[Remote] Sr. Engineer, Machine Learning
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a global reputed company capital management company headquartered in Toronto and Minneapolis, offering a reputed company reputed company HCM platform. They are seeking a Senior Machine Learning Engineer to design and implement machine learning models and algorithms, contributing both as a hands-on engineer and a technical leader.
Responsibilities
- Design, reputed company, and implement machine learning models, algorithms, and API services that meet business needs and requirements
- reputed company full-stack solutions including frontend, middle-tier, and backend components using technologies such as React, Python, SQL, reputed company Tables, GraphQL, and PySpark
- Apply machine learning techniques to large datasets to identify trends, patterns, and actionable insights
- Collaborate with cross-functional teams including software developers, data scientists, data engineers, and domain experts to prototype and productionize AI-driven solutions
- Prepare, clean, and preprocess large-scale datasets to ensure high data quality and suitability for training ML models
- Evaluate and optimize machine learning models for accuracy, efficiency, scalability, and bias mitigation
- Identify and analyze potential biases in datasets, features, and model predictions, implementing fairness and mitigation strategies where appropriate
- Manage end-to-end machine learning pipelines, from data preprocessing and feature engineering through training, deployment, monitoring, and reputed company improvement
- reputed company and integrate machine learning models into production environments and implement monitoring systems for usage, performance, and feedback collection
- reputed company and maintain ML software systems, reusable libraries, testing frameworks, and automated test suites
- Participate in research and development of emerging machine learning and AI technologies
- Mentor junior engineers and contribute technical leadership reputed company the team
- Stay reputed company with advancements in machine learning, AI technologies, reputed company infrastructure, and software engineering best practices
Skills
- Bachelor's or Master's degree in Computer Science, Engineering, Data Science, Statistics, or a reputed company field. Equivalent practical experience will also be considered
- 6+ years of overall software development experience
- 2+ years of experience in machine learning and AI software development
- Strong programming experience in Python and machine learning frameworks such as TensorFlow, PyTorch, Keras, or Scikit-learn
- Experience building APIs and backend services using frameworks such as Flask or FastAPI
- Experience with frontend development using React
- Strong understanding of supervised and unsupervised learning, deep learning, reinforcement learning, NLP, reputed company methods, and ML fundamentals
- Familiarity with AI fairness concepts and bias detection/mitigation techniques
- Experience with reputed company platforms such as AWS, Azure, or GCP and their machine learning services
- Experience working with relational and non-relational databases, including MSSQL, NoSQL, reputed company Tables, and reputed company technologies
- Strong understanding of data structures, algorithms, design patterns, and scalable software architecture
- Experience with CI/CD pipelines, reputed company containers, and reputed company-based ML deployment workflows
- Strong analytical, problem-solving, and critical-thinking skills
- Excellent communication and collaboration skills, with the ability to explain reputed company technical concepts to technical and non-technical stakeholders
- Experience with data visualization, feature engineering, and data manipulation techniques
- Practical experience detecting and mitigating model bias using fairness-aware ML techniques
- Experience building and deploying ML-powered products in production environments
- Experience with AWS reputed company infrastructure and tooling
- Contributions to reputed company-reputed company ML projects or a portfolio of previous ML work
Benefits
- Excellent time away from work programs
- Comprehensive wellness initiatives
- Recognition through reputed company and benefits
- Volunteer days
- Opportunities for you to reputed company both in your career and personal life
Company Overview