Engineering Manager - ML
- [24]7.ai India
- 3 to 6 Yrs
- Bengaluru
- 3 years ago
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Job Description
About [24]7.ai:
24]7 is redefining the way companies interact with consumers. Using artificial intelligence and machine learning to understand consumer intent, [24]7 s technology helps companies create a personalized, predictive and effortless customer experience across all channels. The world s largest and most recognizable brands are using intent-driven engagement from [24]7 to assist several hundred million visitors annually, through more than 1.5 billion conversations, most of which are automated. The result is an order of magnitude improvement in digital adoption, customer satisfaction, and revenue growth.
For more information, visit: http://www.247.ai
Do you want to help define the next generation of customer experience Reshape how consumers interact and engage with businesses Then, this role might be for you.
Brief about Role
The Platforms team of the ML Engineering group at [24]7.ai builds scalable AI to aid in conversational AI, agent assist solutions, and ad personalization for the Cloud. Apart from building machine learning models, this team is also responsible for the scalable deployment, interpretation and monitoring of these models. We are looking for a highly motivated and qualified machine learning engineering manager to help drive our MLOps initiatives. This role is ideal for candidates with strong, hands-on skills in machine learning, model monitoring, and taking machine learning models to production including continuous integration (CI), continuous delivery (CD), and continuous training (CT).
Work Location : Bangalore
Experience : 12+ years experience in Software Engineering
Education : Graduation / Masters in Computer Science / IS / IT
Requirements:
- 10+ year of demonstrated experience in developing highly scalable, reliable, and real-time data processing pipelines combined with experience in Machine Learning workflow and model deployment
- 7+ years of experience leading and software product development teams in an Agile environment
- 7+ years of experience with a variety of SQL and No-SQL data stores such as MongoDB, Cassandra, HBase, MySQL/Postgres
- 5+ years of demonstrated experience in developing data pipelines using Python/Java/Scala on various frameworks(especially on Apache Spark) on AWS, Azure, or similar cloud platforms; Demonstrated experience in Data security aspects and implementation.
- 3+ years of demonstrated experience in designing and deploying software using frameworks for machine learning such as TensorFlow, Theano, Keras, Scikit-learn, Spark ML, CNTK, Matlab, Torch, Caffe, MXNet, H2O
- Ability to work with structured, semi-structured and unstructured datasets uncovering information and identifying complex links across different data sets
- Experience with Docker and Kubernetes
- Experience with one or more programming languages such as Java, Scala or Python.
- Ability to nurture/mentor others in the team.
- A can-do attitude in anticipating and resolving problems to help your team to achieve its goals.
- Excellent communication skills with direct team members as well as external teams and stakeholders.
- Must have experience in Agile development methods.
Responsibilities
- Collaborate with the Engineering, Product and Cloud Infrastructure teams to define and build MLOps pipelines
- Participate in defining the architecture and in developing of the MLOps pipeline
- Collaborate within the Data Science Group to define requirements and test loads
- Enable the data science group to deploy newly built as well as legacy machine learning models on the MLOps platform
- Work with the data science leadership, engineering leadership and product leadership to define processes for deployment of AI models on the MLOps platform
Does your profile matches to above Job description and looks exciting Then look no further and share your resume to Ar*****s@***.ai
,Employement Category:
Employement Type: Full timeIndustry: IT - Software
Role Category: General / Other Software
Functional Area: Not Applicable
Role/Responsibilies: Engineering Manager - ML
Contact Details:
Company: 24 7 CustomerLocation(s): Bengaluru
![[24]7.ai India](/uploads/companies/company_logo.webp){kind=logo}
[24]7.ai India
About [24]7.ai:24]7 is redefining the way companies interact with consumers. Using artificial intelligence and machine learning to understand consumer intent, [24]7s technology helps companies create a personalized, predictive and effortless customer experience across all channels...
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