ML Engineer
Job Description:
Responsibilities:
- 2-4 years of extensive experience in NLP, Machine Learning and Deep Learning
- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, CNNs, etc.
- Hand-on experience on building DL models from scratch for different NLP problems like Text Classification, NER etc.
- Very good experience with common data science toolkits of Python like numpy, pandas, PyTorch. Excellence in at least one of these is highly desirable
- Experience with data visualisation tools like matplotlib, pyplot..etc
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Understanding of traditional and advanced NLP techniques for text representation, semantic extraction techniques, data structures and modelling.
- Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
- Deployment of Machine Learning and Deep Learning algorithms on cloud based services (AWS ge maker, GCP MLE, Digital Ocean, etc.)
- Contribution to building and enhancement of ML / DL model used in job posting. Also building different recommendation models to improve job ranking.
Required Skills:
- An analytical mind with problem-solving abilities.
- Expertise in con?guration management systems CI/CD (Docker, Kubernetes, etc.)
- Frameworks - Pytorch/Tensorflow, Keras, scikit-learn
- Programming Languages - Python
- Database - Mongodb/SQL
- Strong communication skills
About the Company:
It provides the industry’s first AI-based recruitment marketing platform that is designed to quickly and directly publish job postings to Google for Jobs, maximize their visibility and accelerate the flow of qualified candidates. Created for recruiters, talent acquisition teams and HR professionals, Jobiak offers the fastest and most direct path to posting jobs on Google for Jobs with “three clicks to publish,” all without the need for HTML coding or developer support. Jobiak is headquartered in Burlington, MA, with international offices in India. For more information, please visit https://www.jobiak.ai/
Key Skills :
Company Profile
Our mission is to fuse machine learning technology with practical recruitment approaches and proven marketing funnel strategies to transform the candidate recruitment process, accelerate qualified candidate flow, and reduce the cost and time to hire.
We have accomplished its goal by being the first in the industry to scrape 100% of all online jobs in real-time by fully leveraging its AI and ML capabilities and experience.
In addition, it has introduced another industry first by automating the conversion and optimization of job descriptions to meet Google’s schema requirements. This has enabled us to fully leverage the power of Google to make any online job available in the top 20 of search results to ~73% of all job seekers.
Apply Now
- Interested candidates are requested to apply for this job.
- Recruiters will evaluate your candidature and will get in touch with you.