Lead ML Engineer

5 days ago

Dallas, TX, United States Damco Solutions Full time

Client is looking for a candidate that has done end to end machine learning models from ideation to productions at least a few times. This person needs to be hands on with coding & contributing to the ideation, production & deployment of the ML model.

• 10+ years' experience
• Work and collaborate with data science and engineering teams to deploy and scale models and algorithms.
• Operationalize complex machine learning models into production including end to end deployment.
• Understand standard Machine Learning algorithms (Regression, Classification) & Natural Language processing concepts (sentiment generation, topic modeling, TFIDF) .

  • Must have strong exp with GCP
• Working knowledge of standard ML packages like scikit learn, vader sentiment, pandas, pyspark.
• Design, Develop and maintain adaptable data pipelines to maintain use case specific data.
• Integrate ML use cases in business pipelines & work closely with upstream & downstream teams to ensure smooth handshake of information.
• Develop & maintain pipelines to generate & publish model performance metrics that can be utilized by Model owners for Model Risk Oversight's model review cadence.
• Support the operationalized models and develop runbooks for maintenance.

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