AI / ML Engineer - Pune - Saama Technologies
- Saama Technologies
- 3 - 5 years
- Pune
- 5 years ago
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Job Description
We are looking for an AI/ML Engineer to help us extract value from our data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production. The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field. Responsibility: Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress Managing available resources such as hardware, data, and personnel so that deadlines are met Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world Verifying data quality, and/or ensuring it via data cleaning Supervising the data acquisition process if more data is needed Finding available datasets online that could be used for training Defining validation strategies Defining the preprocessing or feature engineering to be done on a given dataset Defining data augmentation pipelines Training models and tuning their hyperparameters Analyzing the errors of the model and designing strategies to overcome them Deploying models to production Skills:
Proficiency with a Deep Learning and Neural Networks
Proficiency with Python, R and PyTorch
Proficiency with computer vision and Recurrent Network (LSTMs)
Expertise in visualizing and manipulating big datasets
Ability to select hardware to run an ML model with the required latency
Job Classification
Industry: IT-Software / Software ServicesFunctional Area: Other, Role Category: OtherRole: OtherEmployement Type: Full timeEducation
Under Graduation: Any Graduate in Any SpecializationPost Graduation: Post Graduation Not RequiredDoctorate: Doctorate Not Required, Any Doctorate in Any SpecializationContact Details:
Company: Saama TechnologiesLocation(s): Pune
Keyskills: Training Computer vision deep learning Neural networks Artificial Intelligence Data collection Deployment Data quality Supervision Python
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Saama Technologies
Saama Technologies is one of the largest pure-play business analytics solutions and services company in the industry. Based in Campbell, CA, Saama has over 21 years of history in implementing business analytics, big data, predictive analytics and data management solutions for global clients in life ...
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