Senior Data Scientist - GenAI
Senior Data Scientist - GenAI
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1 Vacancy
Job Description
Analytica is seeking a remoteSeniorData Scientist- GenAIto support long term federal client engagements in financial regulatory or health projects in the DC Metro area. The role will apply statistical programming modeling visualization techniques data mining and forecasting skills to analyze challenging public sector problems.
Our company has been recognized byInc. Magazineas one of the fastest-growing 250 businesses in the US for 3 years. We work with U.S. government clients in health civilian and national security missions to build better technology products that impact our day-to-day lives. The company offers competitive compensation with opportunities for bonuses employer-paid health care training and development funds and 401k match.
Responsibilities include:
- Pre-processing - Demonstrate the skills and experience to collect clean and prepare data sets for input into a computational model using technologies such as Python SAS or R. Strong candidates will explain various methods you have applied using common pre-processing functions such as stop word removal stemming lemmatization and tokenization.
- Feature Engineering and Attribute Evaluation - Candidate must demonstrate experience with NLP feature engineering methods such as TF-IDF word2vec GloVe and FastText identifying the key determinants for modeling that exist in the business process and within existing data sets as well as selecting evaluation protocols (model techniques).
- Modeling - Candidates will have practiced skills and experience selecting modeling techniques to fit the business problem. Examples will include techniques such as machine learning (ML) supervised and unsupervised learning regression neural networks and deep learning natural language processing etc.
- Validation - Strong candidates will describe their experience with investigating reporting and justifying model results.
- Visualization- Experience in presenting the results of their modeling activities depicting the insights realized and explaining the relevance of their results to the organizations business challenges.
- Masters degree required and PhD preferred in Statistics Mathematics Computer Science or similar
- High degree of experience utilizing SAS R or Python to support NLP use cases such as Document Summarization Named Entity Recognition Sentiment Analysis and/or Topic Modeling
- Experience with multi-modal GenAI/LLMs and prompt engineering techniques
- At least four years of experience developing scalable production-ready NLP solutions using sci-kit learn Keras TensorFlow PyTorch Spark NLP.
- Experience leveraging transformer architecture to develop NLP models
- Experience with open source NLP packages such as Gensim SpaCy or NLTK.
- Experience with BERT GPT-J RoBERTa T5 or other transformers
- Experience working in a cloud environment
- Experience coordinating and maintaining user stories
- Must be a US citizen
- Must be able to obtain and maintain a Public trust security clearance
AboutANALYTICA:Analytica is a leading consulting and information technology solutions provider to public sector organizations supporting health civilian and national security missions. The company is an award winning SBA 8(a) small businessthat hasbeen recognized byInc. Magazineeach of the past three years as one of the 250 fastest-growingcompanies in theU.S. Analytica specializes in providing software and systems engineering information management analytics & visualization agile project management and management consulting companyis appraised by theSoftware Engineering Institute (SEI) atCMMI Maturity Level 3and is anISO 9001:2008 certifiedprovider.
Analytica LLC is an Equal Opportunity Employer. We are committed to providing equal employment opportunities to all individuals regardless of race color religion sex sexual orientation gender identity national origin age disability or any other characteristic protected by applicable federal state or local law. As a federal contractor we comply with the Vietnam Era Veterans Readjustment Assistance Act (VEVRAA) and take affirmative action to employ and advance in employment qualified protected veterans.
We ensure that all employment decisions are based on merit qualifications and business needs. We prohibit discrimination and harassment of any kind. Analytica LLC also provides reasonable accommodations to applicants and employees with disabilities in accordance with applicable laws
When receiving email communication from Analytica please ensure that the email domain is to verify its authenticity.
Required Experience:
Senior IC
Employment Type
Full-Time
