Full Time Senior Machine Learning Engineer Jobs in EPAM Systems Inc Mountain View, CA

Join our innovative team as a Senior Machine Learning Engineer and take the lead in pioneering solutions for the energy sector. You will design and maintain the complete end-to-end machine learning lifecycle, ensuring seamless integration of algorithms into our production environment. Work hands-on with seismic and well log data, identifying key geologic characteristics and managing various subsurface data formats. You will also be responsible for writing clear specifications, documentation, and user guides. This role offers the opportunity to drive groundbreaking projects and make a significant impact in the industry. Apply now and be part of our forward-thinking team!

Responsibilities:

• Design, maintain, troubleshoot, and optimize the complete end-to-end machine learning life cycle
• Work with products related to seismic and well log data
• Identify simple geologic characteristics within data (faults, horizons) as well as different subsurface data formats and types
• Lead the transition of machine learning algorithms to the production environment and integration into the ecosystem
• Write specifications, documentation and user guides for developed solutions

Requirements:

• Extensive experience building and deploying machine learning models
• Strong understanding of image processing and time series signal processing
• Highly skilled in TensorFlow and PyTorch
• Comfortable training and fine-tuning ML models
• Hands on with building and maintaining data pipelines for image and other sensor data
• Exposure to ML Ops tools and practices such as model monitoring, versioning, and deployment
• History working with cloud platforms such as GCP
• Familiar with data labelling tools and edge deployments
• Knowledge of Protocol Buffers and Containers
• Ability to build prototypes to validate hypotheses
• Excellent collaboration and problem-solving skills

We offer:

• Medical, Dental and Vision Insurance (Subsidized)
• Health Savings Account
• Flexible Spending Accounts (Healthcare, Dependent Care, Commuter)
• Short-Term and Long-Term Disability (Company Provided)
• Life and AD&D Insurance (Company Provided)
• Employee Assistance Program
• Unlimited access to LinkedIn learning solutions
• Matched 401(k) Retirement Savings Plan
• Paid Time Off
• Legal Plan and Identity Theft Protection
• Accident Insurance
• Employee Discounts
• Pet Insurance
• Employee Stock Purchase Program