Audit Transformation: Senior, Machine Learning & Natural Language Processing
Location: New York, New York
Internal Number: 16200713
Our audits are fueled by more than just technology - what really sets us apart are our insightful professionals, collaborative culture, and commitment to innovation and continuous improvement. Our audit professionals apply a streamlined, intelligent approach to the audit, enabled by innovative tools and technologies. Quality is our top priority, and by focusing on innovation, we continue to raise the bar on quality and deliver greater value to our clients. Learn more about Deloitte Audit.
The Audit Transformation team is seeking highly motivated professionals in the area of natural language processing and machine learning. The successful candidates will work with the other data scientists on the team to develop solutions to real-world problems. You will have the opportunity to test your knowledge in a challenging problem-solving environment. You will be encouraged to think outside-the-box, innovate, and find novel solutions to some of the most challenging problems within our business.
Utilize basic natural language processing (NLP) techniques to develop tools (such as information extraction and retrieval, context analysis, event detection) for analyzing large data sets consisting of natural language documents.
Collaborate with colleagues to implement reusable, efficient and maintainable software components using mainstream programming languages.
Incubate innovative concepts and develop publications.
Ph. D. in Computer Science, Computer Engineering, Electrical Engineering, Mathematics or related discipline required. Ph. D. work must involve Natural Language Processing methodologies.
Strong background in NLP techniques such as topic modeling, sentiment analysis, NER, text summarization, etc.
Extensive experience with natural language processing tools such as NLTK, spaCy, PyTorch-NLP, Gensim, etc.
In depth knowledge and experience in various supervised and unsupervised approaches in machine learning.
Previous experience or knowledge in the fields of probabilistic reasoning, knowledge graph, and statistical methods is preferred.
Proficient in Python with software development experience.
Experience with deep learning tools such as Theano, PyTorch, Tensorflow, etc.
Publication and research experience in related fields.
Outstanding collaboration, interpersonal and communication (verbal & written) skills in English is required.
Drive and motivation for career development and open to taking on challenges.
Team player who can also be independent, prioritize work and thrives in a fast-paced dynamic environment.
At Deloitte, our professional development plan focuses on helping people at every level of their career to identify and use their strengths to do their best work every day. From entry-level employees to senior leaders, we believe there’s always room to learn. We offer opportunities to help sharpen skills in addition to hands-on experience in the global, fast-changing business world. From on-the-job learning experiences to formal development programs at Deloitte University, our professionals have a variety of opportunities to continue to grow throughout their career. At Deloitte, we know that great people make a great organization. We value our people and offer employees a broad range of benefits.Our positive and supportive culture encourages our people to do their best work every day. We celebrate individuals by recognizing their uniqueness and offering them the flexibility to make daily choices that can help them to be healthy, centered, confident, and aware. We offer well-being programs and are continuously looking for new ways to maintain a culture where our people excel and lead healthy, happy lives. Deloitte is led by a purpose: to make an impact that matters. This purpose... defines who we are and extends to relationships with our clients, our people and our communities. We believe that business has the power to inspire and transform. We focus on education, giving, skill-based volunteerism, and leadership to help drive positive social impact in our communities. We want job seekers exploring opportunities at Deloitte to feel prepared and confident. To help you with your interview, we suggest that you do your research: know some background about the organization and the business area you’re applying to.