You are passionate about Artificial Intelligence, Machine Learning and Data Science. You excel at building solutions using state-of-the-art AI/ML/DL tools and large datasets. You enjoy being the lead scientist working on a variety of exciting leading-edge projects to solve real world problems and help organizations succeed.
Architect, implement, train and fine tune deep learning models for a variety of applications
Explore options for feature engineering, data modeling and data processing to drive improved outcomes, streamlined processes or actionable insights.
Deploy and evaluate cutting-edge machine learning algorithms
Create and deliver best practice recommendations, tutorials, blog posts, hands-on labs, and technical presentations adapting to the different levels of key business and technical stakeholders.
Able to invent with a track record of thought leadership that helped advanced the field
A belief that there are multiple ways to solve a technical problem and avoid technical bias
Master’s Degree in Computer Science/Engineering, Math or related fields.
2+ years of experience in statistical learning techniques for ASR/ML including the ability to modify standard algorithms
4+ years of experience in software development in languages and libraries like Python, Java, Pandas.
2+ years of experience with Machine and Deep Learning libraries such as TensorFlow, Scikit-learn, Keras and PyTorch
Experience with SQL and working with multiple datasets.
Experience designing data models and building data structures
Experience in: entity/relation extraction, extractive/abstractive text summarization, semantic search, word/sentence/document embedding, transformers, ranking, ontology-aware IR, question answering systems
Google Data Engineer or equivalent certifications.
PhD in Computer Science, Statistics, Mathematics or related fields.
Experience designing databases, defining and implementing system requirements for data collection.
Proficient with statistical data analysis (A/B tests, hypothesis testing, experiment setting, etc.) and creating models to answer various business questions.
Excellent verbal and written communication skills, including the ability to communicate complex findings in a structured and clear manner to a non-technical audience.
Experience building production quality natural language processing and machine learning applications
Recognized for developing novel algorithms or paper publications in one of (NearIPS, ICML, ICLR, ACL, EMNLP, NAACL, ICASSP, INTERSPEECH).
About Manceps Inc:
Who We are:
Manceps is dedicated to helping organizations transform their businesses and automate their operations by building next-generation solutions using Machine Learning, Artificial Intelligence, and Data Science technologies. Our services are tailored to meet the demands of sophisticated IT shops with varying needs, spanning the full stack from infrastructure to applications.
You will be joining a fast-growing team of elite data scientists and software engineers working on a variety of exciting projects across industries. Trust us — there will be numerous opportunities to find creative, state-of-the-art solutions to complex problems. Whether wrangling large datasets, building models, or launching applications, our goal is to arm our clients with actionable insights and powerful solutions to help them achieve their most pressing business objectives.
We are driven by seeing the benefits of our solutions come to fruition!
Who We Are Seeking:
In short, we are seeking brilliant individuals with excellent interpersonal abilities.
We want you to be able to roll up your sleeves and work closely with team members and customer stakeholders alike. Good communication skills are essential as it will be up to you to capture detailed technical requirements and explain dependencies, findings, and results to project managers and practice leads.
If you have the aptitude to work within a fast-paced environment to deliver services that have a vast business impact, let’s talk.