Junior Data Scientist
Trends Group, Inc.
- Makati, Philippines23rd Floor, 105 H.V. Dela Costa , Makati, Metro Manila, PhilippinesMakatiMetro ManilaPhilippinesPhilippines
- Penuh waktuFULL_TIME
Deskripsi Pekerjaan
Purpose
- Deep interest in research, statistical modeling, and machine learning algorithms, capturing actionable insights from data
- Oversees and Supports activities of Data Science Associates
- Reports to Data Analytics and Data Science Lead
- Collaborates with internal and external teams
- Designs, implements, trains, and assess performance of Machine Learning Models
- Manages and handles simultaneous tasks and projects, prioritize work, while remaining functional under pressure and aggressive timelines
Duties and Responsibilities
- Perform data manipulations
- cleaning, formatting, splitting, joining datasets
- Design, implement, train, and assess performance of a Machine Learning Model
- estimate timeline for the entire pipeline
- much better if more granular (i.e., estimated time for each step of the pipeline)
- estimate timeline for the entire pipeline
- Setup/prepare trained model for deployment
- Communication with clients (verbal and written)
- understand the client’s pain points
- understand the problem the client wants to solve
- assess if a Data Science solution is appropriate for the problem
- identify appropriate Data Science solution approaches for a given problem
- identify required data for the Data Science solution
- communicate data requirements to the client or via the designated client-facing personnel (Pre-Sales, Sales, Account Manager, etc.)
- Apply enterprise tools to develop Data Science projects
- As a team member,
- help cultivate a psychologically safe environment
- encourage and help other team members on their weak points, as well as be open to asking for other team members’ help on your own weak points
- share knowledge (via brown bag or technical sessions)
- Perform similar duties aligned with the proper execution of roles and responsibilities assigned
Kualifikasi Minimum
Minimum Education
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Bachelor’s Degree in Statistics, Applied Math, Computer Science, Physics, Engineering, Data Science, or any other related field
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(And/Or) An equivalent of the same in working experience
Minimum Experience/Training
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Experience implementing a Machine Learning Project
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Can be as a project in your company, a freelance project, or a personal project
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Must be able to explain the process of how the project was developed
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Demonstrated technical and leadership skills
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Collaboration
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Ownership
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Sense of urgency
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Communication
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Nice-to-have
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Experience developing a Machine Learning model and having it used by the client or any end user
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Experience working with a software developer to deploy a Machine Learning Model
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Experience deploying a Machine Learning Model
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Subject area or industry of expertise – knowledge in application domains such as in Finance, Healthcare, Education, Manufacturing
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Competency
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Distinctive problem-solving and analytical skills combined with effective communication skills
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Demonstrated ability to convey complex concepts and solutions to all levels of an organization
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Proficient in Microsoft Office Tools (esp. Microsoft Excel) and G Suite
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Programming -- Python/R and familiar with data wrangling and modeling libraries
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Machine Learning -- Familiarity with the pipeline of steps for developing a Machine Learning Model
Soft Skills
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Persistent and with Integrity.
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Collaborative and Patient.
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Self-starter, Having a growth mindset and Critical Thinker.
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Innovative and Resourceful.
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Attention to detail.
Working Conditions
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Main office is at Makati
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Full-time position
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6 months probation
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Collaborate with internal and external teams
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Attend trainings and get certifications
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On-site activities at times
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Engage in pre-sales activities such as product demos, scoping discussion, and other presentations for different groups, from Executives to end users
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Hold multiple hats at times (like Business Analyst, Data Analyst, Data Architect, Project Manager, Pre-sales)
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When Needed, perform work outside of the provided schedule
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Accountable for performance of solutions or systems designed and deployed
Ringkasan Perkerjaan
- Tingkat Posisi
- Supervisor / Asisten Manager
- Spesialisasi
- IT and Software
- Persyaratan tingkat pendidikan
- Lulus program Sarjana (S1)
- Respon rekruter ke lamaran
- Once in a while
- Alamat Kantor
- 105 H.V. Dela Costa, Makati, Metro Manila, Philippines