Manager Machine Learning Engineering
Ann Arbor, MI
As a Nexient Senior Machine Learning Engineer, you'll lead an Agile team delivering machine learning applications and systems at scale. You'll lead technical design, development, and implementation of machine learning applications using existing and emerging technology platforms to deliver business value to Nexient's clients. Working within an Agile environment, you’ll serve as a technical lead, helping guide machine learning architectural design decisions, developing and reviewing model and application code, and ensuring high availability and performance of machine learning applications. You'll have the opportunity to continuously learn and apply the latest innovations and best practices in machine learning engineering. You’ll also mentor other engineers and develop your technical knowledge and skills to keep Nexient at the cutting edge of technology.
Role and Responsibilities:
- Deliver production ML software models and components that solve real-world business problems, while working in collaboration with product and application teams
- Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment
- Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art, next generation big data and machine learning applications
- Leverage cloud-based architectures and technologies to deliver optimized ML models at scale
- Construct optimized data pipelines to feed ML models
- Leverage continuous integration and continuous deployment best practices, including test automation and monitoring, to ensure successful deployment of ML models and application code
- Advocate for software and machine learning engineering best practices
- Function as a technical or project lead and while mentoring junior engineering talent
Required Skills and Experience:
- 5+ years of experience building, scaling, and optimizing enterprise-grade Machine Learning systems, using frameworks such as scikit-learn, XGBoost, TensorFlow, PyTorch, and Spark, to perform a variety of predictive tasks on both structured and unstructured data
- 3+ years of experience designing and building data-intensive, production-ready solutions using distributed computing frameworks such as Spark
- 3+ years of experience developing and deploying Machine Learning solutions in a public cloud environment (AWS Azure, or Google Cloud).
- Mastery of data wrangling in rational databases using SQL
- Significant experience architecting cutting-edge MLOps systems in enterprise environments
- Knowledge of object-oriented programming design best practices
- Professional services experience
- Cloud certification preferred
* Salary range is an estimate based on our salary survey at salaries.ai-jobs.net
Tags: Agile ANN AWS Azure Big Data Data pipelines Engineering Google Cloud Machine Learning ML ML models MLOps Pipelines PyTorch Scikit-Learn Spark SQL TensorFlow Testing Unstructured data UX XGBoost
Perks/benefits: Career development Flex hours Flexible spending account Flex vacation Health care Insurance Medical leave
Other jobs like this
Explore more AI/ML/Data Science career opportunities
Find open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general, filtered by job title or popular skill, toolset and products used.
- Open Data Engineer (Remote) jobs
- Open Data Engineer II jobs
- Open Data Analytics Manager jobs
- Open Junior Data Analyst jobs
- Open Machine Learning Scientist jobs
- Open Computer Vision Engineer jobs
- Open Data Analytics Engineer jobs
- Open Senior Data Analyst (Bangkok Based, relocation provided) jobs
- Open Research Scientist, Computer Vision jobs
- Open Marketing Data Analyst jobs
- Open Senior Data Architect jobs
- Open Data Engineering Lead jobs
- Open Autonomous Vehicle System Test Specialist jobs
- Open Head of Data Science jobs
- Open Junior Data Engineer jobs
- Open Data Scientist II jobs
- Open Data Scientist (Remote) jobs
- Open Research Scientist, NLP jobs
- Open Lead Data Analyst jobs
- Open Data Analyst (Remote) jobs
- Open Senior Marketing Data Analyst jobs
- Open Associate Data Analyst- Customer Experience Group | Bangkok-based jobs
- Open Senior Data Engineer (Remote) jobs
- Open Sr. Data Analyst jobs
- Open Director of Data Engineering jobs
- Open Data visualization-related jobs
- Open TensorFlow-related jobs
- Open Looker-related jobs
- Open Excel-related jobs
- Open Snowflake-related jobs
- Open Business Intelligence-related jobs
- Open Redshift-related jobs
- Open Streaming-related jobs
- Open APIs-related jobs
- Open Hadoop-related jobs
- Open Economics-related jobs
- Open Azure-related jobs
- Open PyTorch-related jobs
- Open GCP-related jobs
- Open Kafka-related jobs
- Open Docker-related jobs
- Open Kubernetes-related jobs
- Open Git-related jobs
- Open NLP-related jobs
- Open BigQuery-related jobs
- Open Consulting-related jobs
- Open Pandas-related jobs
- Open Power BI-related jobs
- Open Data Warehousing-related jobs
- Open Scikit-Learn-related jobs