Mlops Architect - (Databricks MLOps, Banking / Model Risk Focus)

[Ramani M]

Job Role: Mlops Architect - (Databricks  MLOps, Banking / Model Risk Focus)

Experience: 12+

Location: nyc

Skills:

We are seeking a Databricks Architect with deep MLOps expertise to lead the design and implementation of scalable machine learning platforms within a banking environment. This role will focus on building production-grade ML pipelines, governance frameworks, and model lifecycle management aligned with model risk management (MRM) standards.
Key Responsibilities:
• Architect and implement end-to-end MLOps frameworks on Databricks
• Design scalable ML pipelines using:
o Databricks Workflows
o MLflow (experiment tracking, model registry, deployment)
o Unity Catalog (governance, lineage, access control)
• Build and operationalize:
o CI/CD pipelines for ML models
o Automated model training, validation, and deployment workflows
• Establish model monitoring and observability (drift, performance, bias)
• Implement governance controls aligned with banking / regulatory requirements
• Partner with data science, risk, and engineering teams to productionize models
• Define best practices for feature engineering, versioning, and reproducibility.

Qualifications we seek in you!
Required Qualifications
• Experience in data/ML engineering or architecture
• Hands-on Databricks experience
• Strong expertise in MLOps frameworks and production ML systems
• Deep experience with:
o MLflow
o Python (PySpark, Pandas, scikit-learn)
o Spark-based data processing
• Experience designing enterprise-grade data platforms (lakehouse architecture)
• Proven ability to deploy ML models into production environments

Preferred Qualifications/ Skills

• Experience in banking or financial services.
• Strong understanding of Model Risk Management (MRM), including:
o Model validation workflows
o Auditability and documentation standards
o Regulatory expectations (SR 11-7, etc.)
• Familiarity with:
o Feature stores (Databricks Feature Store)
o Real-time / batch inference patterns
o Data governance and lineage tracking

Warm Regards..!

Ramani Mareti

Technical Recruiter 

ISITE TECHNOLOGIES INC

Email: rama...@isiteinfo.com

Phone Number: 3023911414

LinkedIn: https://www.linkedin.com/in/ramani-mareti-3a0a3838a/

[Alfaz]

Consultant Submission Details:         Gen AI & LLM / ML & Statistical Modeling || Data Engineering / GCP  ::  Python, PySpark, SQL, BigQuery, Dataflow, Vertex AI, GCS, Pub/Sub, Airflow, LangChain, OpenAI APIs, FAISS, Pinecone, MLflow, Docker, CI/CD, Kafka, Snowflake, Tableau, Power BI, Looker, Scikit-learn, PyTorch

 

Name:                               Apurva Vijaykumar Raje
Date of Birth :                April 1^st 1995
Relocation:                    Open
Current Location:       Baltimore, Maryland
Face to face :                Yes
Visa:                                  H1B
Total Exp:                         9 years
Passport:                         Will be provided
LinkedIn ID:                    Will be provided
SSN Last 4 digits:        Will be provided

 

 

Thanks & Regards

 

Alfaz Karaami

TEK TREE LLC

Email:      al...@tektreeinc.com

Phone:     302-248-8015

LinkedIn : https://www.linkedin.com/in/alfazkaraami/

Website:  www.tektreeinc.com

Address:  1106 Drummond Plaza

                Newark, DE 19711

 

 

 

 

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