We are seeking a talented and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer, you will be responsible for designing, developing, and implementing machine learning models and algorithms that drive significant business impact.
You will collaborate closely with cross-functional teams to understand business requirements, extract and analyze data from multiple sources, and translate complex data insights into actionable solutions.
This role requires a deep understanding of machine learning techniques, strong programming skills, and the ability to deploy scalable machine learning solutions in production environments.
Roles and Responsibilities :
Data Collection and Preprocessing :
- Identify and collect relevant data from various sources, ensuring data quality and integrity.
- Clean, preprocess, and transform raw data to prepare it for analysis and modeling.
Feature Engineering :
- Develop and implement features that enhance model performance and accuracy.
- Conduct exploratory data analysis to understand data patterns and relationships.
Model Development and Training :
- Design and build machine learning models and algorithms using state-of-the-art techniques.
- Train and optimize models using large-scale datasets to achieve desired performance metrics.
Model Evaluation and Validation :
- Evaluate model performance and validate results using appropriate metrics.
- Conduct rigorous testing and validation to ensure robustness and reliability of models.
Deployment and Integration :
- Deploy machine learning models into production environments.
- Collaborate with software engineers to integrate models into existing systems and applications.
Monitoring and Maintenance :
- Monitor model performance in real-time and implement necessary adjustments.
- Maintain and update models to reflect changing business conditions and requirements.
Documentation and Reporting :
- Document code, methodologies, and experiment results thoroughly.
- Prepare clear and concise reports and presentations for stakeholders.
Research and Innovation :
- Stay current with latest advancements and trends in machine learning and AI.
- Explore new algorithms and techniques to improve model accuracy and efficiency.
Compensation :
- The compensation package for this role typically includes a competitive base salary, commensurate with experience and qualifications.
- Additional benefits may include performance bonuses, stock options, health insurance, retirement plans, and other perks depending on company policies and location.
Principal Machine Learning Engineer
Strong understanding of software engineering principles, ML frameworks and ML systems. ...
Machine Learning Engineer, Violations
We're looking for Machine Learning Engineers to join our team. Strong understanding of machine learning approaches and algorithms. To make them safe, aligned and actually useful, these models need human eval and reinforcement learning through human feedback (RLHF) during pre-training, fine-tuning, a...
Machine Learning Engineer
As a Machine Learning Engineer, you will build and deploy state of the art machine learning models at scale. Track record in machine learning innovation and familiarity with Deep Learning and advanced Machine Learning. Our fundamental work in AI includes: Imagen: Google’s text-to-image system, Image...
Senior Machine Learning Engineer - Underwriting & Credit
The Underwriting systems engineering team is the main interface between the world of ML and product engineering, and as such your work will include everything from backend engineering, developing data pipelines, to creating features, and working with rules engines. Work cross-functionally with produ...
Machine Learning Engineer, Video
We are looking for a Senior Machine Learning Engineer to work on their video stream team to improve the ML models. We are looking for an engineer that’s passionate about working in a startup environment that thrives on innovation and collaboration in New York City. You'll be working with a tal...
Machine Learning Engineer - Bloomberg Law
Within Bloomberg Law (BLAW), the BLAW Machine Learning Team is the central machine learning engineering team with 10 machine learning engineers working with groundbreaking technologies to build data-driven customer-facing products using Natural language processing (NLP), Information extraction (IE) ...
Machine Learning Model Engineer - VD
As a machine learning model engineer of the Samsung Ads Platform Intelligence (PI) team, you will have access to unique Samsung proprietary data to develop and deploy a wide spectrum of large-scale machine learning products with real-world impact. You will work closely with and be supported by a tal...
Machine Learning Engineer
We are looking for an engineer with robust experience in machine learning and strong mathematical foundations to join our growing ML team and to help drive the direction of our ML platform. Machine learning is a critical pillar of Jane Street's global business. A passion for keeping up with the stat...
Senior Machine Learning Engineer
PayPal is committed to fair and equitable compensation practices.Actual Compensation is based on various factors including but not limited to work location, and relevant skills and experience.The total compensation for this practice may include an annual performance bonus (or other incentive compens...
Machine Learning Platform Engineer
Enhancing the platform to handle ever-increasing data volumes and incorporate cutting-edge machine learning techniques. Knowledge of GPUs, related technologies and/or machine learning frameworks is a strong plus. ...