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NLP Solutions Architect
2 months ago
Innova Solutions is actively seeking a talented Data Science Specialist.
Position Type:
Contract (W2)
Duration:
Long Term
Location:
Hybrid (3 days Onsite)
As a Data Science Specialist, your responsibilities will include:
Essential Skills:
- Minimum of 4 years of experience in Natural Language Processing (NLP) programming.
- Proficiency in fine-tuning Large Language Models (LLMs) or developing language models from the ground up.
- Strong foundation in NLP and machine learning, preferably with a degree in computer science, information retrieval, statistics, applied mathematics, or a related quantitative field.
- Proven history of publications in peer-reviewed journals and conferences.
- Experience in creating innovative algorithms.
- Familiarity with deep learning techniques, particularly in phonetics.
- Expertise in areas such as entity/relation extraction, information extraction, summarization, semantics, document classification, ontology, question answering, and knowledge graphs.
- Knowledge of modern deep learning methodologies for NLP, including word/paragraph embeddings, structured prediction, sentiment analysis, and disambiguation.
Key Attributes:
- Ability to deliver consistent results amidst changing priorities and tight deadlines in a dynamic environment.
- Proactive approach to teamwork and collaboration.
- Detail-oriented with strong analytical and problem-solving capabilities.
- Excellent verbal and written communication skills.
Preferred Skills:
- Advanced degree in Data Science with a focus on NLP is highly regarded.
- Experience with BERT models and open-source foundational LLMs such as LLAMA, Falcon, or Mistral.
- Ability to mentor peers in problem-solving teams.
- Experience in teaching NLP algorithms to both novice and advanced Data Scientists.
- Familiarity with large-scale data analysis tools like Spark and Hadoop.
- Background in machine learning techniques.
- Proficiency in NLP programming using R and/or Python/Anaconda.
- Experience in managing large datasets across platforms such as Hadoop, SQL, and ORACLE.
- Strong understanding of statistical learning techniques for NLP, including HMMs, CRFs, SVMs, LDA, LSI, and MRFs.
- Experience in implementing ML/NLP algorithms and modifying standard algorithms as needed.
Compensation and Benefits:
Pay Range: $70/hr - $75/hr on W2, based on various factors including education, experience, and specific job duties.
Benefits: Innova Solutions offers a range of benefits, including medical and pharmacy coverage, dental and vision insurance, 401(k), health savings accounts, life insurance, and various types of paid leave.
About Innova Solutions:
Founded in 1998 and headquartered in Atlanta, Georgia, Innova Solutions employs approximately 50,000 professionals globally and generates nearly $3 billion in annual revenue. We provide strategic technology and business transformation solutions to our clients, enabling them to excel in their respective fields.
Recent Recognitions:
- Ranked #4 among the largest IT consulting staffing firms in the USA by Staffing Industry Analysts (SIA 2022).
- Recipient of the Clearly Rated Client Diamond Award (2020).
- One of the largest certified MBE companies in the NMSDC Network (2022).
- Advanced Tier Services partner with AWS and Gold partner with Microsoft.
Innova Solutions is an Equal Opportunity Employer, committed to providing a work environment free from discrimination and harassment.
