Machine Learning NLP Engineer

New York 22 months agoFull-time External
575.4k - 863.1k
LTIMindtree is a global technology consulting and digital solutions company that enables enterprises across industries to reimagine business models, accelerate innovation, and maximize growth by harnessing digital technologies. As a digital transformation partner to more than 750 clients, LTIMindtree brings extensive domain and technology expertise to help drive superior competitive differentiation, customer experiences, and business outcomes in a converging world. Powered by nearly 90,000 talented and entrepreneurial professionals across more than 30 countries, LTIMindtree — a Larsen & Toubro Group company — combines the industry-acclaimed strengths of erstwhile Larsen and Toubro Infotech and Mindtree in solving the most complex business challenges and delivering transformation at scale. For more information, please visit AI/ NLP Duration: Full time Location: Jersey City, NJ Job Description • Minimum 6+ industry experience in enterprise level AI model development and deployment exposure • Should have sound knowledge in time series data and statistical data analysis. Hands on experience in large Data set Pre-processing, data cleansing techniques for unstructured data, data pr-processing, and data ingestion. • Deep knowledge and hands on implementation exposure in feature engineering techniques to comprehend expected model outcome, aligning to a given domain led business outcome. • Experience in Deep learning and Natural Language Processing (NLP) for Text Classification & Topic Modelling. • Sound knowledge on transformer architecture, having one of the language model application exposures is a must: Vector DB, Word2Vec, BERT, ColBERT, spaCy, GPT etc, with semi-supervised model building experience. • Sound knowledge of LLM model tuning and conceptual level understanding of how last layer training with self-attention and other hidden layers that are required for LLM model re-training. • MLOps, with enterprise scale AI model management, deployment exposure and existing model retrain exposure is an added advantage. • Development experience in any of the language Python, and/or R for data pre-processing, model pipeline build and data visualization • Good understanding on Data Visualization tools and dashboard creation is an added advantage. • Familiarity of different data source ingestion & management SQL, NoSQL DB, and streaming data LTIMindtree is an equal opportunity employer that is committed to diversity in the workplace. Our employment decisions are made without regard to race, color, creed, religion, sex (including pregnancy, childbirth or related medical conditions), gender identity or expression, national origin, ancestry, age, family-care status, veteran status, marital status, civil union status, domestic partnership status, military service, handicap or disability or history of handicap or disability, genetic information, atypical hereditary cellular or blood trait, union affiliation, affectional or sexual orientation or preference, or any other characteristic protected by applicable federal, state, or local law, except where such considerations are bona fide occupational qualifications permitted by law