Machine Learning Engineering Manager
- Jet2 Travel
- 5 - 9 years
- Pune
- 2 months ago
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Job Description
Reporting to the General Manager - Data Science,theMachine Learning Engineering Managerwill bea key part of the Data Science Management Team, leading the productionising of advanced analytics and Machine Learning initiatives. In this exciting new role, you will be expected to collaborate with technical and data teams, building out platform capability and processes to serve our Data Science and analytics community.
Roles and Responsibilities
What will you do in the role?
With strong experience in managing technical teams and Machine Learning development lifecycles,you will be responsible for theday to day management of the Machine Learning Engineering team, ensuring they are delivering high quality solutions. You will also:
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Coach and develop the MLE team to leverage cutting edge Data Science, Machine Learning & AI technology.
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Maintain, evolve and develop our platforms to ensure that we have robust, scalable environments for the Data Scientists
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Provide technical guidance, support and mentorship to team members, helping them grow in their roles.
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Stay current with industry trends and advancements in AI and ML to support the companys data strategy.
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Establish and enforce best practice for ML & AI model deployment and monitoring.
What are the key skills / experience youll already have?
You will be highly numerate with a strong technical background with a proven ability to maintain hands on technical contribution whilst managing a team. You will have:
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Experience of training, evaluating, deploying and maintaining Machine Learning models
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Sound understanding of data warehousing and ETL tools
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Strong technical skills in following key tools & technologies
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Python and PySpark for data processing
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Familiarity with Snowflake, RDBMS or other databases
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Experience of working with Cloud infrastructure
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Experience of building infrastructure as code using technologies such as Terraform
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Exposure to ML Frameworks like Scikit Learn/TensorFlow/PyTorch
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Strong drive to master new tools, platforms, and technologies.
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Methodical approach with good attention to detail
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Effective communication skills Ability to work with international teams and across cultures.
Job Classification
Industry: AviationFunctional Area / Department: Engineering - Software & QA
Role Category: Software Development
Role: Engineering Manager
Employement Type: Full time
Contact Details:
Company: Jet2 TravelLocation(s): Pune
Keyskills: snowflake python development rdbms scikit-learn pyspark data warehousing engineering management machine learning monitoring artificial intelligence analytics cloud tensorflow data science etl tool pytorch terraform etl communication skills statistics deployment
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Jet2 Travel
Jet2 Travel Technologies Private Limited (J2TT) provides Information Technology (IT) services to Jet2.com and Jet2Holidays. J2TT works alongside the existing UK-based IT teams.
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