Cheminformatics Data Scientist

We are seeking a driven Cheminformatics Data Scientist with a background in both computer science and chemistry. As part of Exadel, you will join a skilled software team responsible for mission-critical applications.

About Exadel:
Since 1998, Exadel has been crafting our own products and customized software for clients of all sizes. With our headquarters in Walnut Creek, California, Exadel employs more than 2,800 people in development centers across America, Europe, and Asia. Our success is spearheaded by our people, who are at the heart of our values.

About the Client:
The client provides pharmaceutical and academic researchers with data that assists in identifying and curing diseases. The client's platform consolidates the best in engineering, scientific intelligence, and data science to equip researchers with the right tools, enabling them to invent and commercialize ideas. The client can extract and link data from various sources and make it accessible via their interface, a critical aspect in making the best decisions.

Project Team:
By joining our team, you will become an integral part of a culture where team members support each other and collaborate to produce better results. We believe that together, we are superior, and through the continuous sharing of ideas and development, we can consistently generate innovative solutions.

Requirements:

• 4+ years of background in engineering or computer science
• Understanding of Cheminformatics
• Programming experience in Java (preferred), Python or C++
• Proficiency in certain file formats: molfile, RXN file, SMILES, SMARTS, RD Files, SD Files and InChIKey
• Knowledge of fundamental chemistry concepts (tautomer, mesomer, aromaticity, reaction centers etc.)
• Competency in computer science (ability to implement pipelines for data transformation and enrichments)
• Familiarity with atom mapping in chemical reactions

Desirable:
Bachelor or PhD degree in chemistry, cheminformatics, computational chemistry, medicinal chemistry or a related discipline

English level:
Intermediate+

Responsibilities:

• Develop and implement data transformation pipelines for the processing and enrichment of chemical data, using programming languages such as Java, Python or C++
• Manage distinct file formats like molfile, RXN file, SMILES, SMARTS, RD Files, SD Files and InChIKey for data import, export, and conversion
• Apply foundational knowledge of chemical principles to shape the representation and identity of chemical substances and reactions within data sets
• Show a robust understanding of atom mapping in chemical reactions
• Utilize chemical knowledge to assess and verify atom mappings for precision and correctness
• Employ cheminformatics software and tools for data analysis, chemical structure recognition, and property prediction
• Work with cross-functional teams to incorporate cheminformatics processes into broader data analysis workflows and research initiatives
• Integrate chemical data into databases and information systems, guaranteeing efficient and accurate data retrieval

Benefits of Working at Exadel:

Clear Career Path

• Each employee is guided by the HR manager through their initial steps within the company and is helped towards achieving their professional goals in the future
• As a global company with over 30 offices in more than 15 countries, employees have opportunities to explore new places to live and work, and can transfer to any location with an Exadel production office. The employee's journey is assisted by the HR manager and the Global Mobility specialist throughout the relocation process
• Each Exadeller's career growth is in their hands, allowing them to decide when to level up and initiate performance evaluations. The management team assists in career planning and discovering new tech stacks and languages

Learning & Development Opportunities

• Every Exadeller is provided with a $1,000 yearly budget for self-education, which can be used for certifications, training sessions, meetups, conferences, and educational resources
• Employees actively participate and benefit from a knowledge-sharing environment across seven practice units: Digital Marketing Technologies, Content Marketing, AI, QA, QAA, Agile, and DevOps
• Recordings from meetups and training are available on Exadel’s Internal Learning System

Work & Life Balance

• Each Exadeller manages their own workflow independently without micromanagement, but it is crucial for employees to attend meetings, log their time, and meet deadlines
• Whether working from the office or remotely depends on the employee's preference. Staff working in hybrid or remote mode will receive necessary equipment before their first day. For office-based employees, the office offers modern equipment, excellent facilities, and a collaborative environment
• The team convenes at two annual team-building events across locations, and there are additional team events such as Pizza Days, Programmer’s Day, informal meetups, board game parties, and sporting initiatives

Employee Perks & Bonuses

• The Exadel referral program spans all regions and offers recognition for successful recommendations. Depending on the location and position, employees receive monetary bonuses for recommending a candidate to Exadel who is consequently hired
• Employees earn coins for various project activities, which they can exchange for products or services of their choice available on the Exadel store
• Volunteers for mentoring, interviewing, performing assessments, and participating in community meetups, receive additional monetary bonuses
• Depending on the location, Exadellers have access to benefits platforms with vouchers for online stores, medical insurance reimbursement, sports membership fees, holidays, and childbirth bonuses