AI Architect
Bengaluru, India
Applications have closed
Bosch Group
Moving stories and inspiring interviews. Experience the meaning of "invented for life" by Bosch completely new. Visit our international website.Company Description
Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 22,700 associates, it’s the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region.
Job Description
Job Description
Job Description
- Minimum of 8+ years of experience working with large data sets or do large scale quantitative analysis
- Will be responsible for leading architecture, design and implementation of AI/ML and MLOps solutions across team of Data Scientists, Data Engineers, ML Engineers, Cloud, Analytics, DevOps and Visualization teams
- Experience in analyzing complex problems and translating them to data science algorithms with due attention to computational efficiency and testing at scale.
- Authoritative experience in the field of Data Science to influence stake holders across varied work streams and geographical locations, ability to challenge the status quo to improve the base line models and the models which are already productionized.
- Experience in machine learning, supervised and unsupervised: Forecasting, Classification, Data/Text Mining, NLP, Search Algorithms, Deep Learning Algorithms.
- Experience in using MLOps frameworks like Kubeflow, MLFlow, Airflow Pipelines for building, deploying, and managing multi-step ML workflows based on Docker containers and Kubernetes.
- Experience with workflow orchestration tools like Kubeflow, Airflow, Argo or similar tools
- Exposure to deep learning approaches and modeling frameworks (PyTorch, Tensorflow, Keras, etc.)
- Experience in frameworks to depict interpretability of models using libraries like Lime, Shap etc.
- Experience working with big data - identifying trends, patterns, and outliers in large volumes of data.
- Strong implementation experience with Python, and familiarity with Linux/Unix/Shell environments
- Strong hands-on skills in sourcing, cleaning, manipulating and analyzing large volumes of data using distributed computing platform
- Experience with Hive / Spark / Teradata and NOSQL databases
- Experience in using code versioning tools like GIT, bit bucket; building CI/CD pipelines for ML projects
- Experience in productionizing ML models in any of the cloud platforms - AWS/GCP/Azure
- Good to have experience in building automated/semi-automated model retraining pipelines.
- Superior verbal, visual and written communication skills to educate and work with cross functional teams on controlled experiments.
- Candidates with prior publications in the field of Data Science are highly preferred.
- Tech savy and willing to work with open-Source Tools
- Willingness to learn IoT, Edge AI and keep up to date with technologies
Qualifications
Qualifications
Phd related to AI/ML
Additional Information
Additional information
Good to have
- Whitepaper submissions and IP filings
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow Architecture AWS Azure Big Data CI/CD Classification Deep Learning DevOps Docker Engineering GCP Git Keras Kubeflow Kubernetes Linux Machine Learning MLFlow ML models MLOps NLP NoSQL Open Source PhD Pipelines Python PyTorch Spark TensorFlow Teradata Testing
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open MLOps Engineer jobs
- Open Data Science Manager jobs
- Open Lead Data Analyst jobs
- Open Data Manager jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Power BI Developer jobs
- Open Sr Data Engineer jobs
- Open Principal Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Data Analytics Engineer jobs
- Open Junior Data Scientist jobs
- Open Product Data Analyst jobs
- Open Data Scientist II jobs
- Open Sr. Data Scientist jobs
- Open Senior Data Architect jobs
- Open Business Data Analyst jobs
- Open Data Analyst Intern jobs
- Open Big Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Data Product Manager jobs
- Open Junior Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Azure Data Engineer jobs
- Open Principal Data Scientist jobs
- Open GCP-related jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open PhD-related jobs
- Open APIs-related jobs
- Open TensorFlow-related jobs
- Open PyTorch-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open CI/CD-related jobs
- Open LLMs-related jobs
- Open Kubernetes-related jobs
- Open Generative AI-related jobs
- Open Data governance-related jobs
- Open Hadoop-related jobs
- Open Airflow-related jobs
- Open Docker-related jobs