Machine Learning Engineer
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Job Title
ML Engineer at Alle, based out of Bengaluru - Onsite Role
Company Details
Alle is building an AI-powered digital assistant that helps consumers with their lifestyle goals (shopping, travel, entertainment, inspiration etc.) across the information they curate online (screenshots, links, notes etc.).
Job Roles & Responsibilities
- Built recommendation systems from scratch and to a large scale.
- Develop and deploy machine learning models using PyTorch and TensorFlow to enhance organizational tools.
- Collaborate with cross-functional teams to transform ideas into actionable AI solutions.
- Optimize ML model performance and scalability for seamless integration with existing systems.
- Stay updated with the latest trends in AI/ML to propose innovative features.
- Troubleshoot and resolve issues related to ML interference in production environments.
- Contribute to improving the efficiency and effectiveness of the organization's AI-driven applications.
- Mentor junior engineers and share best practices in AI/ML development.
- Ensure a smooth transition from model development to deployment in collaboration with the ops team.
Cultural Expectations
- Embrace a fast-paced environment and adapt quickly to changes.
- Collaborate effectively within cross-functional teams to drive innovation.
- Encourage creative problem-solving and think outside the box.
- Maintain a proactive attitude and prioritize tasks efficiently.
- Communicate openly and effectively to foster a transparent work culture.
Hiring Process
R1 Profile shortlisting
R2 Tech interview
R3 Assignment
R4 General Culture fit
Job ID: 116682183
Skills:
Java, Sql, Tensorflow, Nosql, Pytorch, Keras, MongoDB, Python, LLMs, Google Cloud AI Platform, Scikit-learn, Statistics, calculus, Pinecone, R, AWS SageMaker, Llama, Azure AI, linear algebra, GPT-4
Skills:
Natural Language Processing, Tensorflow, Computer Vision, Pytorch, XGBoost, Python, scikit-learn, tabular machine learning, LightGBM, time-series forecasting, recommendation systems, ranking systems
Skills:
Tensorflow, Numpy, Git, Pytorch, Pandas, Rest Apis, Python, scikit-learn, Jupyter, cloud-based machine learning platforms
Skills:
Scipy, Nodejs, Tensorflow, RDBMS, MySQL, Python, Matplotlib, Scala, Pca, Numpy, Pandas, Opencv, Influxdb, Decision Trees, Seaborn, MongoDB, Random Forests, Support Vector Machines, Timescale, XG Boosting, ggplot2, R, Bokeh, Multi Variable Regression, Plotly, Density Clustering, Statsmodels, ScikitLearn
Skills:
3d reconstruction , object detection , Mvs, Tensorflow, Numpy, Git, Pytorch, Opencv, Python, SLAM, pipeline optimization, COLMAP, semantic instance segmentation, large-scale data processing, 3D vision techniques, SfM
