Machine Learning Engineer III
- Cradlepoint
- 4 - 6 years
- Bengaluru
- 4 months ago
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Job Description
Join our Team
About this opportunity:
Ericsson Enterprise Wireless Solutions (BEWS) is responsible for driving Ericsson s Enterprise Networking and Security business. Our expanding product portfolio covers wide area networks, local area networks, and enterprise security. We are the #1 global market leader in Wireless-WAN enterprise connectivity and are rapidly growing in enterprise Private 5G networks and Secure Access Services Edge (SASE) solutions.
What you will do:
- Define and implement model validation processes and business success criteria in data science terms.
- Rapidly develop and iterate minimum viable solutions (MVS) that address enterprise needs.
- Build MLOps pipelines for continuous integration, continuous delivery, validation, and monitoring of AI/ML models.
- Design and implement effective big data storage and retrieval strategies (indexing, partitioning, etc.).
- Develop and maintain APIs for AI/ML models and optimize data pipelines.
- Lead end-to-end ML projects from conception to deployment.
The skills you bring:
- 4 6 years of hands-on experience in machine learning, AI, and data science.
- Strong knowledge of ML frameworks (Keras, TensorFlow, Spark ML, etc.).
- Experience with containerization & orchestration (Docker, Kubernetes, Helm charts).
- Hands-on expertise with workflow orchestration tools (Kubeflow, Airflow, Argo).
- Strong programming skills in Python and experience with C++, Scala, Java, R.
- Experience in API design & development for AI/ML models.
- Familiarity with AWS services (Data Lake, Athena, SageMaker, OpenSearch, DynamoDB, Redshift).
- Strong understanding of self-hosted deployment of LLMs on AWS.
- Experience in RASA, LangChain, LangGraph, LlamaIndex, Django, Open Policy Agent.
- Expertise in monitoring tools like Datadog for K8S environments.
Educational Qualifications
B.Tech/B.E. in Computer Science, MCA, or a Master s in Mathematics/Statistics from a top-tier institute.
Job Classification
Industry: Software ProductFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: CradlepointLocation(s): Bengaluru+ View Contact
Keyskills: Wireless Computer science C++ Networking data science WAN Machine learning Workflow MVS Python
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