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Provectus · 3 days ago

Senior ML Engineer (GenAI) (copy)

United States

Full-time

Remote

Senior Level

Provectus is a company focused on delivering innovative machine learning solutions, and they are seeking a Senior ML Engineer to design, develop, and deploy production-grade machine learning applications. The role involves mentoring junior engineers, solving complex ML problems, and contributing to best practices in machine learning.

Artificial Intelligence (AI)Health InsuranceInformation TechnologyInsuranceMedia and EntertainmentPharmaceuticalRetail Technology

H1B Sponsor Likely

Responsibilities

Design and implement end-to-end ML solutions from experimentation to production

Build scalable ML pipelines and infrastructure

Optimize model performance, efficiency, and reliability

Write clean, maintainable, production-quality code

Conduct rigorous experimentation and model evaluation

Troubleshoot and resolve complex technical challenges

Mentor junior and mid-level ML engineers

Conduct code reviews and provide constructive feedback

Share knowledge through documentation, presentations, and workshops

Collaborate with cross-functional teams (DevOps, Data Engineering, SAs)

Contribute to internal ML practice development

Stay current with ML research and emerging technologies

Propose improvements to existing solutions and processes

Contribute to the development of reusable ML accelerators

Participate in technical discussions and architectural decisions

Qualification

Machine Learning FundamentalsML FrameworksPythonModel DeploymentAWS ServicesDeep LearningLLM ApplicationsData PipelinesContainerizationCI/CDPrompt EngineeringRAG SystemsVector DatabasesLLM EvaluationData ManipulationSQLBig DataMonitoringExperiment TrackingCloud ArchitectureInfrastructure as Code

Required

ML Fundamentals: supervised, unsupervised, and reinforcement learning

Model Development: feature engineering, model training, evaluation, hyperparameter tuning, and validation

ML Frameworks: classical ML libraries, TensorFlow, PyTorch, or similar frameworks

Deep Learning: CNNs, RNNs, Transformers

LLM Applications: Experience building production LLM-based applications

Prompt Engineering: Ability to design effective prompts and chain-of-thought strategies

RAG Systems: Experience building retrieval-augmented generation architectures

Vector Databases: Familiarity with embedding models and vector search

LLM Evaluation: Experience with evaluation metrics and techniques for LLM outputs

Python: Advanced proficiency in Python for ML applications

Data Manipulation: Expert with pandas, numpy, and data processing libraries

SQL: Ability to work with structured data and databases

Data Pipelines: Experience building ETL/ELT pipelines

Big Data: Experience with Spark or similar distributed computing frameworks

Model Deployment: Experience deploying ML models to production environments

Containerization: Proficiency with Docker and container orchestration

CI/CD: Understanding of continuous integration and deployment for ML

Monitoring: Experience with model monitoring and observability

Experiment Tracking: Familiarity with MLflow, Weights and Biases, or similar tools

AWS Services: Strong experience with AWS ML services (SageMaker, Lambda, etc.)

GCP Expertise: Advanced knowledge of GCP ML and data services

Cloud Architecture: Understanding of cloud-native ML architectures

Infrastructure as Code: Experience with Terraform, CloudFormation, or similar

Preferred

Practical experience with cloud platforms (AWS stack is preferred, e.g. Amazon SageMaker, ECR, EMR, S3, AWS Lambda)

Practical experience with deep learning models

Experience with taxonomies or ontologies

Practical experience with machine learning pipelines to orchestrate complicated workflows

Practical experience with Spark/Dask, Great Expectations

Company

Provectus

Provectus is an Artificial Intelligence consultancy and solutions provider helping businesses achieve their objectives through AI.

Founded in 2010

Palo Alto, California, USA

201-500 employees

http://www.provectus.com

H1B Sponsorship

Provectus has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2025 (2)

2024 (2)

2023 (1)

2022 (4)

2021 (1)

2020 (2)