Strong experience taking ML models from development to production Technical Skills (MustHave) * Programming: Python, PySpark * ML/MLOps: * MLflow * Model versioning and promotion * Drift detection ...
Qode
43 Qode Product Development Jobs Hiring Near You
Strong experience taking ML models from development to production Technical Skills (MustHave) * Programming: Python, PySpark * ML/MLOps: * MLflow * Model versioning and promotion * Drift detection ...
Sr. .NET Developer
Fort Mill, SC · On-site
$48 - $63.25/hr
NET Developer with strong experience in enterprise application development using .NET technologies ... Collaborate with cross-functional teams including Product Owners, QA, and Architects * Integrate AI ...
Sr. .NET Developer
Fort Mill, SC · On-site
$48 - $63.25/hr
NET Developer with strong experience in enterprise application development using .NET technologies ... Collaborate with cross-functional teams including Product Owners, QA, and Architects * Integrate AI ...
Sr. .NET Developer
Fort Mill, SC · On-site
$48 - $63.25/hr
NET Developer with strong experience in enterprise application development using .NET technologies ... Product Owners, QA, and Architects * · Integrate AI/GenAI-based tools to improve engineering ...
Quick apply
Sr. .NET Developer
Fort Mill, SC · On-site
$48 - $63.25/hr
NET Developer with strong experience in enterprise application development using .NET technologies ... Product Owners, QA, and Architects * · Integrate AI/GenAI-based tools to improve engineering ...
.NET Architect
Austin, TX · On-site
Collaborate with Product Owners, Business Analysts, Security, Infrastructure, and Engineering teams ... Web API development * Entity Framework Core * LINQ * Multithreading & asynchronous programming
Quick apply
.NET Architect
Austin, TX · On-site
Collaborate with Product Owners, Business Analysts, Security, Infrastructure, and Engineering teams ... Web API development * Entity Framework Core * LINQ * Multithreading & asynchronous programming
We combine services and products to maximize business impact for our clients in telecom, Banking ... Data Exploration & Insight Development - Work hands-on with data to explore, cleanse, validate, and ...
We combine services and products to maximize business impact for our clients in telecom, Banking ... Data Exploration & Insight Development - Work hands-on with data to explore, cleanse, validate, and ...
Lab Engineer
Dallas, TX · On-site
Insuring lab test bed setup is complete prior to test or development efforts * Scheduling and ... Maintenance of lab resources to insure production-like availability * Management of test bed ...
Lab Engineer
Dallas, TX · On-site
Insuring lab test bed setup is complete prior to test or development efforts * Scheduling and ... Maintenance of lab resources to insure production-like availability * Management of test bed ...
Angular Lead Developer
Fort Mill, SC · On-site
$51.25 - $65.50/hr
... development of complex Angular-based web applications. * Define front-end architecture, coding standards and best practices. * Collaborate closely with UX/UI designers, backend engineers and product ...
Angular Lead Developer
Fort Mill, SC · On-site
$51.25 - $65.50/hr
... development of complex Angular-based web applications. * Define front-end architecture, coding standards and best practices. * Collaborate closely with UX/UI designers, backend engineers and product ...
$50.75 - $67/hr
NET Developer with strong experience in enterprise application development using .NET technologies ... Collaborate with cross-functional teams including Product Owners, QA, and Architects * Integrate AI ...
$50.75 - $67/hr
NET Developer with strong experience in enterprise application development using .NET technologies ... Collaborate with cross-functional teams including Product Owners, QA, and Architects * Integrate AI ...
Data Engineer
Austin, TX · On-site
$113K - $136K/yr
... expertise in a production environment * Proficiency in Python and PySpark for building and ... Experience with dbt (data build tool) for transformation layer development * Knowledge of financial ...
Data Engineer
Austin, TX · On-site
$113K - $136K/yr
... expertise in a production environment * Proficiency in Python and PySpark for building and ... Experience with dbt (data build tool) for transformation layer development * Knowledge of financial ...
Lab Engineer
Dallas, TX · On-site
... and development efforts supporting Verizon's next-gen networks. * · Implement lab test bed setup ... production-like availability * · Management of test bed inventories * · Hands-on equipment ...
Quick apply
Lab Engineer
Dallas, TX · On-site
... and development efforts supporting Verizon's next-gen networks. * · Implement lab test bed setup ... production-like availability * · Management of test bed inventories * · Hands-on equipment ...
We combine services and products to maximize business impact for our clients in telecom, Banking ... Data Exploration & Insight Development -- Work hands‑on with data to explore, cleanse, validate ...
Quick apply
We combine services and products to maximize business impact for our clients in telecom, Banking ... Data Exploration & Insight Development -- Work hands‑on with data to explore, cleanse, validate ...
IFS Developer
Fort Mill, SC · Remote
... production issues and provide timely resolution * Collaborate with functional teams and business stakeholders for requirement gathering * Maintain technical documentation and follow development best ...
New
Quick apply
IFS Developer
Fort Mill, SC · Remote
... production issues and provide timely resolution * Collaborate with functional teams and business stakeholders for requirement gathering * Maintain technical documentation and follow development best ...
New
.NET Architect
Austin, TX · On-site
Collaborate with Product Owners, Business Analysts, Security, Infrastructure, and Engineering teams ... Web API development * Entity Framework Core * LINQ * Multithreading & asynchronous programming
.NET Architect
Austin, TX · On-site
Collaborate with Product Owners, Business Analysts, Security, Infrastructure, and Engineering teams ... Web API development * Entity Framework Core * LINQ * Multithreading & asynchronous programming
Data Engineer
Austin, TX · On-site
$113K - $136K/yr
... production environment * • Proficiency in Python and PySpark for building and optimizing large ... layer development * • Knowledge of financial instruments including equities, fixed income ...
Quick apply
Data Engineer
Austin, TX · On-site
$113K - $136K/yr
... production environment * • Proficiency in Python and PySpark for building and optimizing large ... layer development * • Knowledge of financial instruments including equities, fixed income ...
Strong experience taking ML models from development to production Technical Skills (Must‑Have) * Programming: Python, PySpark * ML/MLOps: * MLflow * Model versioning and promotion * Drift detection ...
Quick apply
Strong experience taking ML models from development to production Technical Skills (Must‑Have) * Programming: Python, PySpark * ML/MLOps: * MLflow * Model versioning and promotion * Drift detection ...
... production issues and provide timely resolution * Collaborate with functional teams and business stakeholders for requirement gathering * Maintain technical documentation and follow development best ...
... production issues and provide timely resolution * Collaborate with functional teams and business stakeholders for requirement gathering * Maintain technical documentation and follow development best ...
IFS Developer
Fort Mill, SC · On-site +1
... production issues and provide timely resolution * Collaborate with functional teams and business stakeholders for requirement gathering * Maintain technical documentation and follow development best ...
IFS Developer
Fort Mill, SC · On-site +1
... production issues and provide timely resolution * Collaborate with functional teams and business stakeholders for requirement gathering * Maintain technical documentation and follow development best ...
Senior Data Analyst - Wealth Management
Austin, TX · On-site
$85K - $107K/yr
We combine services and products to maximize business impact for our clients in telecom, Banking ... Query Development & Pipeline Validation * Write complex SQL queries - including CTEs, window ...
Senior Data Analyst - Wealth Management
Austin, TX · On-site
$85K - $107K/yr
We combine services and products to maximize business impact for our clients in telecom, Banking ... Query Development & Pipeline Validation * Write complex SQL queries - including CTEs, window ...
Senior Data Analyst - Wealth Management
Austin, TX · On-site
$85K - $107K/yr
We combine services and products to maximize business impact for our clients in telecom, Banking ... Query Development & Pipeline Validation * Write complex SQL queries -- including CTEs, window ...
Quick apply
Senior Data Analyst - Wealth Management
Austin, TX · On-site
$85K - $107K/yr
We combine services and products to maximize business impact for our clients in telecom, Banking ... Query Development & Pipeline Validation * Write complex SQL queries -- including CTEs, window ...
$54.25 - $69.25/hr
... development of complex Angular-based web applications. * Define front-end architecture, coding standards and best practices. * Collaborate closely with UX/UI designers, backend engineers and product ...
$54.25 - $69.25/hr
... development of complex Angular-based web applications. * Define front-end architecture, coding standards and best practices. * Collaborate closely with UX/UI designers, backend engineers and product ...
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Full-time
Posted 24 days ago
Job description
Job Title: Senior ML Engineer
Location: Toronto, CA
Duration: Full-time
Role Summary
We are looking for a Senior ML Engineer to design, build, and productionize ML pipelines for a Trust Scoring platform, with a strong focus on replayability, determinism, explainability, and MLOps best practices.
This role is handson and platformfocused, working across batch inference, realtime scoring, feature engineering, and model monitoring, within an AWSnative architecture.
Key Responsibilities
ML Engineering & Model Productionization
- Productionize PoC ML models into reproducible, governed pipelines
- Implement deterministic preprocessing for train vs serve parity
- Develop batch and nearrealtime inference workflows
- Generate explainability artifacts (reason codes, score attribution)
MLOps Foundations
- Implement and maintain:
- MLflow (experiments, model registry)
- CI/CD pipelines for ML
- Champion/Challenger model frameworks
- Enable:
- Controlled rollouts (shadow, advisory, active scoring)
- Versioned feature and model deployments
Feature & Data Engineering Collaboration
- Design and consume features from:
- Batch and lowlatency feature stores
- Canonical entity models (subscriber, device, SIM)
- Collaborate on:
- Data quality validation
- Schema contracts
- Drift detection (feature + score)
Monitoring & Platform Reliability
- Implement:
- Feature drift detection
- Model performance monitoring
- SLA and freshness validation
- Support replay and recovery using idempotent design patterns
Required Skills & Experience
Core Experience
- 3-5 years handson experience as a Machine Learning Engineer
- Strong experience taking ML models from development to production
Technical Skills (MustHave)
- Programming: Python, PySpark
- ML/MLOps:
- MLflow
- Model versioning and promotion
- Drift detection and monitoring
- Data:
- Feature engineering
- Batch and streaming concepts
- Largescale datasets
Cloud & Platform
- AWS experience (preferred):
- S3, Spark/EMR, IAM, basic networking
- Familiarity with:
- Feature stores
- APIbased inference patterns
Nice to Have
- Experience with fraud, trust scoring, or risk modeling
- Exposure to PIIsensitive systems
- Experience migrating batch ML pipelines to realtime scoring
- Knowledge of explainable ML techniques