ML Engineer

ML Engineer

Work Location: San Francisco, CA (Onsite – Hybrid)

Job Description:

• Custom classification detection recognition models across stills and videos
• Custom embeddings models
• Metrics driven model selection and evaluations
• Internal benchmark establishment with curated dataset
• Drive dataset curation workstreams including data engineering with existing data and human labeling operations
• Implement papers on state-of-the-art methodologies on video segmentation, video classification, object and face detection
• Strong command of PyTorch or TensorFlow/Keras
• Incorporation of multimodal processing including audio and text
• Work with stakeholders directly to translate business problems to ML problems
• Work with legal teams on model compliance

Primary Skills:

• Machine Learning, Deep Learning, Computer Vision, Image and Video Processing, PyTorch, TensorFlow/Keras, Natural Language Processing (NLP), GenAI, State-of-the-Art (SOTA) Techniques, Video Segmentation, Object and Face Detection, Audio Processing, Text Processing, Multimodal Integration

Secondary Skills:

• Python, Dashboard Creation, AWS/Azure/Google Cloud Platform (GCP), Git, GitHub, JIRA, Confluence, Slack, Jenkins, Docker

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.

Safe return to office:

In order to comply with LTIMindtree's company COVID-19 vaccine mandate, candidates must be able to provide proof of full vaccination against COVID-19 before or by the date of hire. Alternatively, one may submit a request for reasonable accommodation from LTIMindtree's COVID-19 vaccination mandate for approval, in accordance with applicable state and federal law, by the date of hire. Any request is subject to review through LTIMindtree's applicable processes.