Machine Learning Engineer
Company: Tiger Analytics
Location: Jersey City
Posted on: June 19, 2022
Job Description:
DescriptionTiger Analytics is looking for experienced Machine
Learning Engineers to join our fast-growing advanced analytics
consulting firm. Our employees bring deep expertise in Machine
Learning, Data Science, and AI. We are the trusted analytics
partner for multiple Fortune 500 companies, enabling them to
generate business value from data. Our business value and
leadership has been recognized by various market research firms,
including Forrester and Gartner.You Will Be Responsible ForWe are
looking for top-notch talent as we continue to build the best
global analytics consulting team in the world.
- Providing solutions for the deployment, execution, validation,
monitoring, and improvement of data science solutions
- Creating Scalable Machine Learning systems that are highly
performant
- Building reusable production data pipelines for implemented
machine learning models
- Writing production-quality code and libraries that can be
packaged as containers, installed and deployedYou will collaborate
with cross-functional teams and business partners and will have the
opportunity to drive current and future strategy by leveraging your
analytical skills as you ensure business value and communicate the
results.Requirements
- Bachelor's degree or higher in computer science or related,
with 5+ years of work experience
- Ability to collaborate with Data Engineers and Data Scientists
to build data and model pipelines and help run machine learning
tests and experiments
- Ability to manage the infrastructure and data pipelines needed
to bring ML solutions to production
- End-to-end understanding of applications being created
- Ability to maintain scalable machine learning solutions in
production
- Ability to abstract the complexity of production for machine
learning using containers
- Ability to troubleshoot production machine learning model
issues, including recommendations for to retrain and
revalidate
- Experience with Big Data Projects using multiple types of
structured and unstructured data
- Ability to work with a global team, playing a key role in
communicating problem context to the remote teams
- Excellent communication and teamwork skillsAdditional Skills
Required
- Python, Spark, Hadoop, and Docker with an emphasis on good
coding practices in a continuous integration context, model
evaluation, and experimental design
- Knowledge of ML frameworks like Scikitlearn, Tensorflow, and
Keras
- Knowledge of MLflow, Airflow, and Kubernetes
- Experience with Cloud environments and knowledge of offerings
such as AWS SageMaker
- Proficiency in statistical tools, relational databases, and
expertise in programming languages (Python/SQL)BenefitsThis
position offers an excellent opportunity for significant career
development in a fast-growing and challenging entrepreneurial
environment with a high degree of individual responsibility.
Keywords: Tiger Analytics, Jersey City , Machine Learning Engineer, Engineering , Jersey City, New Jersey
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