Machine Learning Engineer
3 weeks ago
Job Title: Machine Learning Engineer - Data Science Innovator
At Kloud9, we are seeking a highly skilled Machine Learning Engineer to join our team. The ideal candidate will have a strong background in data science and machine learning, with experience in deploying models to production.
Key Responsibilities:
- Studying, transforming, and converting data science prototypes
- Deploying models to production
- Training and retraining models as needed
- Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their respective scores
- Verifying data quality and ensuring it via data cleaning
- Supervising the data acquisition process if more data is needed
- 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
Requirements:
- 6+ years of IT experience in which at least 3+ years of relevant experience primarily in converting data science prototypes and deploying models to production
- Proficiency with Python and machine learning libraries such as pandas, xgboost
- Strong working experience with pyspark
- Experience with Machine Learning life cycle and training/retraining
- Strong expertise in using kubeflow/airflow and docker containerization
- Knowledge of Big Data frameworks like Hadoop, Spark, etc
- Experience in working with ML frameworks like TensorFlow, Keras, OpenCV
- Strong written and verbal communications
- Excellent interpersonal and collaboration skills
- Expertise in visualizing and manipulating big datasets
- Familiarity with Linux
- Ability to select hardware to run an ML model with the required latency
- Robust data modelling and data architecture skills
- Advanced degree in Computer Science/Math/Statistics or a related discipline
- Advanced Math and Statistics skills (linear algebra, calculus, Bayesian statistics, mean, median, variance, etc)
Nice to Have:
- Familiarity with Scala, Java, and R code writing
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