams to ensure real-time model inference, stream processing, and alert triggering
  • Tune models for low false positives and high sensitivity while maintaining operational efficiency.
  • Develop and manage ML Ops pipelines for training, testing, deployment, and monitoring of anomaly detection systems
  • Implement robust monitoring and feedback loops to adapt to behavior drift or seasonal variations.
  • Contribute to overall AI system architecture and collaborate with engineers working on LLM-based assistants and agentic AI to ensure seamless integration.
  • Work across product, engineering, and AI research teams to ensure scalable and performant deployment of models
  • Drive decision-making around tooling, infrastructure, observability, and production-readiness.
  • Mentor engineers across the org in AI-native engineering patterns, architecture, and LLM ecosystem evolution
  • Manage, mentor, and grow a team of applied AI and full-stack engineers.
  • Guide career development. Hire top talent and build a strong, collaborative team culture.
  • Comply with health and safety guidelines and rules; managers should also ensure compliance across their teams.
  • Protect Chamberlain Group’s reputation by keeping information confidential.
  • Maintain professional and technical knowledge by attending educational workshops, reading professional publications, establishing personal networks, and participating in professional societies.
  • Contribute to the team effort by accomplishing related results and participating on projects as needed.

Job Requirements

  • Bachelor’s or Master’s degree in Computer Science
  • 10+ years of experience software engineering experience with 5+ in ML engineering or data science with a focus on real-time systems, behavior modeling, or time-series data.
  • Proven experience building and deploying anomaly detection systems in production.
  • Hands-on experience with time-series libraries (e.g., Prophet, Darts, GluonTS, Kats, Merlion).
  • Experience working with event-driven architectures, edge devices, or smart home / IoT environments is a plus.
  • Familiarity with vector databases or integration with LLMs
  • Knowledge, Skills, and Abilities:
  • Strong understanding of time-series analysis, including: Trend/seasonality decomposition, Statistical anomaly detection methods (ARIMA, z-score, moving average), Classical ML techniques (Isolation Forest, One-Class SVM, clustering-based approaches), Deep learning for sequences (LSTM, GRU, TCN, Transformers)
  • Experience in streaming data processing and building pipelines that operate on live or near-real-time data.
  • Knowledge of change point detection, event modeling, and alert systems.
  • Ability to design interpretable anomaly detection systems with threshold tuning, confidence scoring, and alert escalation.
  • Understanding of MLOps principles, including CI/CD for ML, versioning, and retraining strategies.
  • Strong programming skills in Python and familiarity with ML frameworks (scikit-learn, PyTorch, TensorFlow).
  • Proficient in data handling and engineering tools such as Pandas, NumPy, Kafka, Spark, or Flink
  • Other:
  • Ability to travel up to 10% of the time domestically and internationally
  • Preferred Job Requirements:
  • Master’s degree in Computer Science, Computer Engineering, or related field
  • Experience in IoT, software services, video, and AI
  • Analytical and systems thinker who can reason about behavioral patterns over time
  • Detail-oriented with a strong focus on data integrity and alert quality
  • Comfortable operating in a fast-paced environment and building 0-1 systems
  • Effective communicator — able to explain models, metrics, and uncertainty clearly to technical and non-technical stakeholders
  • Experience with consumer electronics, smart home companies will be beneficial
  • The pay range for this position is $148,912.00 - $254,054.00; base pay offered may vary depending on a number of factors including, but not limited to, the position offered, location, education, training, and/or experience. In addition to base pay, also offered is a comprehensive benefits package and 401k contribution (all benefits are subject to eligibility requirements). This position is eligible for participation in a short-term incentive plan subject to the terms of the applicable plans and policies.
  • Chamberlain Group wants all of its employees to succeed and encourages people of all backgrounds to apply. We’re proud to be an Equal Opportunity Employer, and you’ll be considered for this role regardless of race, color, religion, sex, national origin, age, sexual orientation, ancestry; marital, disabled or veteran status. We’re committed to fostering an environment where people of all lived experiences feel welcome.
  • Persons with disabilities who anticipate needing accommodations for any part of the application process may contact, in confidence [email protected].
  • NOTE: Staffing agencies, headhunters, recruiters, and/or placement agencies, please do not contact our hiring managers directly.

Preferred Qualifications

  • Experience working with event-driven architectures, edge devices, or smart home / IoT environments is a plus.

Apply for this job in 1 click

Skip the repetitive application forms

Install the Base Career Chrome Extension and autofill job applications across major job boards with your profile.

Sarah M.James T.Maya R.

Trusted by over 500,000 job seekers on Base Career

Start Free Today

More from this employer

More jobs at Chamberlain Group

Sr. Manager, Human Resources Business Partner

Germantown, USA

Discovered 3 days agoFull-time

Finance Manager - Operations and Supply Chain (Systems)

Germantown, USA

Discovered 3 days agoFull-time

Supplier Quality Engineer III

Germantown, USA

Discovered 4 days agoFull-time

Finance Manager – Distribution & Transportation

Oak Brook, USA

Discovered 6 days agoFull-time

Lead, Data and Deployment Operations

Oak Brook, USA

Discovered 1 weeks agoFull-time

Staff Engineer, Software - GenAI

Oak Brook, USA

Discovered 1 weeks agoFull-time

Sr. Manager, Amazon Marketing

Oak Brook, USA

Discovered 1 weeks agoFull-time

Supervisor, Facilities Management

Olive Branch, USA

Discovered 1 weeks agoFull-time