Job Description
About Client: The client provides information technology (IT) services, including business outsourcing, infrastructure technology, and application services. The application service offered by the company includes application development, maintenance, and support. The markets served by the company are financial services and insurance, healthcare, manufacturing, government, transportation, communications, and consumer and retail industries.
Salary Range: $140K-$150K/Annum Job Description:
- Looking for individuals with 10+ years of experience implementing and managing Data science projects .
- Working knowledge of Machine and Deep learning-based client projects, MVPs, and POCs.
- Should have expert level experience with machine learning frameworks like scikit-learn, TensorFlow, keras and deeplearning architectures like RNNs and LSTM. Should have worked with cognitive services from major cloud platforms like AWS (Textract, Comprehend) or Azure cognitive services etc. and have a working knowledge of SQL and no-SQL databases and microservices.
- Should be adapt at Python Scripting. Experience on NLP and Text Analytics is preferred.
Responsibilities: Technical Skills - Must have: - Knowledge of Natural Language Processing(NLP)techniques and frameworks like Spacy, NLTK, etc. and good knowledge of Text Analytics
- Should have strong understanding & hands on experience with machine learning frameworks like scikit-learn, TensorFlow, keras and deep learning architectures like RNNs and LSTM , BERT
- Should have worked with cognitive services from major cloud platforms like AWS and have a working knowledge of SQL and no-SQL databases.
- Ability to create data and Client pipelines for more efficient and repeatable data science projects using MLOps principles.
- Keep abreast with new tools, algorithms and techniques in machine learning and works to implement them in the organization.
- Strong understanding of evaluation and monitoring metrics for machine learning projects.
- Strong understanding of containerization using docker and Kubernetes to get the models into production.
- Ability to Translate complex machine learning problem statements into specific deliverables and requirements.
- Adept at Python Scripting
Technical Skills - Good to have: - Knowledge of distributed computing frameworks and cloud Client frameworks including AWS, Azure, and GCP
- Experience in natural language processing, computer vision, or deep learning.
- Certifications or courses in data science, analytics, or related fields.
- Should exhibit diligence and meticulousness in working with data.
OTHER SKILLS WE'D APPRECIATE - 10+ years of Software Development experience
- 4+ years of experience in the Data Science and Machine Learning techniques
- Proven track record of getting Client models into production.
- Hands-on experience with writing Client models with Python.
- Prior experience in Client platforms and tools such as Dataiku, DataBricks, etc. would be a plus.
Qualification: - Graduate in Engineering OR master's in computer applications.
Process Skills: - General SDLC processes
- Understanding of utilizing Agile and Scrum software development methodologies
- Skill in gathering and documenting user requirements and writing technical specifications.
Behavioural Skills: - Good Attitude and Quick learner.
- Well-developed design, analytical & problem-solving skills
- Strong oral and written communication skills
- Excellent team player, able to work with virtual teams.
- Self-motivated and capable of working independently with minimal management supervision.
Certification: - Having Machine Learning or AI certifications would be an added advantage.
About ApTask: ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment.
Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview.
Candidate Data Collection Disclaimer: At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment.
If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com . ApTask
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