Job Description
Job Description
Adeptmind - Machine Learning Engineer
Our platform helps online retailers bridge the gap between online and offline conversion rates. A bad search means a bad customer experience.
Our technology uses deep learning and natural language processing to eliminate the no results found problem and show your customers what they want when they want it.
Our results speak for themselves. No fancy jargon, just 100% accuracy every time.
We believe search should be intuitive and intelligent, rather than a barrier for online stores and customers. We have the tools. Let’s make it happen.
Position
As a Machine Learning Engineer, you will be responsible for developing, implementing, and maintaining machine learning models and algorithms that drive key business decisions and enhance our products and services.
Responsibilities :
Develop and implement machine learning models and algorithms to solve complex business problems.
Optimize and fine-tune machine learning models for performance, accuracy, and scalability.
Stay up-to-date with the latest advancements in machine learning techniques and tools, and apply them to improve existing models.
Collaborate with data engineers to design and develop scalable data pipelines and infrastructure for model training and deployment.
Participate in code reviews, provide feedback, and contribute to the improvement of the machine learning infrastructure and processes.
Your qualification
Knowledge of machine learning / deep learning theory and algorithms
Knowledge about model optimization methods : 1st / 2nd order methods, bayesian
optimization, etc
Proficiency in mainstream machine learning / deep learning frameworks :
sklearn, TensorFlow, PyTorch, keras, etc.
Algorithm, data structure, and object-oriented programming skills
Proficiency in Python Programming skills
Experience in applying machine learning algorithms for natural language
processing / generation tasks
Experience with the Linux stack (bash, git, package management etc.)
Experience in processing big data.
Nice to Haves
Familiarity with data platforms : MongoDB, SQL, Lucence, ElasticSearch.
Experience with team software development process : design, testing, coding, and peer
reviews
Experience in modular design for software development.
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